IEEE Transactions on Neural Networks / Jan 01, 1997

Lawrence, S., Giles, C. L., Ah Chung Tsoi, & Back, A. D. (1997). Face recognition: a convolutional neural-network approach. IEEE Transactions on Neural Networks, 8(1), 98–113. https://doi.org/10.1109/72.554195

Nature / Jul 01, 1999

Lawrence, S., & Giles, C. L. (1999). Accessibility of information on the web. Nature, 400(6740), 107–107. https://doi.org/10.1038/21987

Science / Apr 03, 1998

Lawrence, S., & Giles, C. L. (1998). Searching the World Wide Web. Science, 280(5360), 98–100. https://doi.org/10.1126/science.280.5360.98

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium / Jan 01, 2000

Lawrence, S., & Giles, C. L. (2000). Overfitting and neural networks: conjugate gradient and backpropagation. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium. https://doi.org/10.1109/ijcnn.2000.857823

Computer / Mar 01, 2002

Flake, G. W., Lawrence, S., Giles, C. L., & Coetzee, F. M. (2002). Self-organization and identification of Web communities. Computer, 35(3), 66–70. https://doi.org/10.1109/2.989932

Proceedings of the third ACM conference on Digital libraries - DL '98 / Jan 01, 1998

Giles, C. L., Bollacker, K. D., & Lawrence, S. (1998). CiteSeer: an automatic citation indexing system. Proceedings of the Third ACM Conference on Digital Libraries - DL ’98, 89–98. https://doi.org/10.1145/276675.276685

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining / Aug 01, 2000

Flake, G. W., Lawrence, S., & Giles, C. L. (2000, August). Efficient identification of Web communities. Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/347090.347121

Journal of the Optical Society of America / Jun 01, 1983

Kerker, M., Wang, D.-S., & Giles, C. L. (1983). Electromagnetic scattering by magnetic spheres. Journal of the Optical Society of America, 73(6), 765. https://doi.org/10.1364/josa.73.000765

Computer / Jun 01, 1999

Lawrence, S., Lee Giles, C., & Bollacker, K. (1999). Digital libraries and autonomous citation indexing. Computer, 32(6), 67–71. https://doi.org/10.1109/2.769447

Proceedings of the ninth international conference on Information and knowledge management / Nov 06, 2000

Kruger, A., Giles, C. L., Coetzee, F. M., Glover, E., Flake, G. W., Lawrence, S., & Omlin, C. (2000). DEADLINER: building a new niche search engine. Proceedings of the Ninth International Conference on Information and Knowledge Management, 272–281. https://doi.org/10.1145/354756.354829

IEEE Transactions on Neural Networks / Nov 01, 1996

Tsungnan Lin, Horne, B. G., Tino, P., & Giles, C. L. (1996). Learning long-term dependencies in NARX recurrent neural networks. IEEE Transactions on Neural Networks, 7(6), 1329–1338. https://doi.org/10.1109/72.548162

Applied Optics / Dec 01, 1987

Giles, C. L., & Maxwell, T. (1987). Learning, invariance, and generalization in high-order neural networks. Applied Optics, 26(23), 4972. https://doi.org/10.1364/ao.26.004972

May 09, 2013

Taylor, M. (2013). Biology and palaeontology papers in arXiv. https://doi.org/10.59350/e47he-cz683

Proceedings of the National Academy of Sciences / Apr 16, 2002

Pennock, D. M., Flake, G. W., Lawrence, S., Glover, E. J., & Giles, C. L. (2002). Winners don’t take all: Characterizing the competition for links on the web. Proceedings of the National Academy of Sciences, 99(8), 5207–5211. https://doi.org/10.1073/pnas.032085699

Neural Computation / May 01, 1992

Giles, C. L., Miller, C. B., Chen, D., Chen, H. H., Sun, G. Z., & Lee, Y. C. (1992). Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks. Neural Computation, 4(3), 393–405. https://doi.org/10.1162/neco.1992.4.3.393

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) / Apr 01, 1997

Siegelmann, H. T., Horne, B. G., & Giles, C. L. (1997). Computational capabilities of recurrent NARX neural networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 27(2), 208–215. https://doi.org/10.1109/3477.558801

2003 Joint Conference on Digital Libraries, 2003. Proceedings.

Hui Han, Giles, C. L., Manavoglu, E., Hongyuan Zha, Zhenyue Zhang, & Fox, E. A. (n.d.). Automatic document metadata extraction using support vector machines. 2003 Joint Conference on Digital Libraries, 2003. Proceedings. https://doi.org/10.1109/jcdl.2003.1204842

PLoS ONE / May 09, 2014

Khabsa, M., & Giles, C. L. (2014). The Number of Scholarly Documents on the Public Web. PLoS ONE, 9(5), e93949. https://doi.org/10.1371/journal.pone.0093949

International Journal on Digital Libraries / May 19, 2018

Prasad, A., Kaur, M., & Kan, M.-Y. (2018). Neural ParsCit: a deep learning-based reference string parser. International Journal on Digital Libraries, 19(4), 323–337. https://doi.org/10.1007/s00799-018-0242-1

Lecture Notes in Computer Science / Jan 01, 1998

Lawrence, S., Burns, I., Back, A., Tsoi, A. C., & Giles, C. L. (1998). Neural Network Classification and Prior Class Probabilities. In Neural Networks: Tricks of the Trade (pp. 299–313). Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-49430-8_15

Journal of Cheminformatics / Jan 19, 2015

Krallinger, M., Leitner, F., Rabal, O., Vazquez, M., Oyarzabal, J., & Valencia, A. (2015). CHEMDNER: The drugs and chemical names extraction challenge. Journal of Cheminformatics, 7(S1). https://doi.org/10.1186/1758-2946-7-s1-s1

Lecture Notes in Computer Science

Song, Y., Huang, J., Zhou, D., Zha, H., & Giles, C. L. (n.d.). IKNN: Informative K-Nearest Neighbor Pattern Classification. In Knowledge Discovery in Databases: PKDD 2007 (pp. 248–264). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-74976-9_25

Seventh IEEE International Conference on Data Mining (ICDM 2007) / Oct 01, 2007

Zhou, D., Orshanskiy, S. A., Zha, H., & Giles, C. L. (2007, October). Co-ranking Authors and Documents in a Heterogeneous Network. Seventh IEEE International Conference on Data Mining (ICDM 2007). https://doi.org/10.1109/icdm.2007.57

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) / Jul 01, 2017

Yang, X., Yumer, E., Asente, P., Kraley, M., Kifer, D., & Giles, C. L. (2017, July). Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr.2017.462

Science / Feb 09, 2001

Pennock, D. M., Lawrence, S., Giles, C. L., & Nielsen, F. Å. (2001). The Real Power of Artificial Markets. Science, 291(5506), 987–988. https://doi.org/10.1126/science.291.5506.987

Information Processing & Management / Sep 01, 2001

Goodrum, A. A., McCain, K. W., Lawrence, S., & Lee Giles, C. (2001). Scholarly publishing in the Internet age: a citation analysis of computer science literature. Information Processing & Management, 37(5), 661–675. https://doi.org/10.1016/s0306-4573(00)00047-9

Lecture Notes in Computer Science / Jan 01, 2006

Huang, J., Ertekin, S., & Giles, C. L. (2006). Efficient Name Disambiguation for Large-Scale Databases. In Knowledge Discovery in Databases: PKDD 2006 (pp. 536–544). Springer Berlin Heidelberg. https://doi.org/10.1007/11871637_53

Poverty in Haiti / Jan 01, 2011

Lundahl, M. (2011). After the Earthquake: What Future for Haiti? In Poverty in Haiti (pp. 227–271). Palgrave Macmillan UK. https://doi.org/10.1057/9780230304932_13

IEEE Transactions on Neural Networks / Mar 01, 1994

Giles, C. L., Kuhn, G. M., & Williams, R. J. (1994). Dynamic recurrent neural networks: Theory and applications. IEEE Transactions on Neural Networks, 5(2), 153–156. https://doi.org/10.1109/tnn.1994.8753425

Jun 30, 1995

(1995). Los Alamos National Laboratory 1995 self assessment report. Office of Scientific and Technical Information (OSTI). https://doi.org/10.2172/425290

IJCNN-91-Seattle International Joint Conference on Neural Networks

Giles, C. L., Chen, D., Miller, C. B., Chen, H. H., Sun, G. Z., & Lee, Y. C. (n.d.). Second-order recurrent neural networks for grammatical inference. IJCNN-91-Seattle International Joint Conference on Neural Networks, ii, 273–281. https://doi.org/10.1109/ijcnn.1991.155350

Computer Networks and ISDN Systems / Apr 01, 1998

Lawrence, S., & Lee Giles, C. (1998). Inquirus, the NECI meta search engine. Computer Networks and ISDN Systems, 30(1–7), 95–105. https://doi.org/10.1016/s0169-7552(98)00095-6

Nature / Jul 01, 2018

Liu, L., Wang, Y., Sinatra, R., Giles, C. L., Song, C., & Wang, D. (2018). Hot streaks in artistic, cultural, and scientific careers. Nature, 559(7714), 396–399. https://doi.org/10.1038/s41586-018-0315-8

Proceedings 2001 Symposium on Applications and the Internet

Glover, E. J., Flake, G. W., Lawrence, S., Birmingham, W. P., Kruger, A., Giles, C. L., & Pennock, D. M. (n.d.). Improving category specific Web search by learning query modifications. Proceedings 2001 Symposium on Applications and the Internet, 18, 23–32. https://doi.org/10.1109/saint.2001.905165

Proceedings of the AAAI Conference on Artificial Intelligence / Feb 19, 2015

Huang, W., Wu, Z., Liang, C., Mitra, P., & Giles, C. (2015). A Neural Probabilistic Model for Context Based Citation Recommendation. Proceedings of the AAAI Conference on Artificial Intelligence, 29(1). https://doi.org/10.1609/aaai.v29i1.9528

The Kluwer International Series in Engineering and Computer Science / Jan 01, 1996

Thrun, S. (1996). Explanation-Based Neural Network Learning. In Explanation-Based Neural Network Learning (pp. 19–48). Springer US. https://doi.org/10.1007/978-1-4613-1381-6_2

IEEE Transactions on Pattern Analysis and Machine Intelligence / Feb 01, 2011

Ertekin, Ş., Bottou, L., & Giles, C. L. (2011). Nonconvex Online Support Vector Machines. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(2), 368–381. https://doi.org/10.1109/tpami.2010.109

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) / Jun 01, 2019

Gopalakrishnan, A., Mali, A., Kifer, D., Giles, L., & Ororbia, A. G. (2019, June). A Neural Temporal Model for Human Motion Prediction. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr.2019.01239

2007 IEEE Intelligence and Security Informatics / May 01, 2007

Zhang, H., Qiu, B., Giles, C. L., Foley, H. C., & Yen, J. (2007). An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks. 2007 IEEE Intelligence and Security Informatics, 1, 200–207. https://doi.org/10.1109/isi.2007.379553

Physical Review A / Apr 01, 1982

Wild, W. J., & Giles, C. L. (1982). Goos-Hänchen shifts from absorbing media. Physical Review A, 25(4), 2099–2101. https://doi.org/10.1103/physreva.25.2099

Human–Computer Interaction / Mar 13, 2019

Reeves, B., Ram, N., Robinson, T. N., Cummings, J. J., Giles, C. L., Pan, J., Chiatti, A., Cho, M., Roehrick, K., Yang, X., Gagneja, A., Brinberg, M., Muise, D., Lu, Y., Luo, M., Fitzgerald, A., & Yeykelis, L. (2019). Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them. Human–Computer Interaction, 36(2), 150–201. https://doi.org/10.1080/07370024.2019.1578652

Series in Machine Perception and Artificial Intelligence / Jan 01, 1994

MILLER, C. B., & GILES, C. L. (1994). EXPERIMENTAL COMPARISON OF THE EFFECT OF ORDER IN RECURRENT NEURAL NETWORKS. In Advances in Pattern Recognition Systems Using Neural Network Technologies (pp. 205–228). WORLD SCIENTIFIC. https://doi.org/10.1142/9789812797926_0013

Third IEEE International Conference on Data Mining

Manavoglu, E., Pavlov, D., & Giles, C. L. (n.d.). Probabilistic user behavior models. Third IEEE International Conference on Data Mining, 1, 203–210. https://doi.org/10.1109/icdm.2003.1250921

IEEE Transactions on Knowledge and Data Engineering / Sep 01, 2005

Debnath, S., Mitra, P., Pal, N., & Giles, C. L. (2005). Automatic identification of informative sections of Web pages. IEEE Transactions on Knowledge and Data Engineering, 17(9), 1233–1246. https://doi.org/10.1109/tkde.2005.138

Journal of Interactive Marketing / Feb 01, 2009

Rangaswamy, A., Giles, C. L., & Seres, S. (2009). A Strategic Perspective on Search Engines: Thought Candies for Practitioners and Researchers. Journal of Interactive Marketing, 23(1), 49–60. https://doi.org/10.1016/j.intmar.2008.10.006

Lecture Notes in Computer Science / Jan 01, 2009

Bolelli, L., Ertekin, Ş., & Giles, C. L. (2009). Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation. In Advances in Information Retrieval (pp. 776–780). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-00958-7_84

The Journal of the Acoustical Society of America / Jan 01, 2000

Asano, Y. (2000). Apparatus and method for processing natural language and apparatus and method for speech recognition. The Journal of the Acoustical Society of America, 108(3), 887. https://doi.org/10.1121/1.1319431

IEEE Intelligent Systems / Jul 01, 2001

Sun, R., & Giles, C. L. (2001). Sequence learning: from recognition and prediction to sequential decision making. IEEE Intelligent Systems, 16(4), 67–70. https://doi.org/10.1109/mis.2001.1463065

IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222)

Harada, T., Araki, O., & Sakurai, A. (n.d.). Learning context-free grammars with recurrent neural networks. IJCNN’01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222), 3, 2602–2607. https://doi.org/10.1109/ijcnn.2001.938780

