Work with Dr. C. Lee Giles, Ph.D. | NotedSource
Emeritus David Reese Professor with expertise in deep
learning
https://cv.notedsource.io/me/DZLOY7KR
Dr. C. Lee Giles, Ph.D.
Emeritus David Reese Professor with expertise in deep learning
Research Expertise
Information extraction
search engines
information retrieval
deep learning
digital libraries
Publications
Face recognition: a convolutional
neural-network approach
IEEE Transactions on Neural
Networks
1997
Accessibility of information on the web
Nature
1999
Searching the World Wide Web
Science
1998
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
2000
Self-organization and identification of
Web communities
Computer
2002
CiteSeer
Proceedings of the third ACM conference
on Digital libraries - DL '98
1998
Efficient identification of Web
communities
Proceedings of the sixth ACM SIGKDD
international conference on Knowledge
discovery and data mining
2000
Electromagnetic scattering by magnetic
spheres
Journal of the Optical Society of
America
1983
Digital libraries and autonomous citation
indexing
Computer
1999
DEADLINER
Proceedings of the ninth international
conference on Information and knowledge
management
2000
Learning long-term dependencies in NARX
recurrent neural networks
IEEE Transactions on Neural
Networks
1996
Learning, invariance, and generalization
in high-order neural networks
Applied Optics
1987
Biology and palaeontology papers in arXiv
Unknown Venue
2013
Winners don't take all: Characterizing the
competition for links on the web
Proceedings of the National Academy of
Sciences
2002
Learning and Extracting Finite State
Automata with Second-Order Recurrent
Neural Networks
Neural Computation
1992
Computational capabilities of recurrent
NARX neural networks
IEEE Transactions on Systems, Man, and
Cybernetics, Part B (Cybernetics)
1997
Automatic document metadata extraction
using support vector machines
2003 Joint Conference on Digital
Libraries, 2003. Proceedings.
The Number of Scholarly Documents on the
Public Web
PLoS ONE
2014
Neural ParsCit: a deep learning-based
reference string parser
International Journal on Digital
Libraries
2018
Neural Network Classification and Prior
Class Probabilities
Lecture Notes in Computer Science
1998
CHEMDNER: The drugs and chemical names
extraction challenge
Journal of Cheminformatics
2015
IKNN: Informative K-Nearest Neighbor
Pattern Classification
Lecture Notes in Computer Science
Co-ranking Authors and Documents in a
Heterogeneous Network
Seventh IEEE International Conference
on Data Mining (ICDM 2007)
2007
Learning to Extract Semantic Structure
from Documents Using Multimodal Fully
Convolutional Neural Networks
2017 IEEE Conference on Computer Vision
and Pattern Recognition (CVPR)
2017
The Real Power of Artificial Markets
Science
2001
Scholarly publishing in the Internet age:
a citation analysis of computer science
literature
Information Processing &
Management
2001
Efficient Name Disambiguation for
Large-Scale Databases
Lecture Notes in Computer Science
2006
After the Earthquake: What Future for
Haiti?
Poverty in Haiti
2011
Dynamic recurrent neural networks: Theory
and applications
IEEE Transactions on Neural
Networks
1994
Los Alamos National Laboratory 1995 self
assessment report
Unknown Venue
1995
Second-order recurrent neural networks for
grammatical inference
IJCNN-91-Seattle International Joint
Conference on Neural Networks
Inquirus, the NECI meta search engine
Computer Networks and ISDN
Systems
1998
Hot streaks in artistic, cultural, and
scientific careers
Nature
2018
Improving category specific Web search by
learning query modifications
Proceedings 2001 Symposium on
Applications and the Internet
A Neural Probabilistic Model for Context
Based Citation Recommendation
Proceedings of the AAAI Conference on
Artificial Intelligence
2015
Explanation-Based Neural Network Learning
The Kluwer International Series in
Engineering and Computer Science
1996
Nonconvex Online Support Vector Machines
IEEE Transactions on Pattern Analysis
and Machine Intelligence
2011
A Neural Temporal Model for Human Motion
Prediction
2019 IEEE/CVF Conference on Computer
Vision and Pattern Recognition
(CVPR)
2019
An LDA-based Community Structure Discovery
Approach for Large-Scale Social Networks
2007 IEEE Intelligence and Security
Informatics
2007
Goos-Hänchen shifts from absorbing media
Physical Review A
1982
Screenomics: A Framework to Capture
and Analyze Personal Life Experiences and
the Ways that Technology Shapes Them
Human–Computer Interaction
2019
EXPERIMENTAL COMPARISON OF THE EFFECT OF
ORDER IN RECURRENT NEURAL NETWORKS
Series in Machine Perception and
Artificial Intelligence
1994
Probabilistic user behavior models
Third IEEE International Conference on
Data Mining
Automatic identification of informative
sections of Web pages
IEEE Transactions on Knowledge and Data
Engineering
2005
A Strategic Perspective on Search Engines:
Thought Candies for Practitioners and
Researchers
Journal of Interactive Marketing
2009
Topic and Trend Detection in Text
Collections Using Latent Dirichlet
Allocation
Lecture Notes in Computer Science
2009
Apparatus and method for processing
natural language and apparatus and method
for speech recognition
The Journal of the Acoustical Society
of America
2000
Sequence learning: from recognition and
prediction to sequential decision making
IEEE Intelligent Systems
2001
Learning context-free grammars with
recurrent neural networks
IJCNN'01. International Joint
Conference on Neural Networks.
Proceedings (Cat. No.01CH37222)
High order correlation model for
associative memory
AIP Conference Proceedings
1986
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
2024
Privacy Lost and Found
Proceedings of the ACM Symposium on
Document Engineering 2023
2023
Privacy Now or Never
Proceedings of the ACM Symposium on
Document Engineering 2023
2023
Design Considerations for a Sustainable
Scholarly Big Data Service
Proceedings of the 14th Annual Meeting
of the Forum for Information Retrieval
Evaluation
2022
Physics-informed deep learning for
prediction of CO2 storage site response
Journal of Contaminant Hydrology
2021
Deep Learning Can Predict Laboratory
Quakes From Active Source Seismic Data
Geophysical Research Letters
2021
Recognizing and Verifying Mathematical
Equations using Multiplicative
Differential Neural Units
Proceedings of the AAAI Conference on
Artificial Intelligence
2021
Guest Editorial: Scholarly Big Data
IEEE Transactions on Emerging Topics in
Computing
2021
An Entropy Metric for Regular Grammar
Classification and Learning with Recurrent
Neural Networks
Entropy
2021
A Neural State Pushdown Automata
IEEE Transactions on Artificial
Intelligence
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)
2020
The Sibling Neural Estimator: Improving
Iterative Image Decoding with Gradient
Communication
2020 Data Compression Conference
(DCC)
2020
Adversarial Training for Community
Question Answer Selection Based on
Multi-Scale Matching
Proceedings of the AAAI Conference on
Artificial Intelligence
2019
Bi-LSTM-CRF Sequence Labeling for
Keyphrase Extraction from Scholarly
Documents
The World Wide Web Conference
2019
CiteSeerX
Proceedings of the Conference on
Artificial Intelligence for Data
Discovery and Reuse
2019
Cleaning Noisy and Heterogeneous Metadata
for Record Linking across Scholarly Big
Datasets
Proceedings of the AAAI Conference on
Artificial Intelligence
2019
Hybrid Deep Pairwise Classification for
Author Name Disambiguation
Proceedings of the 28th ACM
International Conference on Information
and Knowledge Management
2019
Learned Neural Iterative Decoding for