AIP Conference Proceedings / Jan 01, 1986

Chen, H. H., Lee, Y. C., Sun, G. Z., Lee, H. Y., Maxwell, T., & Giles, C. L. (1986). High order correlation model for associative memory. AIP Conference Proceedings, 151, 86–99. https://doi.org/10.1063/1.36224

Extended Abstracts of the CHI Conference on Human Factors in Computing Systems / May 02, 2024

Hsu, T.-Y., Huang, C.-Y., Huang, S.-H., Rossi, R., Kim, S., Yu, T., Giles, C. L., & Huang, T.-H. K. (2024). SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 29, 1–9. https://doi.org/10.1145/3613905.3650738

Proceedings of the ACM Symposium on Document Engineering 2023 / Aug 22, 2023

Srinath, M., Sundareswara, S., Venkit, P., Giles, C. L., & Wilson, S. (2023). Privacy Lost and Found: An Investigation at Scale of Web Privacy Policy Availability. Proceedings of the ACM Symposium on Document Engineering 2023, 4, 1–10. https://doi.org/10.1145/3573128.3604902

Proceedings of the ACM Symposium on Document Engineering 2023 / Aug 22, 2023

Srinath, M., Matheson, L., Venkit, P. N., Zanfir-Fortuna, G., Schaub, F., Giles, C. L., & Wilson, S. (2023). Privacy Now or Never: Large-Scale Extraction and Analysis of Dates in Privacy Policy Text. Proceedings of the ACM Symposium on Document Engineering 2023, 3735, 1–4. https://doi.org/10.1145/3573128.3609342

Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation / Dec 09, 2022

Wu, J., Rohatgi, S., Angadi, M. K., Puranik, K. S., & Giles, C. L. (2022). Design Considerations for a Sustainable Scholarly Big Data Service. Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation, 1, 83–87. https://doi.org/10.1145/3574318.3574340

Journal of Contaminant Hydrology / Aug 01, 2021

Shokouhi, P., Kumar, V., Prathipati, S., Hosseini, S. A., Giles, C. L., & Kifer, D. (2021). Physics-informed deep learning for prediction of CO2 storage site response. Journal of Contaminant Hydrology, 241, 103835. https://doi.org/10.1016/j.jconhyd.2021.103835

Geophysical Research Letters / Jun 19, 2021

Shokouhi, P., Girkar, V., Rivière, J., Shreedharan, S., Marone, C., Giles, C. L., & Kifer, D. (2021). Deep Learning Can Predict Laboratory Quakes From Active Source Seismic Data. Geophysical Research Letters, 48(12). Portico. https://doi.org/10.1029/2021gl093187

Proceedings of the AAAI Conference on Artificial Intelligence / May 18, 2021

Mali, A., Ororbia, A. G., Kifer, D., & Giles, C. L. (2021). Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. Proceedings of the AAAI Conference on Artificial Intelligence, 35(6), 5006–5015. https://doi.org/10.1609/aaai.v35i6.16634

IEEE Transactions on Emerging Topics in Computing / Jan 01, 2021

Xia, F., Giles, C. L., Liu, H., & Wang, K. (2021). Guest Editorial: Scholarly Big Data. IEEE Transactions on Emerging Topics in Computing, 9(1), 200–203. https://doi.org/10.1109/tetc.2021.3059329

Entropy / Jan 19, 2021

Zhang, K., Wang, Q., & Giles, C. L. (2021). An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks. Entropy, 23(1), 127. https://doi.org/10.3390/e23010127

IEEE Transactions on Artificial Intelligence / Dec 01, 2020

Mali, A. A., Ororbia II, A. G., & Giles, C. L. (2020). A Neural State Pushdown Automata. IEEE Transactions on Artificial Intelligence, 1(3), 193–205. https://doi.org/10.1109/tai.2021.3055167

2020 IEEE International Conference on Multimedia and Expo (ICME) / Jul 01, 2020

Yuan, K., He, D., Yang, X., Tang, Z., Kifer, D., & Giles, C. L. (2020). Follow The Curve: Arbitrarily Oriented Scene Text Detection Using Key Points Spotting And Curve Prediction. 2020 IEEE International Conference on Multimedia and Expo (ICME), 3, 1–6. https://doi.org/10.1109/icme46284.2020.9102770

2020 Data Compression Conference (DCC) / Mar 01, 2020

Mali, A., Ororbia, A. G., & Giles, C. L. (2020). The Sibling Neural Estimator: Improving Iterative Image Decoding with Gradient Communication. 2020 Data Compression Conference (DCC), abs 1909 5233, 23–32. https://doi.org/10.1109/dcc47342.2020.00010

Proceedings of the AAAI Conference on Artificial Intelligence / Jul 17, 2019

Yang, X., Khabsa, M., Wang, M., Wang, W., Awadallah, A. H., Kifer, D., & Giles, C. L. (2019). Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. Proceedings of the AAAI Conference on Artificial Intelligence, 33(01), 395–402. https://doi.org/10.1609/aaai.v33i01.3301395

The World Wide Web Conference / May 13, 2019

Alzaidy, R., Caragea, C., & Giles, C. L. (2019, May 13). Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents. The World Wide Web Conference. https://doi.org/10.1145/3308558.3313642

Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse / May 13, 2019

Wu, J., Kim, K., & Giles, C. L. (2019). CiteSeerX: 20 years of service to scholarly big data. Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, 1–4. https://doi.org/10.1145/3359115.3359119

Proceedings of the AAAI Conference on Artificial Intelligence / Jul 17, 2019

Sefid, A., Wu, J., Ge, A. C., Zhao, J., Liu, L., Caragea, C., Mitra, P., & Giles, C. L. (2019). Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets. Proceedings of the AAAI Conference on Artificial Intelligence, 33(01), 9601–9606. https://doi.org/10.1609/aaai.v33i01.33019601

Proceedings of the 28th ACM International Conference on Information and Knowledge Management / Nov 03, 2019

Kim, K., Rohatgi, S., & Giles, C. L. (2019, November 3). Hybrid Deep Pairwise Classification for Author Name Disambiguation. Proceedings of the 28th ACM International Conference on Information and Knowledge Management. https://doi.org/10.1145/3357384.3358153

2019 Data Compression Conference (DCC) / Mar 01, 2019

Ororbia, A. G., Mali, A., Wu, J., O’Connell, S., Dreese, W., Miller, D., & Giles, C. L. (2019). Learned Neural Iterative Decoding for Lossy Image Compression Systems. 2019 Data Compression Conference (DCC), abs 1604 3640, 3–12. https://doi.org/10.1109/dcc.2019.00008

IEEE Access / Jan 01, 2019

Nissim, N., Cohen, A., Wu, J., Lanzi, A., Rokach, L., Elovici, Y., & Giles, L. (2019). Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access, 7, 110050–110073. https://doi.org/10.1109/access.2019.2933197

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval / Sep 26, 2019

Mansouri, B., Rohatgi, S., Oard, D. W., Wu, J., Giles, C. L., & Zanibbi, R. (2019, September 26). Tangent-CFT: An Embedding Model for Mathematical Formulas. Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval. https://doi.org/10.1145/3341981.3344235

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) / Jan 01, 2019

He, D., Yang, X., Kifer, D., & Giles, C. L. (2019). TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade. 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 16, 676–685. https://doi.org/10.1109/wacv.2019.00077

2018 IEEE International Conference on Web Services (ICWS) / Jul 01, 2018

Kim, K., Sefid, A., Weinberg, B. A., & Giles, C. L. (2018, July). A Web Service for Author Name Disambiguation in Scholarly Databases. 2018 IEEE International Conference on Web Services (ICWS). https://doi.org/10.1109/icws.2018.00041

2018 IEEE International Conference on Big Data (Big Data) / Dec 01, 2018

Wu, J., Kandimalla, B., Rohatgi, S., Sefid, A., Mao, J., & Giles, C. L. (2018). CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset. 2018 IEEE International Conference on Big Data (Big Data), 5465–5467. https://doi.org/10.1109/bigdata.2018.8622114

2018 IEEE International Conference on Data Mining (ICDM) / Nov 01, 2018

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L., & Xing, X. (2018). Defending Against Adversarial Samples Without Security through Obscurity. 2018 IEEE International Conference on Data Mining (ICDM), 137–146. https://doi.org/10.1109/icdm.2018.00029

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications / Jan 01, 2018

Liang, C., Yang, X., Dave, N., Wham, D., Pursel, B., & Giles, C. L. (2018). Distractor Generation for Multiple Choice Questions Using Learning to Rank. Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications, 284–290. https://doi.org/10.18653/v1/w18-0533

2018 IEEE 12th International Conference on Semantic Computing (ICSC) / Jan 01, 2018

Al-Zaidy, R. A., & Giles, C. L. (2018). Extracting Semantic Relations for Scholarly Knowledge Base Construction. 2018 IEEE 12th International Conference on Semantic Computing (ICSC), 17, 56–63. https://doi.org/10.1109/icsc.2018.00017

2018 International Conference on 3D Vision (3DV) / Sep 01, 2018

Liu, S., Giles, L., & Ororbia, A. (2018). Learning a Hierarchical Latent-Variable Model of 3D Shapes. 2018 International Conference on 3D Vision (3DV), 6, 542–551. https://doi.org/10.1109/3dv.2018.00068

Proceedings of the 33rd Annual ACM Symposium on Applied Computing / Apr 09, 2018

Chiatti, A., Cho, M. J., Gagneja, A., Yang, X., Brinberg, M., Roehrick, K., Choudhury, S. R., Ram, N., Reeves, B., & Giles, C. L. (2018, April 9). Text extraction and retrieval from smartphone screenshots: building a repository for life in media. Proceedings of the 33rd Annual ACM Symposium on Applied Computing. https://doi.org/10.1145/3167132.3167236

Proceedings of the Knowledge Capture Conference / Dec 04, 2017

Wu, J., Sefid, A., Ge, A. C., & Giles, C. L. (2017). A Supervised Learning Approach To Entity Matching Between Scholarly Big Datasets. Proceedings of the Knowledge Capture Conference, 1–4. https://doi.org/10.1145/3148011.3154470

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining / Aug 13, 2017

Wang, Q., Guo, W., Zhang, K., Ororbia, A. G., Xing, X., Liu, X., & Giles, C. L. (2017, August 13). Adversary Resistant Deep Neural Networks with an Application to Malware Detection. Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/3097983.3098158

Proceedings of the 2017 ACM Symposium on Document Engineering / Aug 31, 2017

Al-Zaidy, R. A., & Giles, C. L. (2017). Automatic Knowledge Base Construction from Scholarly Documents. Proceedings of the 2017 ACM Symposium on Document Engineering, 7, 149–152. https://doi.org/10.1145/3103010.3121043

Proceedings of the Knowledge Capture Conference / Dec 04, 2017

Liang, C., Yang, X., Wham, D., Pursel, B., Passonneaur, R., & Giles, C. L. (2017, December 4). Distractor Generation with Generative Adversarial Nets for Automatically Creating Fill-in-the-blank Questions. Proceedings of the Knowledge Capture Conference. https://doi.org/10.1145/3148011.3154463

2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL) / Jun 01, 2017

Wu, J., Choudhury, S. R., Chiatti, A., Liang, C., & Giles, C. L. (2017, June). HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities. 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL). https://doi.org/10.1109/jcdl.2017.7991580

Journal of Biomedical Informatics / Apr 01, 2017

Tuarob, S., Tucker, C. S., Kumara, S., Giles, C. L., Pincus, A. L., Conroy, D. E., & Ram, N. (2017). How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information. Journal of Biomedical Informatics, 68, 1–19. https://doi.org/10.1016/j.jbi.2017.02.010

2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) / Nov 01, 2017

Yang, X., He, D., Zhou, Z., Kifer, D., & Giles, C. L. (2017). Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 14, 5–10. https://doi.org/10.1109/icdar.2017.11

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence / Aug 01, 2017

Yang, X., He, D., Zhou, Z., Kifer, D., & Giles, C. L. (2017). Learning to Read Irregular Text with Attention Mechanisms. Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 3280–3286. https://doi.org/10.24963/ijcai.2017/458

2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) / Nov 01, 2017

He, D., Cohen, S., Price, B., Kifer, D., & Giles, C. L. (2017, November). Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR). https://doi.org/10.1109/icdar.2017.50

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) / Jul 01, 2017

He, D., Yang, X., Liang, C., Zhou, Z., Ororbia, A. G., Kifer, D., & Giles, C. L. (2017). Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2, 474–483. https://doi.org/10.1109/cvpr.2017.58

2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL) / Jun 01, 2017

Yang, X., He, D., Huang, W., Ororbia, A., Zhou, Z., Kifer, D., & Giles, C. L. (2017). Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading. 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2, 1–4. https://doi.org/10.1109/jcdl.2017.7991581

Proceedings of the Knowledge Capture Conference / Dec 04, 2017

Chiatti, A., Yang, X., Brinberg, M., Cho, M. J., Gagneja, A., Ram, N., Reeves, B., & Giles, C. L. (2017). Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior. Proceedings of the Knowledge Capture Conference, 1–4. https://doi.org/10.1145/3148011.3154468

IEEE Transactions on Big Data / Mar 01, 2016

Tuarob, S., Bhatia, S., Mitra, P., & Giles, C. L. (2016). AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data. IEEE Transactions on Big Data, 2(1), 3–17. https://doi.org/10.1109/tbdata.2016.2546302

Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion / Jan 01, 2016

Pursel, B., Giles, C. L., Liang, C., Wang, S., Wu, Z., Williams, K., Brautigam, B., Saul, S., Williams, H., & Bowen, K. (2016). BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content. Proceedings of the 25th International Conference Companion on World Wide Web - WWW ’16 Companion, 929–933. https://doi.org/10.1145/2872518.2891077

Proceedings of the International Workshop on Semantic Big Data / Jun 26, 2016

Wu, J., Liang, C., Yang, H., & Giles, C. L. (2016). CiteSeerX data: semanticizing scholarly papers. Proceedings of the International Workshop on Semantic Big Data, 1, 1–6. https://doi.org/10.1145/2928294.2928306

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries / Jun 19, 2016

Ray Choudhury, S., Wang, S., & Giles, C. L. (2016). Curve Separation for Line Graphs in Scholarly Documents. Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 277–278. https://doi.org/10.1145/2910896.2925469

Proceedings of the 24th ACM international conference on Multimedia / Oct 01, 2016

Huang, W., He, D., Yang, X., Zhou, Z., Kifer, D., & Giles, C. L. (2016). Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model. Proceedings of the 24th ACM International Conference on Multimedia, 4, 551–555. https://doi.org/10.1145/2964284.2967282

Proceedings of the Second International Workshop on Data Science for Macro-Modeling / Jun 26, 2016

Kim, K., & Giles, C. L. (2016). Financial Entity Record Linkage with Random Forests. Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 37, 1–2. https://doi.org/10.1145/2951894.2951908

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries / Jun 19, 2016

Williams, K., & Giles, C. L. (2016). Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy. Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 275–276. https://doi.org/10.1145/2910896.2925468

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries / Jun 19, 2016

Williams, K., Wu, J., Wu, Z., & Giles, C. L. (2016). Information Extraction for Scholarly Digital Libraries. Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 287–288. https://doi.org/10.1145/2910896.2925430

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries / Jun 19, 2016

Kim, K., Khabsa, M., & Giles, C. L. (2016). Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN. Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 96, 269–270. https://doi.org/10.1145/2910896.2925465

AI Magazine / Sep 01, 2016

Albrecht, S. V., Bouchard, B., Brownstein, J. S., Buckeridge, D. L., Caragea, C., Carter, K. M., Darwiche, A., Fortuna, B., Francillette, Y., Gaboury, S., Giles, C. L., Grobelnik, M., Hruschka, E., Kephart, J. O., Kordjamshidi, P., Lisy, V., Magazzeni, D., Marques‐Silva, J., Marquis, P., … Zhang, J. (2016). Reports of the 2016 AAAI Workshop Program. AI Magazine, 37(3), 99–108. Portico. https://doi.org/10.1609/aimag.v37i3.2680

Proceedings of the International Workshop on Semantic Big Data / Jun 26, 2016

Choudhury, S. R., Wang, S., & Giles, C. Lee. (2016, June 26). Scalable algorithms for scholarly figure mining and semantics. Proceedings of the International Workshop on Semantic Big Data. https://doi.org/10.1145/2928294.2928305

Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion / Jan 01, 2016

Giles, C. L. (2016). Scholarly Big Data Knowledge and Semantics. Proceedings of the 25th International Conference Companion on World Wide Web - WWW ’16 Companion, 371–371. https://doi.org/10.1145/2872518.2890512

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries / Jun 19, 2016

Khabsa, M., Wu, Z., & Giles, C. L. (2016, June 19). Towards Better Understanding of Academic Search. Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries. https://doi.org/10.1145/2910896.2910922

Proceedings of the 25th ACM International on Conference on Information and Knowledge Management / Oct 24, 2016

Wang, S., Ororbia, A., Wu, Z., Williams, K., Liang, C., Pursel, B., & Giles, C. L. (2016, October 24). Using Prerequisites to Extract Concept Maps fromTextbooks. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. https://doi.org/10.1145/2983323.2983725

International Journal on Digital Libraries / Mar 07, 2015

Tuarob, S., Pouchard, L. C., Mitra, P., & Giles, C. L. (2015). A generalized topic modeling approach for automatic document annotation. International Journal on Digital Libraries, 16(2), 111–128. https://doi.org/10.1007/s00799-015-0146-2

2015 13th International Conference on Document Analysis and Recognition (ICDAR) / Aug 01, 2015

Tuarob, S., Mitra, P., & Giles, C. L. (2015). A hybrid approach to discover semantic hierarchical sections in scholarly documents. 2015 13th International Conference on Document Analysis and Recognition (ICDAR), 4, 1081–1085. https://doi.org/10.1109/icdar.2015.7333927

ACM Transactions on Knowledge Discovery from Data / Oct 12, 2015

Chen, H.-H., & Giles, C. L. (2015). ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank. ACM Transactions on Knowledge Discovery from Data, 10(2), 1–26. https://doi.org/10.1145/2776894

Proceedings of the 24th International Conference on World Wide Web / May 18, 2015

Ray Choudhury, S., & Giles, C. L. (2015). An Architecture for Information Extraction from Figures in Digital Libraries. Proceedings of the 24th International Conference on World Wide Web, 2, 667–672. https://doi.org/10.1145/2740908.2741712

Proceedings of the 8th International Conference on Knowledge Capture / Oct 07, 2015

Al-Zaidy, R. A., & Giles, C. L. (2015, October 7). Automatic Extraction of Data from Bar Charts. Proceedings of the 8th International Conference on Knowledge Capture. https://doi.org/10.1145/2815833.2816956

Proceedings of the 2015 ACM Symposium on Document Engineering / Sep 08, 2015

Ray Choudhury, S., Mitra, P., & Giles, C. L. (2015). Automatic Extraction of Figures from Scholarly Documents. Proceedings of the 2015 ACM Symposium on Document Engineering, 2, 47–50. https://doi.org/10.1145/2682571.2797085

Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries / Jun 21, 2015

Treeratpituk, P., Khabsa, M., & Giles, C. L. (2015). Automatically Generating a Concept Hierarchy with Graphs. Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries, 265–266. https://doi.org/10.1145/2756406.2756967

Proceedings of the 2015 ACM Symposium on Document Engineering / Sep 08, 2015

Liang, C., Wang, S., Wu, Z., Williams, K., Pursel, B., Brautigam, B., Saul, S., Williams, H., Bowen, K., & Giles, C. L. (2015). BBookX: An Automatic Book Creation Framework. Proceedings of the 2015 ACM Symposium on Document Engineering, 121–124. https://doi.org/10.1145/2682571.2797094

Proceedings of the 24th International Conference on World Wide Web / May 18, 2015

Ororbia, A. G., Wu, J., Khabsa, M., WIlliams, K., & Giles, C. L. (2015). Big Scholarly Data in CiteSeerX: Information Extraction from the Web. Proceedings of the 24th International Conference on World Wide Web, 597–602. https://doi.org/10.1145/2740908.2741736

Journal of Cheminformatics / Jan 19, 2015

Khabsa, M., & Giles, C. L. (2015). Chemical entity extraction using CRF and an ensemble of extractors. Journal of Cheminformatics, 7(S1). https://doi.org/10.1186/1758-2946-7-s1-s12

AI Magazine / Sep 01, 2015

Wu, J., William, K., Chen, H., Khabsa, M., Caragea, C., Tuarob, S., Ororbia, A., Jordan, D., Mitra, P., & Giles, C. L. (2015). CiteSeerX: AI in a Digital Library Search Engine. AI Magazine, 36(3), 35–48. Portico. https://doi.org/10.1609/aimag.v36i3.2601

Proceedings of the 2015 ACM Symposium on Document Engineering / Sep 08, 2015

Wang, S., Liang, C., Wu, Z., Williams, K., Pursel, B., Brautigam, B., Saul, S., Williams, H., Bowen, K., & Giles, C. L. (2015). Concept Hierarchy Extraction from Textbooks. Proceedings of the 2015 ACM Symposium on Document Engineering, 147–156. https://doi.org/10.1145/2682571.2797062

ACM Transactions on the Web / Oct 19, 2015

Gollapalli, S. D., Caragea, C., Mitra, P., & Giles, C. L. (2015). Improving Researcher Homepage Classification with Unlabeled Data. ACM Transactions on the Web, 9(4), 1–32. https://doi.org/10.1145/2767135

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing / Jan 01, 2015

Ororbia II, A., Giles, C. L., & Reitter, D. (2015). Learning a Deep Hybrid Model for Semi-Supervised Text Classification. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 471–481. https://doi.org/10.18653/v1/d15-1053

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing / Jan 01, 2015

Liang, C., Wu, Z., Huang, W., & Giles, C. L. (2015). Measuring Prerequisite Relations Among Concepts. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/v1/d15-1193

Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries / Jun 21, 2015

Khabsa, M., Treeratpituk, P., & Giles, C. L. (2015). Online Person Name Disambiguation with Constraints. Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries, 98, 37–46. https://doi.org/10.1145/2756406.2756915

Proceedings of the 8th International Conference on Knowledge Capture / Oct 07, 2015

Wu, J., Killian, J., Yang, H., Williams, K., Choudhury, S. R., Tuarob, S., Caragea, C., & Giles, C. L. (2015). PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search. Proceedings of the 8th International Conference on Knowledge Capture, 1–8. https://doi.org/10.1145/2815833.2815834

Proceedings of ACL-IJCNLP 2015 System Demonstrations / Jan 01, 2015

Wu, Z., Liang, C., & Giles, C. L. (2015). Storybase: Towards Building a Knowledge Base for News Events. Proceedings of ACL-IJCNLP 2015 System Demonstrations, 133–138. https://doi.org/10.3115/v1/p15-4023

Journal of Cheminformatics / Jan 19, 2015

Krallinger, M., Rabal, O., Leitner, F., Vazquez, M., Salgado, D., Lu, Z., Leaman, R., Lu, Y., Ji, D., Lowe, D. M., Sayle, R. A., Batista-Navarro, R. T., Rak, R., Huber, T., Rocktäschel, T., Matos, S., Campos, D., Tang, B., Xu, H., … Valencia, A. (2015). The CHEMDNER corpus of chemicals and drugs and its annotation principles. Journal of Cheminformatics, 7(S1). https://doi.org/10.1186/1758-2946-7-s1-s2

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data / May 27, 2015

Yuan, D., Mitra, P., Yu, H., & Giles, C. L. (2015, May 27). Updating Graph Indices with a One-Pass Algorithm. Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. https://doi.org/10.1145/2723372.2746482

ACM SIGWEB Newsletter / Jan 01, 2014

Tuarob, S., Mitra, P., & Giles, C. L. (2014). “Building a search engine for algorithms” by Suppawong Tuarob, Prasenjit Mitra, and C. Lee Giles with Martin Vesely as coordinator. ACM SIGWEB Newsletter, 2014(Winter), 1–9. https://doi.org/10.1145/2559858.2559863

2014 IEEE International Conference on Web Services / Jun 01, 2014

Williams, K., Li, L., Khabsa, M., Wu, J., Shih, P. C., & Giles, C. L. (2014). A Web Service for Scholarly Big Data Information Extraction. 2014 IEEE International Conference on Web Services, 3, 105–112. https://doi.org/10.1109/icws.2014.27

Proceedings of the 2014 ACM symposium on Document engineering / Sep 16, 2014

Williams, K., Chen, H.-H., & Giles, C. L. (2014). Classifying and ranking search engine results as potential sources of plagiarism. Proceedings of the 2014 ACM Symposium on Document Engineering, 12, 97–106. https://doi.org/10.1145/2644866.2644879

IEEE/ACM Joint Conference on Digital Libraries / Sep 01, 2014

Zhaohui Wu, Wenyi Huang, Chen Liang, & Giles, C. L. (2014). Crowd-sourcing Web knowledge for metadata extraction. IEEE/ACM Joint Conference on Digital Libraries, 141–144. https://doi.org/10.1109/jcdl.2014.6970160

Proceedings of the 2014 SIAM International Conference on Data Mining / Apr 28, 2014

Gollapalli, S. D., Qi, Y., Mitra, P., & Giles, C. L. (2014). Extracting Researcher Metadata with Labeled Features. Proceedings of the 2014 SIAM International Conference on Data Mining, 740–748. https://doi.org/10.1137/1.9781611973440.85

2014 IEEE International Conference on Big Data (Big Data) / Oct 01, 2014

Khabsa, M., Treeratpituk, P., & Giles, C. L. (2014). Large scale author name disambiguation in digital libraries. 2014 IEEE International Conference on Big Data (Big Data), 96, 41–42. https://doi.org/10.1109/bigdata.2014.7004487

2014 IEEE International Conference on Cloud Engineering / Mar 01, 2014

Wu, J., Teregowda, P., Williams, K., Khabsa, M., Jordan, D., Treece, E., Wu, Z., & Giles, C. L. (2014). Migrating a Digital Library to a Private Cloud. 2014 IEEE International Conference on Cloud Engineering, 34, 97–106. https://doi.org/10.1109/ic2e.2014.77

IEEE/ACM Joint Conference on Digital Libraries / Sep 01, 2014

Huang, W., Zhaohui Wu, Mitra, P., & Giles, C. L. (2014, September). RefSeer: A citation recommendation system. IEEE/ACM Joint Conference on Digital Libraries. https://doi.org/10.1109/jcdl.2014.6970192

2014 IEEE 30th International Conference on Data Engineering Workshops / Mar 01, 2014

Williams, K., Wu, J., Choudhury, S. R., Khabsa, M., & Giles, C. L. (2014). Scholarly big data information extraction and integration in the CiteSeer<sup>χ</sup> digital library. 2014 IEEE 30th International Conference on Data Engineering Workshops, 12, 68–73. https://doi.org/10.1109/icdew.2014.6818305

Proceedings of the 2014 ACM symposium on Document engineering / Sep 16, 2014

Williams, K., Wu, J., & Giles, C. L. (2014, September 16). SimSeerX: a similar document search engine. Proceedings of the 2014 ACM Symposium on Document Engineering. https://doi.org/10.1145/2644866.2644895

IEEE/ACM Joint Conference on Digital Libraries / Sep 01, 2014

Chen, H.-H., Khabsa, M., & Giles, C. L. (2014). The feasibility of investing in manual correction of metadata for a large-scale digital library. IEEE/ACM Joint Conference on Digital Libraries, 51, 225–228. https://doi.org/10.1109/jcdl.2014.6970172

Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing / Jan 01, 2014

Wu, J., Williams, K., Khabsa, M., & Giles, C. (2014). The Impact of User Corrections On A Crawl-Based Digital Library: A CiteSeerX Perspective. Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing. https://doi.org/10.4108/icst.collaboratecom.2014.257563