Lossy Image Compression Systems
2019 Data Compression Conference
(DCC)
2019
Sec-Lib: Protecting Scholarly Digital
Libraries From Infected Papers Using
Active Machine Learning Framework
IEEE Access
2019
Tangent-CFT
Proceedings of the 2019 ACM SIGIR
International Conference on Theory of
Information Retrieval
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)
2019
A Web Service for Author Name
Disambiguation in Scholarly Databases
2018 IEEE International Conference on
Web Services (ICWS)
2018
CiteSeerX-2018: A Cleansed
Multidisciplinary Scholarly Big Dataset
2018 IEEE International Conference on
Big Data (Big Data)
2018
Defending Against Adversarial Samples
Without Security through Obscurity
2018 IEEE International Conference on
Data Mining (ICDM)
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
2018
Extracting Semantic Relations for
Scholarly Knowledge Base Construction
2018 IEEE 12th International Conference
on Semantic Computing (ICSC)
2018
Learning a Hierarchical Latent-Variable
Model of 3D Shapes
2018 International Conference on 3D
Vision (3DV)
2018
Text extraction and retrieval from
smartphone screenshots
Proceedings of the 33rd Annual ACM
Symposium on Applied Computing
2018
A Supervised Learning Approach To Entity
Matching Between Scholarly Big Datasets
Proceedings of the Knowledge Capture
Conference
2017
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
2017
Automatic Knowledge Base Construction from
Scholarly Documents
Proceedings of the 2017 ACM Symposium
on Document Engineering
2017
Distractor Generation with Generative
Adversarial Nets for Automatically
Creating Fill-in-the-blank Questions
Proceedings of the Knowledge Capture
Conference
2017
HESDK: A Hybrid Approach to Extracting
Scientific Domain Knowledge Entities
2017 ACM/IEEE Joint Conference on
Digital Libraries (JCDL)
2017
How are you feeling?: A personalized
methodology for predicting mental states
from temporally observable physical and
behavioral information
Journal of Biomedical Informatics
2017
Improving Offline Handwritten Chinese
Character Recognition by Iterative
Refinement
2017 14th IAPR International Conference
on Document Analysis and Recognition
(ICDAR)
2017
Learning to Read Irregular Text with
Attention Mechanisms
Proceedings of the Twenty-Sixth
International Joint Conference on
Artificial Intelligence
2017
Multi-Scale Multi-Task FCN for Semantic
Page Segmentation and Table Detection
2017 14th IAPR International Conference
on Document Analysis and Recognition
(ICDAR)
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)
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)
2017
Text Extraction from Smartphone
Screenshots to Archive in situ Media
Behavior
Proceedings of the Knowledge Capture
Conference
2017
AlgorithmSeer: A System for Extracting and
Searching for Algorithms in Scholarly Big
Data
IEEE Transactions on Big Data
2016
BBookX
Proceedings of the 25th International
Conference Companion on World Wide Web -
WWW '16 Companion
2016
CiteSeerX data
Proceedings of the International
Workshop on Semantic Big Data
2016
Curve Separation for Line Graphs in
Scholarly Documents
Proceedings of the 16th ACM/IEEE-CS on
Joint Conference on Digital
Libraries
2016
Detecting Arbitrary Oriented Text in the
Wild with a Visual Attention Model
Proceedings of the 24th ACM
international conference on
Multimedia
2016
Financial Entity Record Linkage with
Random Forests
Proceedings of the Second International
Workshop on Data Science for
Macro-Modeling
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
2016
Information Extraction for Scholarly
Digital Libraries
Proceedings of the 16th ACM/IEEE-CS on
Joint Conference on Digital
Libraries
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
2016
Reports of the 2016 AAAI Workshop Program
AI Magazine
2016
Scalable algorithms for scholarly figure
mining and semantics
Proceedings of the International
Workshop on Semantic Big Data
2016
Scholarly Big Data Knowledge and Semantics
Proceedings of the 25th International
Conference Companion on World Wide Web -
WWW '16 Companion
2016
Towards Better Understanding of Academic
Search
Proceedings of the 16th ACM/IEEE-CS on
Joint Conference on Digital
Libraries
2016
Using Prerequisites to Extract Concept
Maps fromTextbooks
Proceedings of the 25th ACM
International on Conference on
Information and Knowledge
Management
2016
A generalized topic modeling approach for
automatic document annotation
International Journal on Digital
Libraries
2015
A hybrid approach to discover semantic
hierarchical sections in scholarly
documents