IEEE/ACM Joint Conference on Digital Libraries / Sep 01, 2014

Wu, Z., Wu, J., Khabsa, M., Williams, K., Chen, H.-H., Huang, W., Tuarob, S., Choudhury, S. R., Ororbia, A., Mitra, P., & Giles, C. L. (2014, September). Towards building a scholarly big data platform: Challenges, lessons and opportunities. IEEE/ACM Joint Conference on Digital Libraries. https://doi.org/10.1109/jcdl.2014.6970157

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 / Jan 01, 2013

Caragea, C., Giles, C. L., Rokach, L., & Liu, X. (2013). 2013 international workshop on computational scientometrics: theory and applications. Proceedings of the 22nd ACM International Conference on Conference on Information & Knowledge Management - CIKM ’13, 2545–2546. https://doi.org/10.1145/2505515.2505809

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Tuarob, S., Mitra, P., & Giles, C. L. (2013). A classification scheme for algorithm citation function in scholarly works. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 367–368. https://doi.org/10.1145/2467696.2467754

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Choudhury, S. R., Tuarob, S., Mitra, P., Rokach, L., Kirk, A., Szep, S., Pellegrino, D., Jones, S., & Giles, C. L. (2013, July 22). A figure search engine architecture for a chemistry digital library. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/2467696.2467757

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining / Aug 25, 2013

Chen, H.-H., & Giles, C. L. (2013). ASCOS: an asymmetric network structure COntext similarity measure. Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 442–449. https://doi.org/10.1145/2492517.2492539

2013 12th International Conference on Document Analysis and Recognition / Aug 01, 2013

Tuarob, S., Bhatia, S., Mitra, P., & Giles, C. L. (2013). Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning. 2013 12th International Conference on Document Analysis and Recognition, 738–742. https://doi.org/10.1109/icdar.2013.151

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Tuarob, S., Pouchard, L. C., & Giles, C. L. (2013). Automatic tag recommendation for metadata annotation using probabilistic topic modeling. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 17, 239–248. https://doi.org/10.1145/2467696.2467706

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Chen, H.-H., Treeratpituk, P., Mitra, P., & Giles, C. L. (2013). CSSeer: an expert recommendation system based on CiteseerX. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2008, 381–382. https://doi.org/10.1145/2467696.2467750

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 / Jan 01, 2013

Wu, Z., Li, Z., Mitra, P., & Giles, C. L. (2013). Can back-of-the-book indexes be automatically created? Proceedings of the 22nd ACM International Conference on Conference on Information & Knowledge Management - CIKM ’13, 1745–1750. https://doi.org/10.1145/2505515.2505627

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Caragea, C., Silvescu, A., Mitra, P., & Giles, C. L. (2013). Can’t see the forest for the trees?: a citation recommendation system. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 111–114. https://doi.org/10.1145/2467696.2467743

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 / Jan 01, 2013

Bennett, P., Giles, L., Halevy, A., Han, J., Hearst, M., & Leskovec, J. (2013). Channeling the deluge: research challenges for big data and information systems. Proceedings of the 22nd ACM International Conference on Conference on Information & Knowledge Management - CIKM ’13, 2537–2538. https://doi.org/10.1145/2505515.2525541

2013 12th International Conference on Document Analysis and Recognition / Aug 01, 2013

Choudhury, S. R., Mitra, P., Kirk, A., Szep, S., Pellegrino, D., Jones, S., & Giles, C. L. (2013, August). Figure Metadata Extraction from Digital Documents. 2013 12th International Conference on Document Analysis and Recognition. https://doi.org/10.1109/icdar.2013.34

Proceedings of the VLDB Endowment / Aug 01, 2013

Yuan, D., Mitra, P., & Giles, C. L. (2013). Mining and indexing graphs for supergraph search. Proceedings of the VLDB Endowment, 6(10), 829–840. https://doi.org/10.14778/2536206.2536211

Proceedings of the 2013 ACM symposium on Document engineering / Sep 10, 2013

Williams, K., & Giles, C. L. (2013). Near duplicate detection in an academic digital library. Proceedings of the 2013 ACM Symposium on Document Engineering, 91–94. https://doi.org/10.1145/2494266.2494312

Jan 01, 2013

Proceedings of the 2013 workshop on Computational scientometrics: theory & applications - CompSci ’13. (2013). https://doi.org/10.1145/2508497

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries / Jul 22, 2013

Gollapalli, S. D., Mitra, P., & Giles, C. L. (2013). Ranking experts using author-document-topic graphs. Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 87–96. https://doi.org/10.1145/2467696.2467707

Proceedings of the 22nd international conference on World Wide Web / May 13, 2013

Gollapalli, S. D., Caragea, C., Mitra, P., & Giles, C. L. (2013). Researcher homepage classification using unlabeled data. Proceedings of the 22nd International Conference on World Wide Web, 32, 471–482. https://doi.org/10.1145/2488388.2488430

2013 IEEE International Conference on Cloud Engineering (IC2E) / Mar 01, 2013

Teregowda, P., & Giles, C. L. (2013). Scaling SeerSuite in the Cloud. 2013 IEEE International Conference on Cloud Engineering (IC2E), 2008, 146–155. https://doi.org/10.1109/ic2e.2013.41

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 / Jan 01, 2013

Giles, C. L. (2013). Scholarly big data: information extraction and data mining. Proceedings of the 22nd ACM International Conference on Conference on Information & Knowledge Management - CIKM ’13, 1–2. https://doi.org/10.1145/2505515.2527109

Proceedings of the 2013 ACM symposium on Document engineering / Sep 10, 2013

Wu, Z., Das, S., Li, Z., Mitra, P., & Giles, C. L. (2013). Searching online book documents and analyzing book citations. Proceedings of the 2013 ACM Symposium on Document Engineering, 81–90. https://doi.org/10.1145/2494266.2494282

2013 12th International Conference on Document Analysis and Recognition / Aug 01, 2013

Wu, Z., Mitra, P., & Giles, C. L. (2013, August). Table of contents recognition and extraction for heterogeneous book documents. 2013 12th International Conference on Document Analysis and Recognition. https://doi.org/10.1109/icdar.2013.244

Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks / Jun 22, 2013

Chen, H.-H., Miller, D. J., & Giles, C. L. (2013). The predictive value of young and old links in a social network. Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks, 43–48. https://doi.org/10.1145/2484702.2484711

2013 IEEE International Conference on Healthcare Informatics / Sep 01, 2013

Chen, H.-H., Gou, L., Zhang, X. L., & Giles, C. L. (2013). Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures. 2013 IEEE International Conference on Healthcare Informatics, 286, 505–510. https://doi.org/10.1109/ichi.2013.78

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries / Jun 10, 2012

Teregowda, P. B., Khabsa, M., & Giles, C. L. (2012). A system for indexing tables, algorithms and figures. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 343–344. https://doi.org/10.1145/2232817.2232882

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries / Jun 10, 2012

Khabsa, M., Treeratpituk, P., & Giles, C. L. (2012, June 10). AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/2232817.2232852

Proceedings of the 27th Annual ACM Symposium on Applied Computing / Mar 26, 2012

Chen, H.-H., Gou, L., Zhang, X. (Luke), & Giles, C. L. (2012, March 26). Discovering missing links in networks using vertex similarity measures. Proceedings of the 27th Annual ACM Symposium on Applied Computing. https://doi.org/10.1145/2245276.2245305

Proceedings of the 21st ACM international conference on Information and knowledge management / Oct 29, 2012

Khabsa, M., Treeratpituk, P., & Giles, C. L. (2012). Entity resolution using search engine results. Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2363–2366. https://doi.org/10.1145/2396761.2398641

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries / Jun 10, 2012

Tuarob, S., Mitra, P., & Giles, C. L. (2012). Improving algorithm search using the algorithm co-citation network. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 277–280. https://doi.org/10.1145/2232817.2232869

2012 IEEE 28th International Conference on Data Engineering / Apr 01, 2012

Yuan, D., Mitra, P., Yu, H., & Giles, C. L. (2012). Iterative Graph Feature Mining for Graph Indexing. 2012 IEEE 28th International Conference on Data Engineering, 1910, 198–209. https://doi.org/10.1109/icde.2012.11

Proceedings of the 21st ACM international conference on Information and knowledge management / Oct 29, 2012

Huang, W., Kataria, S., Caragea, C., Mitra, P., Giles, C. L., & Rokach, L. (2012). Recommending citations: translating papers into references. Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 99, 1910–1914. https://doi.org/10.1145/2396761.2398542

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries / Jun 10, 2012

Gollapalli, S. D., Mitra, P., & Giles, C. L. (2012, June 10). Similar researcher search in academic environments. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/2232817.2232849

D-Lib Magazine / Jul 01, 2012

Bhatia, S., Caragea, C., Chen, H.-H., Wu, J., Treeratpituk, P., Wu, Z., Khabsa, M., Mitra, P., & Giles, C. L. (2012). Specialized Research Datasets in the CiteSeerX Digital Library. D-Lib Magazine, 18(7/8). https://doi.org/10.1045/july2012-bhatia

Proceedings of the 4th Annual ACM Web Science Conference / Jun 22, 2012

Wu, J., Teregowda, P., Ramírez, J. P. F., Mitra, P., Zheng, S., & Giles, C. L. (2012). The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists. Proceedings of the 4th Annual ACM Web Science Conference, 6, 340–343. https://doi.org/10.1145/2380718.2380762

Proceedings of the twelfth international workshop on Web information and data management / Nov 02, 2012

Wu, J., Teregowda, P., Khabsa, M., Carman, S., Jordan, D., San Pedro Wandelmer, J., Lu, X., Mitra, P., & Giles, C. L. (2012). Web crawler middleware for search engine digital libraries: a case study for citeseerX. Proceedings of the Twelfth International Workshop on Web Information and Data Management, 57–64. https://doi.org/10.1145/2389936.2389949

ACM Transactions on the Web / Feb 01, 2011

Song, Y., Zhang, L., & Giles, C. L. (2011). Automatic tag recommendation algorithms for social recommender systems. ACM Transactions on the Web, 5(1), 1–31. https://doi.org/10.1145/1921591.1921595

Proceedings of the sixth international conference on Knowledge capture / Jun 26, 2011

Chen, H.-H., Gou, L., Zhang, X., & Giles, C. L. (2011). Capturing missing edges in social networks using vertex similarity. Proceedings of the Sixth International Conference on Knowledge Capture, 195–196. https://doi.org/10.1145/1999676.1999722

Proceedings of the fourth ACM international conference on Web search and data mining / Feb 09, 2011

He, Q., Kifer, D., Pei, J., Mitra, P., & Giles, C. L. (2011). Citation recommendation without author supervision. Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, 200, 755–764. https://doi.org/10.1145/1935826.1935926

Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries / Jun 13, 2011

Chen, H.-H., Gou, L., Zhang, X., & Giles, C. L. (2011, June 13). CollabSeer: a search engine for collaboration discovery. Proceedings of the 11th Annual International ACM/IEEE Joint Conference on Digital Libraries. https://doi.org/10.1145/1998076.1998121

ACM Transactions on Information Systems / Apr 01, 2011

Sun, B., Mitra, P., Lee Giles, C., & Mueller, K. T. (2011). Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents. ACM Transactions on Information Systems, 29(2), 1–38. https://doi.org/10.1145/1961209.1961215

Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries / Jun 13, 2011

Gollapalli, S. D., Giles, C. L., Mitra, P., & Caragea, C. (2011). On identifying academic homepages for digital libraries. Proceedings of the 11th Annual International ACM/IEEE Joint Conference on Digital Libraries, 123–132. https://doi.org/10.1145/1998076.1998099

Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries / Jun 13, 2011

Gollapalli, S. D., Mitra, P., & Giles, C. L. (2011). Ranking authors in digital libraries. Proceedings of the 11th Annual International ACM/IEEE Joint Conference on Digital Libraries, 251–254. https://doi.org/10.1145/1998076.1998123

2011 IEEE Seventh International Conference on e-Science Workshops / Dec 01, 2011

Duffy, C., Leonard, L., Bhatt, G., Yu, X., & Giles, L. (2011). Watershed Reanalysis: Towards a National Strategy for Model-Data Integration. 2011 IEEE Seventh International Conference on E-Science Workshops, 43, 61–65. https://doi.org/10.1109/esciencew.2011.32

Lecture Notes in Computer Science / Jan 01, 2010

Advances in Social Network Mining and Analysis. (2010). In L. Giles, M. Smith, J. Yen, & H. Zhang (Eds.), Lecture Notes in Computer Science. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-14929-0

2010 IEEE 3rd International Conference on Cloud Computing / Jul 01, 2010

Teregowda, P., Urgaonkar, B., & Giles, C. L. (2010). Cloud Computing: A Digital Libraries Perspective. 2010 IEEE 3rd International Conference on Cloud Computing, 115–122. https://doi.org/10.1109/cloud.2010.49

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

He, Q., Pei, J., Kifer, D., Mitra, P., & Giles, L. (2010). Context-aware citation recommendation. Proceedings of the 19th International Conference on World Wide Web, 421–430. https://doi.org/10.1145/1772690.1772734

Proceedings of the 18th ACM international conference on Multimedia / Oct 25, 2010

Wang, J. Z., Ge, W., Snow, D. R., Mitra, P., & Giles, C. L. (2010). Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach. Proceedings of the 18th ACM International Conference on Multimedia, 3072, 1325–1332. https://doi.org/10.1145/1873951.1874214

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

Sun, Y., & Giles, C. L. (2010). Estimating the web robot population. Proceedings of the 19th International Conference on World Wide Web, 280, 1189–1190. https://doi.org/10.1145/1772690.1772868

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

Huang, J., Gao, J., Miao, J., Li, X., Wang, K., Behr, F., & Giles, C. L. (2010). Exploring web scale language models for search query processing. Proceedings of the 19th International Conference on World Wide Web, 6, 451–460. https://doi.org/10.1145/1772690.1772737

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

Bhatia, S., Mitra, P., & Giles, C. L. (2010). Finding algorithms in scientific articles. Proceedings of the 19th International Conference on World Wide Web, 1061–1062. https://doi.org/10.1145/1772690.1772804

Journal of the American Society for Information Science and Technology / Feb 01, 2010

Zhang, H., Qiu, B., Ivanova, K., Giles, C. L., Foley, H. C., & Yen, J. (2010). Locality and attachedness‐based temporal social network growth dynamics analysis: A case study of evolving nanotechnology scientific collaboration networks. Journal of the American Society for Information Science and Technology, 61(5), 964–977. Portico. https://doi.org/10.1002/asi.21225

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

Giles, C. L., Sun, Y., & Councill, I. G. (2010). Measuring the web crawler ethics. Proceedings of the 19th International Conference on World Wide Web, 1101–1102. https://doi.org/10.1145/1772690.1772824

2010 IEEE Second International Conference on Social Computing / Aug 01, 2010

Li, H., Tian, Y., Lee, W.-C., Giles, C. L., & Chen, M.-C. (2010). Personalized Feed Recommendation Service for Social Networks. 2010 IEEE Second International Conference on Social Computing, 96–103. https://doi.org/10.1109/socialcom.2010.23

Jun 21, 2010

Proceedings of the 10th annual joint conference on Digital libraries. (2010, June 21). https://doi.org/10.1145/1816123

Proceedings of the international conference on Multimedia information retrieval / Mar 29, 2010

Gou, L., Chen, H.-H., Kim, J.-H., Zhang, X. (Luke), & Giles, C. L. (2010). SNDocRank: a social network-based video search ranking framework. Proceedings of the International Conference on Multimedia Information Retrieval, 3, 367–376. https://doi.org/10.1145/1743384.1743443

Proceedings of the 19th international conference on World wide web / Apr 26, 2010

Gou, L., Chen, H.-H., Kim, J.-H., Zhang, X. (Luke), & Giles, C. L. (2010). SNDocRank: document ranking based on social networks. Proceedings of the 19th International Conference on World Wide Web, 73, 1103–1104. https://doi.org/10.1145/1772690.1772825

Proceedings of the 10th annual joint conference on Digital libraries / Jun 21, 2010

Gou, L., Zhang, X. (Luke), Chen, H.-H., Kim, J.-H., & Giles, C. L. (2010). Social network document ranking. Proceedings of the 10th Annual Joint Conference on Digital Libraries, 27, 313–322. https://doi.org/10.1145/1816123.1816170

2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology / Aug 01, 2010

Sun, Y., Councill, I. G., & Giles, C. L. (2010, August). The Ethicality of Web Crawlers. 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology. https://doi.org/10.1109/wi-iat.2010.316

Proceedings of the 10th annual joint conference on Digital libraries / Jun 21, 2010

Li, N., Zhu, L., Mitra, P., Mueller, K., Poweleit, E., & Giles, C. L. (2010). oreChem ChemXSeer: a semantic digital library for chemistry. Proceedings of the 10th Annual Joint Conference on Digital Libraries, 245–254. https://doi.org/10.1145/1816123.1816160

Lecture Notes in Computer Science / Jan 01, 2009

Advances in Web Mining and Web Usage Analysis. (2009). In H. Zhang, M. Spiliopoulou, B. Mobasher, C. L. Giles, A. McCallum, O. Nasraoui, J. Srivastava, & J. Yen (Eds.), Lecture Notes in Computer Science. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-00528-2

International Journal on Document Analysis and Recognition (IJDAR) / Apr 16, 2009

Lu, X., Kataria, S., Brouwer, W. J., Wang, J. Z., Mitra, P., & Giles, C. L. (2009). Automated analysis of images in documents for intelligent document search. International Journal on Document Analysis and Recognition (IJDAR), 12(2), 65–81. https://doi.org/10.1007/s10032-009-0081-0

Software: Practice and Experience / Apr 22, 2009

Song, Y., Kołcz, A., & Giles, C. L. (2009). Better Naive Bayes classification for high‐precision spam detection. Software: Practice and Experience, 39(11), 1003–1024. Portico. https://doi.org/10.1002/spe.925

International Journal of Human-Computer Studies / Apr 01, 2009

Farooq, U., Ganoe, C. H., Carroll, J. M., & Giles, C. L. (2009). Designing for e-science: Requirements gathering for collaboration in CiteSeer. International Journal of Human-Computer Studies, 67(4), 297–312. https://doi.org/10.1016/j.ijhcs.2007.10.005

Proceedings of the 18th ACM conference on Information and knowledge management / Nov 02, 2009

He, Q., Chen, B., Pei, J., Qiu, B., Mitra, P., & Giles, L. (2009). Detecting topic evolution in scientific literature: how can citations help? Proceedings of the 18th ACM Conference on Information and Knowledge Management, 200, 957–966. https://doi.org/10.1145/1645953.1646076

Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries / Jun 15, 2009

Treeratpituk, P., & Giles, C. L. (2009, June 15). Disambiguating authors in academic publications using random forests. Proceedings of the 9th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/1555400.1555408

Proceedings of the 18th ACM conference on Information and knowledge management / Nov 02, 2009

Zheng, S., Song, R., Wen, J.-R., & Giles, C. L. (2009). Efficient record-level wrapper induction. Proceedings of the 18th ACM Conference on Information and Knowledge Management, 17, 47–56. https://doi.org/10.1145/1645953.1645962

Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries / Jun 15, 2009

Bolelli, L., Ertekin, S., Zhou, D., & Giles, C. L. (2009). Finding topic trends in digital libraries. Proceedings of the 9th ACM/IEEE-CS Joint Conference on Digital Libraries, 69–72. https://doi.org/10.1145/1555400.1555411

Proceedings of the 18th international conference on World wide web / Apr 20, 2009

Zheng, S., Dmitriev, P., & Giles, C. L. (2009). Graph based crawler seed selection. Proceedings of the 18th International Conference on World Wide Web, 1089–1090. https://doi.org/10.1145/1526709.1526870

Proceedings of the 18th ACM conference on Information and knowledge management / Nov 02, 2009

Zheng, S., Dmitriev, P., & Giles, C. L. (2009). Graph-based seed selection for web-scale crawlers. Proceedings of the 18th ACM Conference on Information and Knowledge Management, 1967–1970. https://doi.org/10.1145/1645953.1646277

2009 10th International Conference on Document Analysis and Recognition / Jan 01, 2009

Liu, Y., Bai, K., Mitra, P., & Giles, C. L. (2009). Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. 2009 10th International Conference on Document Analysis and Recognition. https://doi.org/10.1109/icdar.2009.138

Proceedings of the 18th ACM conference on Information and knowledge management / Nov 02, 2009

Sun, B., Mitra, P., & Giles, C. L. (2009). Independent informative subgraph mining for graph information retrieval. Proceedings of the 18th ACM Conference on Information and Knowledge Management, 563–572. https://doi.org/10.1145/1645953.1646026

Proceedings of the 18th ACM conference on Information and knowledge management / Nov 02, 2009

Sun, B., Mitra, P., & Giles, C. L. (2009). Learning to rank graphs for online similar graph search. Proceedings of the 18th ACM Conference on Information and Knowledge Management, 1871–1874. https://doi.org/10.1145/1645953.1646252

Proceedings of the Eighth ACM International Workshop on Data Engineering for Wireless and Mobile Access / Jun 29, 2009

Gou, L., Kim, J.-H., Chen, H.-H., Collins, J., Goodman, M., Zhang, X. (Luke), & Giles, C. L. (2009). MobiSNA: a mobile video social network application. Proceedings of the Eighth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 10, 53–56. https://doi.org/10.1145/1594139.1594155

2008 The Eighth IAPR International Workshop on Document Analysis Systems / Sep 01, 2008

Liu, Y., Mitra, P., & Giles, C. L. (2008). A Fast Preprocessing Method for Table Boundary Detection: Narrowing Down the Sparse Lines Using Solely Coordinate Information. 2008 The Eighth IAPR International Workshop on Document Analysis Systems, 431–438. https://doi.org/10.1109/das.2008.77

2008 Eighth IEEE International Conference on Data Mining / Dec 01, 2008

Song, Y., Zhang, L., & Giles, C. L. (2008). A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. 2008 Eighth IEEE International Conference on Data Mining, 1031–1036. https://doi.org/10.1109/icdm.2008.20

Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries / Jun 16, 2008

Lu, X., Kahle, B., Wang, J. Z., & Giles, C. L. (2008). A metadata generation system for scanned scientific volumes. Proceedings of the 8th ACM/IEEE-CS Joint Conference on Digital Libraries, 167–176. https://doi.org/10.1145/1378889.1378918

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Song, Y., Zhang, L., & Giles, C. L. (2008). A sparse gaussian processes classification framework for fast tag suggestions. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 93–102. https://doi.org/10.1145/1458082.1458098

2008 Eighth International Conference on Web Engineering / Jul 01, 2008

Sun, Y., Councill, I. G., & Giles, C. L. (2008). BotSeer: An Automated Information System for Analyzing Web Robots. 2008 Eighth International Conference on Web Engineering, 9, 108–114. https://doi.org/10.1109/icwe.2008.27

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems / Apr 06, 2008

Zhang, X., Qu, Y., Giles, C. L., & Song, P. (2008, April 6). CiteSense: supporting sensemaking of research literature. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/1357054.1357161

Proceedings of the international conference on Web search and web data mining - WSDM '08 / Jan 01, 2008

Huang, J., Zhuang, Z., Li, J., & Giles, C. L. (2008). Collaboration over time: characterizing and modeling network evolution. Proceedings of the International Conference on Web Search and Web Data Mining - WSDM ’08, 107. https://doi.org/10.1145/1341531.1341548

Information Processing & Management / Mar 01, 2008

Farooq, U., Ganoe, C. H., Carroll, J. M., Councill, I. G., & Lee Giles, C. (2008). Design and evaluation of awareness mechanisms in CiteSeer. Information Processing & Management, 44(2), 596–612. https://doi.org/10.1016/j.ipm.2007.05.009

2008 19th International Conference on Pattern Recognition / Dec 01, 2008

Yang Song, & Giles, C. L. (2008). Efficient user preference predictions using collaborative filtering. 2008 19th International Conference on Pattern Recognition, 1–4. https://doi.org/10.1109/icpr.2008.4761814

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Huang, J., Madani, O., & Giles, C. L. (2008). Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 5, 83–92. https://doi.org/10.1145/1458082.1458097

Proceedings of the 17th international conference on World Wide Web / Apr 21, 2008

Zhou, D., Bian, J., Zheng, S., Zha, H., & Giles, C. L. (2008). Exploring social annotations for information retrieval. Proceedings of the 17th International Conference on World Wide Web, 715–724. https://doi.org/10.1145/1367497.1367594

Proceedings of the 2008 SIAM International Conference on Data Mining / Apr 24, 2008

Liu, Y., Lita, L. V., Niculescu, R. S., Mitra, P., & Giles, C. L. (2008). Finding a Haystack in Haystacks – Simultaneous Identification of Concepts in Large Bio-Medical Corpora. Proceedings of the 2008 SIAM International Conference on Data Mining, 668–679. https://doi.org/10.1137/1.9781611972788.61

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Liu, Y., Mitra, P., & Giles, C. L. (2008, October 26). Identifying table boundaries in digital documents via sparse line detection. Proceedings of the 17th ACM Conference on Information and Knowledge Management. https://doi.org/10.1145/1458082.1458255

Proceedings of the 17th international conference on World Wide Web / Apr 21, 2008

Zhou, D., Zhu, S., Yu, K., Song, X., Tseng, B. L., Zha, H., & Giles, C. L. (2008). Learning multiple graphs for document recommendations. Proceedings of the 17th International Conference on World Wide Web, 14, 141–150. https://doi.org/10.1145/1367497.1367517

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Sun, Y., Li, H., Councill, I. G., Lee, W.-C., & Giles, C. L. (2008). Measuring user preference changes in digital libraries. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 1497–1498. https://doi.org/10.1145/1458082.1458353

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Tan, Q., Mitra, P., & Giles, C. L. (2008). Metadata extraction and indexing for map search in web documents. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 1367–1368. https://doi.org/10.1145/1458082.1458282

Proceedings of the 17th international conference on World Wide Web / Apr 21, 2008

Sun, B., Mitra, P., & Giles, C. L. (2008). Mining, indexing, and searching for textual chemical molecule information on the web. Proceedings of the 17th International Conference on World Wide Web, 6, 735–744. https://doi.org/10.1145/1367497.1367597

Proceedings of the first international workshop on Location and the web / Apr 22, 2008

Zhuang, Z., Brunk, C., & Giles, C. L. (2008). Modeling and visualizing geo-sensitive queries based on user clicks. Proceedings of the First International Workshop on Location and the Web, 73–76. https://doi.org/10.1145/1367798.1367811

Proceedings of the 10th ACM workshop on Web information and data management / Oct 30, 2008

Sun, Y., Li, H., Councill, I. G., Huang, J., Lee, W.-C., & Giles, C. L. (2008). Personalized ranking for digital libraries based on log analysis. Proceedings of the 10th ACM Workshop on Web Information and Data Management, 133–140. https://doi.org/10.1145/1458502.1458524

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval / Jul 20, 2008

Song, Y., Zhuang, Z., Li, H., Zhao, Q., Li, J., Lee, W.-C., & Giles, C. L. (2008, July 20). Real-time automatic tag recommendation. Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. https://doi.org/10.1145/1390334.1390423

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Liu, Y., Lita, L. V., Niculescu, R. S., Bai, K., Mitra, P., & Giles, C. L. (2008). Real-time data pre-processing technique for efficient feature extraction in large scale datasets. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 30, 981–990. https://doi.org/10.1145/1458082.1458211

ACM SIGKDD Explorations Newsletter / Dec 20, 2008

Zhang, H., Smith, M., Giles, C. L., Yen, J., & Foley, H. (2008). SNAKDD 2008 social network mining and analysis postworkshop report. ACM SIGKDD Explorations Newsletter, 10(2), 74–77. https://doi.org/10.1145/1540276.1540298

Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008

Li, H., Nie, Z., Lee, W.-C., Giles, L., & Wen, J.-R. (2008). Scalable community discovery on textual data with relations. Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2000, 1203–1212. https://doi.org/10.1145/1458082.1458241

Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries / Jun 16, 2008

Browuer, W., Kataria, S., Das, S., Mitra, P., & Giles, C. L. (2008). Segregating and extracting overlapping data points in two-dimensional plots. Proceedings of the 8th ACM/IEEE-CS Joint Conference on Digital Libraries, 276–279. https://doi.org/10.1145/1378889.1378936

2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology / Dec 01, 2008

Zhuang, Z., Brunk, C., Mitra, P., & Giles, C. L. (2008). Towards Click-Based Models of Geographic Interests in Web Search. 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 293–299. https://doi.org/10.1109/wiiat.2008.365

International Journal on Digital Libraries / Sep 23, 2008

Li, H., Lee, W.-C., Sivasubramaniam, A., & Giles, C. L. (2008). Workload analysis for scientific literature digital libraries. International Journal on Digital Libraries, 9(2), 139–149. https://doi.org/10.1007/s00799-008-0043-z

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Bolelli, L., Ertekin, S., Zhou, D., & Giles, C. L. (2007). A clustering method for web data with multi-type interrelated components. Proceedings of the 16th International Conference on World Wide Web, 1121–1122. https://doi.org/10.1145/1242572.1242725

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Sun, Y., Zhuang, Z., & Giles, C. L. (2007). A large-scale study of robots.txt. Proceedings of the 16th International Conference on World Wide Web, 1123–1124. https://doi.org/10.1145/1242572.1242726

Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Jul 23, 2007

Ertekin, S., Huang, J., & Giles, C. L. (2007, July 23). Active learning for class imbalance problem. Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. https://doi.org/10.1145/1277741.1277927

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries / Jun 18, 2007

Yan, S., Lee, D., Kan, M.-Y., & Giles, L. C. (2007). Adaptive sorted neighborhood methods for efficient record linkage. Proceedings of the 7th ACM/IEEE-CS Joint Conference on Digital Libraries, 185–194. https://doi.org/10.1145/1255175.1255213

Communications of the ACM / Dec 01, 2007

Lee, D., Kang, J., Mitra, P., Giles, C. L., & On, B.-W. (2007). Are your citations clean? Communications of the ACM, 50(12), 33–38. https://doi.org/10.1145/1323688.1323690

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) / Sep 01, 2007

Lu, X., Wang, J., Mitra, P., & Giles, C. L. (2007). Automatic Extraction of Data from 2-D Plots in Documents. Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), 13, 188–192. https://doi.org/10.1109/icdar.2007.4378701

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Liu, Y., Bai, K., Mitra, P., & Giles, C. L. (2007). Automatic searching of tables in digital libraries. Proceedings of the 16th International Conference on World Wide Web, 1135–1136. https://doi.org/10.1145/1242572.1242732

Proceedings of the ACM first workshop on CyberInfrastructure: information management in eScience / Nov 09, 2007

Mitra, P., Giles, C. L., Sun, B., & Liu, Y. (2007). ChemXSeer: a digital library and data repository for chemical kinetics. Proceedings of the ACM First Workshop on CyberInfrastructure: Information Management in EScience, 7–10. https://doi.org/10.1145/1317353.1317356

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Lu, X., Wang, J. Z., Mitra, P., & Giles, C. L. (2007). Deriving knowledge from figures for digital libraries. Proceedings of the 16th International Conference on World Wide Web, 1229–1230. https://doi.org/10.1145/1242572.1242780

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management / Nov 06, 2007

Tan, Q., Mitra, P., & Giles, C. L. (2007). Designing clustering-based web crawling policies for search engine crawlers. Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management, 535–544. https://doi.org/10.1145/1321440.1321516

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Tan, Q., Zhuang, Z., Mitra, P., & Giles, C. L. (2007). Designing efficient sampling techniques to detect webpage updates. Proceedings of the 16th International Conference on World Wide Web, 1147–1148. https://doi.org/10.1145/1242572.1242738

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining / Aug 12, 2007

Jo, Y., Lagoze, C., & Giles, C. L. (2007). Detecting research topics via the correlation between graphs and texts. Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 370–379. https://doi.org/10.1145/1281192.1281234

IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) / Nov 01, 2007

Sun, Y., Zhuang, Z., Councill, I. G., & Giles, C. L. (2007, November). Determining Bias to Search Engines from Robots.txt. IEEE/WIC/ACM International Conference on Web Intelligence (WI’07). https://doi.org/10.1109/wi.2007.98

Seventh IEEE International Conference on Data Mining (ICDM 2007) / Oct 01, 2007

Zhou, D., Councill, I., Zha, H., & Giles, C. L. (2007). Discovering Temporal Communities from Social Network Documents. Seventh IEEE International Conference on Data Mining (ICDM 2007), 745–750. https://doi.org/10.1109/icdm.2007.56

Proceedings of the 2007 SIAM International Conference on Data Mining / Apr 26, 2007

Huang, J., Ertekin, S., Song, Y., Zha, H., & Giles, C. L. (2007). Efficient Multiclass Boosting Classification with Active Learning. Proceedings of the 2007 SIAM International Conference on Data Mining, 297–308. https://doi.org/10.1137/1.9781611972771.27

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries / Jun 18, 2007

Song, Y., Huang, J., Councill, I. G., Li, J., & Giles, C. L. (2007, June 18). Efficient topic-based unsupervised name disambiguation. Proceedings of the 7th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/1255175.1255243

Proceedings of the 2007 international ACM conference on Conference on supporting group work - GROUP '07 / Jan 01, 2007

Farooq, U., Kannampallil, T. G., Song, Y., Ganoe, C. H., Carroll, J. M., & Giles, L. (2007). Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. Proceedings of the 2007 International ACM Conference on Conference on Supporting Group Work - GROUP ’07, 351. https://doi.org/10.1145/1316624.1316677

Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) / Oct 01, 2007

Zheng, S., Zhou, D., Li, J., & Giles, C. L. (2007). Extracting Author Meta-Data from Web Using Visual Features. Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007), 33–40. https://doi.org/10.1109/icdmw.2007.59

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Sun, B., Tan, Q., Mitra, P., & Giles, C. L. (2007). Extraction and search of chemical formulae in text documents on the web. Proceedings of the 16th International Conference on World Wide Web, 22, 251–260. https://doi.org/10.1145/1242572.1242607

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Song, Y., Huang, J., Councill, I. G., Li, J., & Giles, C. L. (2007, May 8). Generative models for name disambiguation. Proceedings of the 16th International Conference on World Wide Web. https://doi.org/10.1145/1242572.1242746

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences / Dec 01, 2007

LIN, T., & GILES, C. L. (2007). Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E90-A(12), 2916–2929. https://doi.org/10.1093/ietfec/e90-a.12.2916

Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) / Oct 01, 2007

Zhang, H., Li, W., Wang, X., Giles, C. L., Foley, H. C., & Yen, J. (2007). HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks. Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007), 3, 27–32. https://doi.org/10.1109/icdmw.2007.115

Proceedings of the 16th international conference on World Wide Web / May 08, 2007

Zhao, Q., Mitra, P., & Giles, C. L. (2007). Image annotation by hierarchical mapping of features. Proceedings of the 16th International Conference on World Wide Web, 1237–1238. https://doi.org/10.1145/1242572.1242784

International Conference on Semantic Computing (ICSC 2007) / Sep 01, 2007

Lu, X., Wang, J. Z., & Giles, C. L. (2007). Intelligent Parsing of Scanned Volumes for Web Based Archives. International Conference on Semantic Computing (ICSC 2007), 559–568. https://doi.org/10.1109/icsc.2007.47

IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) / Nov 01, 2007

Bolelli, L., Ertekin, S., Zhou, D., & Giles, C. L. (2007). K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets. IEEE/WIC/ACM International Conference on Web Intelligence (WI’07), 6, 198–204. https://doi.org/10.1109/wi.2007.61

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management / Nov 06, 2007

Ertekin, S., Huang, J., Bottou, L., & Giles, L. (2007, November 6). Learning on the border: active learning in imbalanced data classification. Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management. https://doi.org/10.1145/1321440.1321461

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries / Jun 18, 2007

Zhuang, Z., Elmacioglu, E., Lee, D., & Giles, C. L. (2007). Measuring conference quality by mining program committee characteristics. Proceedings of the 7th ACM/IEEE-CS Joint Conference on Digital Libraries, 311, 225–234. https://doi.org/10.1145/1255175.1255220

Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) / Oct 01, 2007

Huang, S., Zhao, Q., Mitra, P., & Giles, C. L. (2007). Query Expansion Using Topic and Location. Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007), 3, 619–624. https://doi.org/10.1109/icdmw.2007.116

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries / Jun 18, 2007

Li, H., Lee, W.-C., Sivasubramaniam, A., & Giles, L. (2007). SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines. Proceedings of the 7th ACM/IEEE-CS Joint Conference on Digital Libraries, 137–146. https://doi.org/10.1145/1255175.1255203

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Vol 2 / Sep 01, 2007

Liu, Y., Bai, K., Mitra, P., & Giles, C. (2007, September). Searching for Tables in Digital Documents. Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Vol 2. https://doi.org/10.1109/icdar.2007.4377052

IEEE Internet Computing / Nov 01, 2007

Farooq, U., Song, Y., Carroll, J. M., & Giles, C. L. (2007). Social Bookmarking for Scholarly Digital Libraries. IEEE Internet Computing, 11(6), 29–35. https://doi.org/10.1109/mic.2007.135

2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07) / Jan 01, 2007

Farooq, U., Ganoe, C., Carroll, J., & Giles, C. (2007). Supporting distributed scientific collaboration: Implications for designing the CiteSeer collaboratory. 2007 40th Annual Hawaii International Conference on System Sciences (HICSS’07), 26–26. https://doi.org/10.1109/hicss.2007.506

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries / Jun 18, 2007

Liu, Y., Bai, K., Mitra, P., & Giles, C. L. (2007, June 18). TableSeer: automatic table metadata extraction and searching in digital libraries. Proceedings of the 7th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/1255175.1255193

Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Jul 23, 2007

Sun, B., Mitra, P., Giles, C. L., Yen, J., & Zha, H. (2007). Topic segmentation with shared topic detection and alignment of multiple documents. Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 199–206. https://doi.org/10.1145/1277741.1277778

ACM SIGKDD Explorations Newsletter / Dec 01, 2007

Zhang, H., Yen, J., Giles, C. L., Mombaster, B., Spiliopoulou, M., Srivastava, J., Nasraoui, O., & McCallum, A. (2007). WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. ACM SIGKDD Explorations Newsletter, 9(2), 87–92. https://doi.org/10.1145/1345448.1345468

Proceedings of the 8th annual ACM international workshop on Web information and data management / Nov 10, 2006

Jaiswal, A. R., Giles, C. L., Mitra, P., & Wang, J. Z. (2006). An architecture for creating collaborative semantically capable scientific data sharing infrastructures. Proceedings of the 8th Annual ACM International Workshop on Web Information and Data Management, 104, 75–82. https://doi.org/10.1145/1183550.1183566

Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries / Jun 11, 2006

Lu, X., Mitra, P., Wang, J. Z., & Giles, C. L. (2006). Automatic categorization of figures in scientific documents. Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries, 129–138. https://doi.org/10.1145/1141753.1141778

Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries / Jun 11, 2006

Liu, Y., Mitra, P., Giles, C. L., & Bai, K. (2006). Automatic extraction of table metadata from digital documents. Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries, 339–340. https://doi.org/10.1145/1141753.1141835

Sixth International Conference on Data Mining (ICDM'06) / Dec 01, 2006

Song, Y., Zhou, D., Huang, J., Councill, I., Zha, H., & Giles, C. (2006). Boosting the Feature Space: Text Classification for Unstructured Data on the Web. Sixth International Conference on Data Mining (ICDM’06), 2, 1064–1069. https://doi.org/10.1109/icdm.2006.31

Proceedings of the 1st international conference on Scalable information systems - InfoScale '06 / Jan 01, 2006

Li, H., Councill, I. G., Bolelli, L., Zhou, D., Song, Y., Lee, W.-C., Sivasubramaniam, A., & Giles, C. L. (2006). CiteSeerχ: a scalable autonomous scientific digital library. Proceedings of the 1st International Conference on Scalable Information Systems - InfoScale ’06, 18-es. https://doi.org/10.1145/1146847.1146865

Proceedings of the 15th international conference on World Wide Web / May 23, 2006

Li, H., Councill, I., Lee, W.-C., & Giles, C. L. (2006). CiteSeerx: an architecture and web service design for an academic document search engine. Proceedings of the 15th International Conference on World Wide Web, 883–884. https://doi.org/10.1145/1135777.1135926

Proceedings of the American Society for Information Science and Technology / Jan 01, 2006

Yan, S., Giles, C. L., & Jansen, B. J. (2006). Formal definitions of web information search. Proceedings of the American Society for Information Science and Technology, 43(1), 1–1. Portico. https://doi.org/10.1002/meet.1450430152

Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries / Jun 11, 2006

Councill, I. G., Li, H., Zhuang, Z., Debnath, S., Bolelli, L., Lee, W. C., Sivasubramaniam, A., & Giles, C. L. (2006). Learning metadata from the evidence in an on-line citation matching scheme. Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries, 593, 276–285. https://doi.org/10.1145/1141753.1141817

Proceedings of the 15th international conference on World Wide Web / May 23, 2006

Zhou, D., Manavoglu, E., Li, J., Giles, C. L., & Zha, H. (2006). Probabilistic models for discovering e-communities. Proceedings of the 15th International Conference on World Wide Web, 173–182. https://doi.org/10.1145/1135777.1135807

Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06 / Jan 01, 2006

Zhou, D., Ji, X., Zha, H., & Giles, C. L. (2006). Topic evolution and social interactions: how authors effect research. Proceedings of the 15th ACM International Conference on Information and Knowledge Management - CIKM ’06, 248. https://doi.org/10.1145/1183614.1183653

Proceedings of the 2005 ACM symposium on Applied computing / Mar 13, 2005

Han, H., Xu, W., Zha, H., & Giles, C. L. (2005). A hierarchical naive Bayes mixture model for name disambiguation in author citations. Proceedings of the 2005 ACM Symposium on Applied Computing, 1065–1069. https://doi.org/10.1145/1066677.1066920