2015 13th International Conference on
Document Analysis and Recognition
(ICDAR)
2015
ASCOS++
ACM Transactions on Knowledge Discovery
from Data
2015
An Architecture for Information Extraction
from Figures in Digital Libraries
Proceedings of the 24th International
Conference on World Wide Web
2015
Automatic Extraction of Data from Bar
Charts
Proceedings of the 8th International
Conference on Knowledge Capture
2015
Automatic Extraction of Figures from
Scholarly Documents
Proceedings of the 2015 ACM Symposium
on Document Engineering
2015
Automatically Generating a Concept
Hierarchy with Graphs
Proceedings of the 15th ACM/IEEE-CS
Joint Conference on Digital
Libraries
2015
BBookX
Proceedings of the 2015 ACM Symposium
on Document Engineering
2015
Big Scholarly Data in CiteSeerX
Proceedings of the 24th International
Conference on World Wide Web
2015
Chemical entity extraction using CRF and
an ensemble of extractors
Journal of Cheminformatics
2015
CiteSeerX: AI in a Digital Library Search
Engine
AI Magazine
2015
Concept Hierarchy Extraction from
Textbooks
Proceedings of the 2015 ACM Symposium
on Document Engineering
2015
Improving Researcher Homepage
Classification with Unlabeled Data
ACM Transactions on the Web
2015
Learning a Deep Hybrid Model for
Semi-Supervised Text Classification
Proceedings of the 2015 Conference on
Empirical Methods in Natural Language
Processing
2015
Measuring Prerequisite Relations Among
Concepts
Proceedings of the 2015 Conference on
Empirical Methods in Natural Language
Processing
2015
Online Person Name Disambiguation with
Constraints
Proceedings of the 15th ACM/IEEE-CS
Joint Conference on Digital
Libraries
2015
PDFMEF
Proceedings of the 8th International
Conference on Knowledge Capture
2015
Storybase: Towards Building a Knowledge
Base for News Events
Proceedings of ACL-IJCNLP 2015 System
Demonstrations
2015
The CHEMDNER corpus of chemicals and drugs
and its annotation principles
Journal of Cheminformatics
2015
Updating Graph Indices with a One-Pass
Algorithm
Proceedings of the 2015 ACM SIGMOD
International Conference on Management
of Data
2015
"Building a search engine for algorithms"
by Suppawong Tuarob, Prasenjit Mitra, and
C. Lee Giles with Martin Vesely as
coordinator
ACM SIGWEB Newsletter
2014
A Web Service for Scholarly Big Data
Information Extraction
2014 IEEE International Conference on
Web Services
2014
Classifying and ranking search engine
results as potential sources of plagiarism
Proceedings of the 2014 ACM symposium
on Document engineering
2014
Crowd-sourcing Web knowledge for metadata
extraction
IEEE/ACM Joint Conference on Digital
Libraries
2014
Extracting Researcher Metadata with
Labeled Features
Proceedings of the 2014 SIAM
International Conference on Data
Mining
2014
Large scale author name disambiguation in
digital libraries
2014 IEEE International Conference on
Big Data (Big Data)
2014
Migrating a Digital Library to a Private
Cloud
2014 IEEE International Conference on
Cloud Engineering
2014
RefSeer: A citation recommendation system
IEEE/ACM Joint Conference on Digital
Libraries
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
2014
SimSeerX
Proceedings of the 2014 ACM symposium
on Document engineering
2014
The feasibility of investing in manual
correction of metadata for a large-scale
digital library
IEEE/ACM Joint Conference on Digital
Libraries
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
2014
Towards building a scholarly big data
platform: Challenges, lessons and
opportunities
IEEE/ACM Joint Conference on Digital
Libraries
2014
2013 international workshop on
computational scientometrics
Proceedings of the 22nd ACM
international conference on Conference
on information & knowledge
management - CIKM '13
2013
A classification scheme for algorithm
citation function in scholarly works
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
2013
A figure search engine architecture for a
chemistry digital library
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
2013
ASCOS
Proceedings of the 2013 IEEE/ACM
International Conference on Advances in
Social Networks Analysis and
Mining
2013
Automatic Detection of Pseudocodes in
Scholarly Documents Using Machine Learning
2013 12th International Conference on
Document Analysis and Recognition
2013
Automatic tag recommendation for metadata
annotation using probabilistic topic
modeling
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
2013
CSSeer
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
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
2013
Can't see the forest for the trees?