Proceedings of the 3rd international conference on Knowledge capture / Oct 02, 2005

Debnath, S., & Giles, C. L. (2005). A learning based model for headline extraction of news articles to find explanatory sentences for events. Proceedings of the 3rd International Conference on Knowledge Capture, 189–190. https://doi.org/10.1145/1088622.1088662

Proceedings of the 3rd international conference on Knowledge capture / Oct 02, 2005

Councill, I. G., Giles, C. L., Han, H., & Manavoglu, E. (2005). Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. Proceedings of the 3rd International Conference on Knowledge Capture, 19–26. https://doi.org/10.1145/1088622.1088627

Proceedings of the 2005 ACM symposium on Applied computing / Mar 13, 2005

Debnath, S., Mitra, P., & Giles, C. L. (2005). Automatic extraction of informative blocks from webpages. Proceedings of the 2005 ACM Symposium on Applied Computing, 1810, 1722–1726. https://doi.org/10.1145/1066677.1067065

Proceedings of the 3rd international conference on Knowledge capture / Oct 02, 2005

Debnath, S., Upneja, A., & Giles, C. L. (2005). Learning term-relationships for ontology construction: creating business ontologies for event explanation. Proceedings of the 3rd International Conference on Knowledge Capture, 191–192. https://doi.org/10.1145/1088622.1088663

Special interest tracks and posters of the 14th international conference on World Wide Web - WWW '05 / Jan 01, 2005

Petricek, V., Cox, I. J., Han, H., Councill, I. G., & Giles, C. L. (2005). Modeling the author bias between two on-line computer science citation databases. Special Interest Tracks and Posters of the 14th International Conference on World Wide Web - WWW ’05, 1062. https://doi.org/10.1145/1062745.1062869

Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries / Jun 07, 2005

Han, H., Zha, H., & Giles, C. L. (2005, June 7). Name disambiguation in author citations using a K-way spectral clustering method. Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/1065385.1065462

Proceedings of the 2005 ACM symposium on Applied computing / Mar 13, 2005

Han, H., Manavoglu, E., Zha, H., Tsioutsiouliklis, K., Giles, C. L., & Zhang, X. (2005). Rule-based word clustering for document metadata extraction. Proceedings of the 2005 ACM Symposium on Applied Computing, 1049–1053. https://doi.org/10.1145/1066677.1066917

Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries / Jun 07, 2005

Zhuang, Z., Wagle, R., & Giles, C. L. (2005). What’s there and what’s not?: focused crawling for missing documents in digital libraries. Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries, 301–310. https://doi.org/10.1145/1065385.1065455

Proceedings of the 2nd international conference on Service oriented computing / Nov 15, 2004

Petinot, Y., Giles, C. L., Bhatnagar, V., Teregowda, P. B., Han, H., & Councill, I. (2004). A service-oriented architecture for digital libraries. Proceedings of the 2nd International Conference on Service Oriented Computing, 263–268. https://doi.org/10.1145/1035167.1035205

ACM Transactions on Information Systems / Oct 01, 2004

Park, S.-T., Pennock, D. M., Giles, C. L., & Krovetz, R. (2004). Analysis of lexical signatures for improving information persistence on the World Wide Web. ACM Transactions on Information Systems, 22(4), 540–572. https://doi.org/10.1145/1028099.1028101

Proceedings of the thirteenth ACM international conference on Information and knowledge management / Nov 13, 2004

Petinot, Y., Giles, C. L., Bhatnagar, V., Teregowda, P. B., Han, H., & Councill, I. (2004). CiteSeer-API: towards seamless resource location and interlinking for digital libraries. Proceedings of the Thirteenth ACM International Conference on Information and Knowledge Management, 553–561. https://doi.org/10.1145/1031171.1031275

IEEE Intelligent Systems / Nov 01, 2004

Pavlov, D., Manavoglu, E., Pennock, D. M., & Lee Giles, C. (2004). Collaborative Filtering with Maximum Entropy. IEEE Intelligent Systems, 19(06), 40–48. https://doi.org/10.1109/mis.2004.59

IEEE INFOCOM 2004

Seung-Taek Park, Pennock, D. M., & Giles, C. L. (n.d.). Comparing static and dynamic measurements and models of the internet’s AS topology. IEEE INFOCOM 2004, 3, 1616–1627. https://doi.org/10.1109/infcom.2004.1354574

Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries / Jun 07, 2004

Petinot, Y., Giles, C. L., Bhatnagar, V., Teregowdae, P. B., & Han, H. (2004). Enabling interoperability for autonomous digital libraries: an API to citeseer services. Proceedings of the 4th ACM/IEEE-CS Joint Conference on Digital Libraries, 372–373. https://doi.org/10.1145/996350.996437

ACM Transactions on Internet Technology / May 01, 2004

Flake, G. W., Frasconi, P., Giles, C. L., & Maggini, M. (2004). Guest editorial: Machine learning for the Internet. ACM Transactions on Internet Technology, 4(2), 125–128. https://doi.org/10.1145/990301.990302

ACM Transactions on Internet Technology / Nov 01, 2004

Flake, G. W., Frasconi, P., Giles, C. L., & Maggini, M. (Eds.). (2004). Guest editorial: Machine learning for the Internet. ACM Transactions on Internet Technology, 4(4), 341–343. https://doi.org/10.1145/1031114.1031115

Proceedings of the 6th annual ACM international workshop on Web information and data management / Nov 12, 2004

Giles, C. L. (2004). Next generation CiteSeer. Proceedings of the 6th Annual ACM International Workshop on Web Information and Data Management, 47–47. https://doi.org/10.1145/1031453.1031454

Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries / Jun 07, 2004

Pant, G., Tsioutsiouliklis, K., Johnson, J., & Giles, C. L. (2004, June 7). Panorama: extending digital libraries with topical crawlers. Proceedings of the 4th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/996350.996384

Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries / Jun 07, 2004

Han, H., Giles, L., Zha, H., Li, C., & Tsioutsiouliklis, K. (2004, June 7). Two supervised learning approaches for name disambiguation in author citations. Proceedings of the 4th ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/996350.996419

Proceedings of the 9th annual SIGCSE conference on Innovation and technology in computer science education / Jun 28, 2004

Cassel, L. N., Fox, E. A., Lee, J., Pérez-Quiñones, M. A., Knox, D., Impagliazzo, J., & Giles, L. (2004). Using CITIDEL to develop and share class plans. Proceedings of the 9th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 270–270. https://doi.org/10.1145/1007996.1008106

Proceedings of the National Academy of Sciences / Dec 15, 2004

Giles, C. L., & Councill, I. G. (2004). Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing. Proceedings of the National Academy of Sciences, 101(51), 17599–17604. https://doi.org/10.1073/pnas.0407743101

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval / Jul 28, 2003

Krovetz, R., Ugurel, S., & Giles, C. L. (2003). Classification of source code archives. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, 13, 425–426. https://doi.org/10.1145/860435.860533

Proceedings of the second international joint conference on Autonomous agents and multiagent systems / Jul 14, 2003

Bacastow, T. M., Cook, B. R., Jim, K.-C., & Giles, C. L. (2003). Don’t move: the T-Rex effect in the predator-prey world. Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, 924–925. https://doi.org/10.1145/860575.860727

Proceedings of the 4th ACM conference on Electronic commerce / Jun 09, 2003

Debnath, S., Pennock, D. M., Giles, C. L., & Lawrence, S. (2003). Information incorporation in online in-Game sports betting markets. Proceedings of the 4th ACM Conference on Electronic Commerce, 258–259. https://doi.org/10.1145/779928.779987

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval / Jul 28, 2003

Han, H., Manavoglu, E., Giles, C. L., & Zha, H. (2003). Rule-based word clustering for text classification. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, 445–446. https://doi.org/10.1145/860435.860543

IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428)

Park, S.-T., Khrabrov, A., Pennock, D. M., Lawrence, S., Giles, C. L., & Ungar, L. H. (n.d.). Static and dynamic analysis of the Internet’s susceptibility to faults and attacks. IEEE INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428), 3, 2144–2154. https://doi.org/10.1109/infcom.2003.1209235

Proceedings of the 8th annual conference on Innovation and technology in computer science education / Jun 30, 2003

Cassel, L. N., Impagliazzo, J., Knox, D., Giles, C. L., Fox, E. A., Lee, J., & Pérez-Quiñones, M. A. (2003). Using an education oriented digital library to organize and present classes in computing and information. Proceedings of the 8th Annual Conference on Innovation and Technology in Computer Science Education, 260–260. https://doi.org/10.1145/961511.961621

2003 Joint Conference on Digital Libraries, 2003. Proceedings.

Petinot, Y., Teregowda, P. B., Hui Han, Giles, C. L., Lawrence, S., Rangaswamy, A., & Pal, N. (n.d.). eBizSearch: an OAI-compliant digital library for ebusiness. 2003 Joint Conference on Digital Libraries, 2003. Proceedings., 199–209. https://doi.org/10.1109/jcdl.2003.1204864

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval / Jul 28, 2003

Giles, C. L., Petinot, Y., Teregowda, P. B., Han, H., Lawrence, S., Rangaswamy, A., & Pal, N. (2003). eBizSearch: a niche search engine for e-business. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, 413–414. https://doi.org/10.1145/860435.860527

Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval / Aug 11, 2002

Park, S.-T., Pennock, D. M., Giles, C. L., & Krovetz, R. (2002). Analysis of lexical signatures for finding lost or related documents. Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1, 11–18. https://doi.org/10.1145/564376.564381

Proceedings of the 11th international conference on World Wide Web / May 07, 2002

Flake, G. W., Glover, E. J., Lawrence, S., & Giles, C. L. (2002). Extracting query modifications from nonlinear SVMs. Proceedings of the 11th International Conference on World Wide Web, 2, 317–324. https://doi.org/10.1145/511446.511488

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining / Jul 23, 2002

Ugurel, S., Krovetz, R., & Giles, C. L. (2002, July 23). What’s the code?: automatic classification of source code archives. Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/775047.775141

Neural Computation / Jun 01, 2001

Tiňo, P., Horne, B. G., & Giles, C. L. (2001). Attractive Periodic Sets in Discrete-Time Recurrent Networks (with Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks). Neural Computation, 13(6), 1379–1414. https://doi.org/10.1162/08997660152002898

Proceedings 2001 Symposium on Applications and the Internet

Coetzee, F. M., Glover, E., Lawrence, S., & Giles, C. L. (n.d.). Feature selection in Web applications by ROC inflections and powerset pruning. Proceedings 2001 Symposium on Applications and the Internet, 5–14. https://doi.org/10.1109/saint.2001.905163

Proceedings of the fifth international conference on Autonomous agents / May 28, 2001

Jim, K.-C., & Giles, C. L. (2001). How communication can improve the performance of multi-agent systems. Proceedings of the Fifth International Conference on Autonomous Agents, 584–591. https://doi.org/10.1145/375735.376455

Computer / Mar 01, 2001

Lawrence, S., Pennock, D. M., Flake, G. W., Krovetz, R., Coetzee, F. M., Glover, E., Nielsen, F. A., Kruger, A., & Giles, C. L. (2001). Persistence of Web references in scientific research. Computer, 34(3), 26–31. https://doi.org/10.1109/2.901164

Lecture Notes in Computer Science / Jan 01, 2001

Sequence Learning: Paradigms, Algorithms, and Applications. (2001). In R. Sun & C. L. Giles (Eds.), Lecture Notes in Computer Science. Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-44565-x

Communications of the ACM / Dec 01, 2001

Glover, E. J., Lawrence, S., Gordon, M. D., Birmingham, W. P., & Giles, C. L. (2001). Web Search---Your Way. Communications of the ACM, 44(12), 97–102. https://doi.org/10.1145/501317.501319

intelligence / Apr 01, 2000

Lawrence, S., & Giles, C. L. (2000). Accessibility of information on the Web. Intelligence, 11(1), 32–39. https://doi.org/10.1145/333175.333181

Proceedings IEEE Advances in Digital Libraries 2000

Popescul, A., Flake, G. W., Lawrence, S., Ungar, L. H., & Giles, C. L. (n.d.). Clustering and identifying temporal trends in document databases. Proceedings IEEE Advances in Digital Libraries 2000, 173–182. https://doi.org/10.1109/adl.2000.848380

IEEE Intelligent Systems / Mar 01, 2000

Bollacker, K. D., Lawrence, S., & Giles, C. L. (2000). Discovering relevant scientific literature on the Web. IEEE Intelligent Systems, 15(2), 42–47. https://doi.org/10.1109/5254.850826

Neural Computation / Oct 01, 2000

Bakker, R., Schouten, J. C., Giles, C. L., Takens, F., & Bleek, C. M. van den. (2000). Learning Chaotic Attractors by Neural Networks. Neural Computation, 12(10), 2355–2383. https://doi.org/10.1162/089976600300014971

IEEE Transactions on Knowledge and Data Engineering / Jan 01, 2000

Lawrence, S., Giles, C. L., & Fong, S. (2000). Natural language grammatical inference with recurrent neural networks. IEEE Transactions on Knowledge and Data Engineering, 12(1), 126–140. https://doi.org/10.1109/69.842255

Proceedings of the ninth international conference on Information and knowledge management / Nov 06, 2000

Lawrence, S., Coetzee, F., Glover, E., Flake, G., Pennock, D., Krovetz, B., Nielsen, F., Kruger, A., & Giles, L. (2000). Persistence of information on the web: analyzing citations contained in research articles. Proceedings of the Ninth International Conference on Information and Knowledge Management, 1, 235–242. https://doi.org/10.1145/354756.354824

Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073)

Cetintemel, U., Franklin, M. J., & Giles, C. L. (n.d.). Self-adaptive user profiles for large-scale data delivery. Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073), 35, 622–633. https://doi.org/10.1109/icde.2000.839477

Artificial Life / Jul 01, 2000

Jim, K.-C., & Giles, C. L. (2000). Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. Artificial Life, 6(3), 237–254. https://doi.org/10.1162/106454600568861

Proceedings of the fourth ACM conference on Digital libraries / Aug 01, 1999

Bollacker, K. D., Lawrence, S., & Giles, C. L. (1999). A system for automatic personalized tracking of scientific literature on the Web. Proceedings of the Fourth ACM Conference on Digital Libraries, 2, 105–113. https://doi.org/10.1145/313238.313270

IEEE Transactions on Signal Processing / Jan 01, 1999

Back, A. D., Horne, B. G., Ah Chung Tsoi, & Giles, C. G. (1999). Alternative discrete-time operators: an algorithm for optimal selection of parameters. IEEE Transactions on Signal Processing, 47(9), 2612–2615. https://doi.org/10.1109/78.782226

Proceedings of the eighth international conference on Information and knowledge management / Nov 01, 1999

Glover, E. J., Lawrence, S., Birmingham, W. P., & Giles, C. L. (1999). Architecture of a metasearch engine that supports user information needs. Proceedings of the Eighth International Conference on Information and Knowledge Management, 2, 210–216. https://doi.org/10.1145/319950.319980

Proceedings of the third annual conference on Autonomous Agents / Apr 01, 1999

Lawrence, S., Giles, C. L., & Bollacker, K. D. (1999). Autonomous citation matching. Proceedings of the Third Annual Conference on Autonomous Agents, 392–393. https://doi.org/10.1145/301136.301255

Proceedings of the fourth ACM conference on Digital libraries / Aug 01, 1999

Lawrence, S., Bollacker, K., & Giles, C. L. (1999). Distributed error correction. Proceedings of the Fourth ACM Conference on Digital Libraries, 232. https://doi.org/10.1145/313238.313390

Proceedings of the eighth international conference on Information and knowledge management / Nov 01, 1999

Lawrence, S., Bollacker, K., & Giles, C. L. (1999). Indexing and retrieval of scientific literature. Proceedings of the Eighth International Conference on Information and Knowledge Management, 139–146. https://doi.org/10.1145/319950.319970

Proceedings of the eighth international conference on Information and knowledge management / Nov 01, 1999

Giles, C. L. (1999). Searching the web (keynote address): can you find what you want? Proceedings of the Eighth International Conference on Information and Knowledge Management, 1. https://doi.org/10.1145/319950.319951

IEEE Communications Magazine / Jan 01, 1999

Lawrence, S., & Giles, C. L. (1999). Searching the Web: general and scientific information access. IEEE Communications Magazine, 37(1), 116–122. https://doi.org/10.1109/35.739314

Lecture Notes in Computer Science / Jan 01, 1998

Adaptive Processing of Sequences and Data Structures: International Summer School on Neural Networks “E.R. Caianiello” Vietri sul Mare, Salerno, Italy September 6–13, 1997 Tutorial Lectures. (1998). In C. L. Giles & M. Gori (Eds.), Lecture Notes in Computer Science. Springer Berlin Heidelberg. https://doi.org/10.1007/bfb0053992

Proceedings of the second international conference on Autonomous agents - AGENTS '98 / Jan 01, 1998

Bollacker, K. D., Lawrence, S., & Giles, C. L. (1998). CiteSeer: an autonous Web agent for automatic retrieval and identification of interesting publications. Proceedings of the Second International Conference on Autonomous Agents - AGENTS ’98, 116–123. https://doi.org/10.1145/280765.280786

IEEE Internet Computing / Jan 01, 1998

Lawrence, S., & Giles, C. L. (1998). Context and page analysis for improved Web search. IEEE Internet Computing, 2(4), 38–46. https://doi.org/10.1109/4236.707689

IEEE Transactions on Fuzzy Systems / Jan 01, 1998

Omlin, C. W., Thornber, K. K., & Giles, C. L. (1998). Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks. IEEE Transactions on Fuzzy Systems, 6(1), 76–89. https://doi.org/10.1109/91.660809

Neural Networks / Jul 01, 1998

Lin, T., Horne, B. G., & Giles, C. L. (1998). How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. Neural Networks, 11(5), 861–868. https://doi.org/10.1016/s0893-6080(98)00018-5

IEEE Transactions on Neural Networks / Sep 01, 1998

Giles, C. L., Sun, R., & Zurada, J. M. (1998). Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications. IEEE Transactions on Neural Networks, 9(5), 721–723. https://doi.org/10.1109/tnn.1998.712147

Proceedings. IEEE Symposium on FPGAs for Custom Computing Machines (Cat. No.98TB100251)

Sakr, M. F., Levitan, S. P., Giles, C. L., & Chiarulli, D. M. (n.d.). Reconfigurable processor architectures exploiting high bandwidth optical channels. Proceedings. IEEE Symposium on FPGAs for Custom Computing Machines (Cat. No.98TB100251), 275–276. https://doi.org/10.1109/fpga.1998.707914

IEEE Transactions on Signal Processing / Jan 01, 1997

Tsung-Nan Lin, Giles, C. L., Horne, B. G., & Sun-Yuan Kung. (1997). A delay damage model selection algorithm for NARX neural networks. IEEE Transactions on Signal Processing, 45(11), 2719–2730. https://doi.org/10.1109/78.650098

IEEE Transactions on Neural Networks / Nov 01, 1997

Lawrence, S., Back, A. D., Tsoi, A. C., & Giles, C. L. (1997). On the distribution of performance from multiple neural-network trials. IEEE Transactions on Neural Networks, 8(6), 1507–1517. https://doi.org/10.1109/72.641472

Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr)

Giles, C. L., Lawrence, S., & Ah Chung Tsoi. (n.d.). Rule inference for financial prediction using recurrent neural networks. Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr), xii, 253–259. https://doi.org/10.1109/cifer.1997.618945

Lecture Notes in Computer Science / Jan 01, 1998

Sun, G. Z., Giles, C. L., & Chen, H. H. (1998). The neural network pushdown automaton: Architecture, dynamics and training. In Adaptive Processing of Sequences and Data Structures (pp. 296–345). Springer Berlin Heidelberg. https://doi.org/10.1007/bfb0054003

Neurocomputing / Jun 01, 1997

Siegelmann, H. T., & Lee Giles, C. (1997). The complexity of language recognition by neural networks. Neurocomputing, 15(3–4), 327–345. https://doi.org/10.1016/s0925-2312(97)00015-5

IEEE Transactions on Neural Networks / Sep 01, 1997

Clouse, D. S., Giles, C. L., Horne, B. G., & Cottrell, G. W. (1997). Time-delay neural networks: representation and induction of finite-state machines. IEEE Transactions on Neural Networks, 8(5), 1065–1070. https://doi.org/10.1109/72.623208

IEEE Transactions on Neural Networks / Nov 01, 1996

Kam-Chuen Jim, Giles, C. L., & Horne, B. G. (1996). An analysis of noise in recurrent neural networks: convergence and generalization. IEEE Transactions on Neural Networks, 7(6), 1424–1438. https://doi.org/10.1109/72.548170

Proceedings of International Conference on Neural Networks (ICNN'96)

Lawrence, S., Giles, C. L., & Sandiway Fong. (n.d.). Can recurrent neural networks learn natural language grammars? Proceedings of International Conference on Neural Networks (ICNN’96), 4, 1853–1858. https://doi.org/10.1109/icnn.1996.549183

Journal of the ACM / Nov 01, 1996

Omlin, C. W., & Giles, C. L. (1996). Constructing deterministic finite-state automata in recurrent neural networks. Journal of the ACM, 43(6), 937–972. https://doi.org/10.1145/235809.235811

Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition / Jan 01, 1996

Lawrence, S., Giles, C. L., & Ah Chung Tsoi. (1996). Convolutional neural networks for face recognition. Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2257, 217–222. https://doi.org/10.1109/cvpr.1996.517077

Proceedings of International Conference on Neural Networks (ICNN'96)

Lawrence, S., Ah Chung Tsoi, & Giles, C. L. (n.d.). Correctness, efficiency, extendability and maintainability in neural network simulation. Proceedings of International Conference on Neural Networks (ICNN’96), 1, 474–479. https://doi.org/10.1109/icnn.1996.548939

Neural Networks / Jan 01, 1996

Omlin, C. W., & Giles, C. L. (1996). Extraction of rules from discrete-time recurrent neural networks. Neural Networks, 9(1), 41–52. https://doi.org/10.1016/0893-6080(95)00086-0

Proceedings of International Conference on Neural Networks (ICNN'96)

Lawrence, S., Ah Chung Tsoi, & Giles, C. L. (n.d.). Local minima and generalization. Proceedings of International Conference on Neural Networks (ICNN’96), 1, 371–376. https://doi.org/10.1109/icnn.1996.548920

Proceedings of International Conference on Neural Networks (ICNN'96)

Sakr, M. E., Giles, C. L., Levitan, S. P., Horne, B. G., Maggini, M., & Chiarulli, D. M. (n.d.). Online prediction of multiprocessor memory access patterns. Proceedings of International Conference on Neural Networks (ICNN’96), 3, 1564–1569. https://doi.org/10.1109/icnn.1996.549133

Proceedings of International Conference on Neural Networks (ICNN'96)

Omlin, C. W., Thornber, K. K., & Giles, C. L. (n.d.). Representation of fuzzy finite state automata in continuous recurrent, neural networks. Proceedings of International Conference on Neural Networks (ICNN’96), 2, 1023–1027. https://doi.org/10.1109/icnn.1996.549038

IEEE Transactions on Knowledge and Data Engineering / Jan 01, 1996

Omlin, C. W., & Giles, C. L. (1996). Rule revision with recurrent neural networks. IEEE Transactions on Knowledge and Data Engineering, 8(1), 183–188. https://doi.org/10.1109/69.485647

Neural Computation / May 01, 1996

Omlin, C. W., & Giles, C. L. (1996). Stable Encoding of Large Finite-State Automata in Recurrent Neural Networks with Sigmoid Discriminants. Neural Computation, 8(4), 675–696. https://doi.org/10.1162/neco.1996.8.4.675

IEEE Transactions on Neural Networks / Jul 01, 1995

Giles, C. L., Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chung Lee, & Goudreau, M. W. (1995). Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution. IEEE Transactions on Neural Networks, 6(4), 829–836. https://doi.org/10.1109/72.392247

Neural Networks / Jan 01, 1995

Lee Giles, C., Horne, B. G., & Lin, T. (1995). Learning a class of large finite state machines with a recurrent neural network. Neural Networks, 8(9), 1359–1365. https://doi.org/10.1016/0893-6080(95)00041-0

Neural Networks / Jan 01, 1995

Goudreau, M. W., & Giles, C. L. (1995). Using recurrent neural networks to learn the structure of interconnection networks. Neural Networks, 8(5), 793–804. https://doi.org/10.1016/0893-6080(95)00025-u

IEEE Transactions on Neural Networks / May 01, 1994

Goudreau, M. W., Giles, C. L., Chakradhar, S. T., & Chen, D. (1994). First-order versus second-order single-layer recurrent neural networks. IEEE Transactions on Neural Networks, 5(3), 511–513. https://doi.org/10.1109/72.286928

IEEE Transactions on Neural Networks / Jan 01, 1994

Giles, C. L., & Omlin, C. W. (1994). Pruning recurrent neural networks for improved generalization performance. IEEE Transactions on Neural Networks, 5(5), 848–851. https://doi.org/10.1109/72.317740

IEEE International Conference on Neural Networks

Chen, D., Giles, C. L., Sun, G. Z., Chen, H. H., Lee, Y. C., & Goudreau, M. W. (n.d.). Constructive learning of recurrent neural networks. IEEE International Conference on Neural Networks, 4, 1196–1201. https://doi.org/10.1109/icnn.1993.298727

International Journal of Pattern Recognition and Artificial Intelligence / Aug 01, 1993

MILLER, C. B., & GILES, C. L. (1993). EXPERIMENTAL COMPARISON OF THE EFFECT OF ORDER IN RECURRENT NEURAL NETWORKS. International Journal of Pattern Recognition and Artificial Intelligence, 07(04), 849–872. https://doi.org/10.1142/s0218001493000431

IEEE International Conference on Neural Networks

Giles, C. L., & Omlin, C. W. (n.d.). Rule refinement with recurrent neural networks. IEEE International Conference on Neural Networks, 801–806. https://doi.org/10.1109/icnn.1993.298658

International Journal of Neural Systems / Jan 01, 1992

Goudreau, M. W., & Giles, C. L. (1992). ROUTING IN RANDOM MULTISTAGE INTERCONNECTIONS NETWORKS: COMPARING EXHAUSTIVE SEARCH, GREEDY AND NEURAL NETWORK APPROACHES. International Journal of Neural Systems, 03(02), 125–142. https://doi.org/10.1142/s0129065792000115

Machine Learning Proceedings 1992 / Jan 01, 1992

Omlin, C. W., & Giles, C. L. (1992). Training Second-Order Recurrent Neural Networks using Hints. In Machine Learning Proceedings 1992 (pp. 361–366). Elsevier. https://doi.org/10.1016/b978-1-55860-247-2.50051-6

1990 IJCNN International Joint Conference on Neural Networks / Jan 01, 1990

Sun, G. Z., Chen, H. H., Lee, Y. C., & Giles, C. L. (1990). Recurrent neural networks, hidden Markov models and stochastic grammars. 1990 IJCNN International Joint Conference on Neural Networks, 62, 729–734 vol.1. https://doi.org/10.1109/ijcnn.1990.137655

Neural Networks / Jan 01, 1988

Giles, C. L., Griffin, R. D., & Maxwell, T. (1988). Computational advantages of higher order neural networks. Neural Networks, 1, 95. https://doi.org/10.1016/0893-6080(88)90134-7

Proceedings of the 1986 ACM fourteenth annual conference on Computer science - CSC '86 / Jan 01, 1986

Huang, A., Leonberger, F., & Neff, J. (1986). Future directions in optical computing (panel session). In C. L. Giles (Ed.), Proceedings of the 1986 ACM fourteenth annual conference on Computer science - CSC ’86 (p. 387). ACM Press. https://doi.org/10.1145/324634.325460