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
2013
Channeling the deluge
Proceedings of the 22nd ACM
international conference on Conference
on information & knowledge
management - CIKM '13
2013
Figure Metadata Extraction from Digital
Documents
2013 12th International Conference on
Document Analysis and Recognition
2013
Mining and indexing graphs for supergraph
search
Proceedings of the VLDB Endowment
2013
Near duplicate detection in an academic
digital library
Proceedings of the 2013 ACM symposium
on Document engineering
2013
Proceedings of the 2013 workshop on
Computational scientometrics: theory &
applications - CompSci '13
Unknown Venue
2013
Ranking experts using
author-document-topic graphs
Proceedings of the 13th ACM/IEEE-CS
joint conference on Digital
libraries
2013
Researcher homepage classification using
unlabeled data
Proceedings of the 22nd international
conference on World Wide Web
2013
Scaling SeerSuite in the Cloud
2013 IEEE International Conference on
Cloud Engineering (IC2E)
2013
Scholarly big data
Proceedings of the 22nd ACM
international conference on Conference
on information & knowledge
management - CIKM '13
2013
Searching online book documents and
analyzing book citations
Proceedings of the 2013 ACM symposium
on Document engineering
2013
Table of contents recognition and
extraction for heterogeneous book
documents
2013 12th International Conference on
Document Analysis and Recognition
2013
The predictive value of young and old
links in a social network
Proceedings of the ACM SIGMOD Workshop
on Databases and Social Networks
2013
Towards the Discovery of Diseases Related
by Genes Using Vertex Similarity Measures
2013 IEEE International Conference on
Healthcare Informatics
2013
A system for indexing tables, algorithms
and figures
Proceedings of the 12th ACM/IEEE-CS
joint conference on Digital
Libraries
2012
AckSeer
Proceedings of the 12th ACM/IEEE-CS
joint conference on Digital
Libraries
2012
Discovering missing links in networks
using vertex similarity measures
Proceedings of the 27th Annual ACM
Symposium on Applied Computing
2012
Entity resolution using search engine
results
Proceedings of the 21st ACM
international conference on Information
and knowledge management
2012
Improving algorithm search using the
algorithm co-citation network
Proceedings of the 12th ACM/IEEE-CS
joint conference on Digital
Libraries
2012
Iterative Graph Feature Mining for Graph
Indexing
2012 IEEE 28th International Conference
on Data Engineering
2012
Recommending citations
Proceedings of the 21st ACM
international conference on Information
and knowledge management
2012
Similar researcher search in academic
environments
Proceedings of the 12th ACM/IEEE-CS
joint conference on Digital
Libraries
2012
Specialized Research Datasets in the
CiteSeerX Digital Library
D-Lib Magazine
2012
The evolution of a crawling strategy for
an academic document search engine
Proceedings of the 4th Annual ACM Web
Science Conference
2012
Web crawler middleware for search engine
digital libraries
Proceedings of the twelfth
international workshop on Web
information and data management
2012
Automatic tag recommendation algorithms
for social recommender systems
ACM Transactions on the Web
2011
Capturing missing edges in social networks
using vertex similarity
Proceedings of the sixth international
conference on Knowledge capture
2011
Citation recommendation without author
supervision
Proceedings of the fourth ACM
international conference on Web search
and data mining
2011
CollabSeer
Proceedings of the 11th annual
international ACM/IEEE joint conference
on Digital libraries
2011
Identifying, Indexing, and Ranking
Chemical Formulae and Chemical Names in
Digital Documents
ACM Transactions on Information
Systems
2011
On identifying academic homepages for
digital libraries
Proceedings of the 11th annual
international ACM/IEEE joint conference
on Digital libraries
2011
Ranking authors in digital libraries
Proceedings of the 11th annual
international ACM/IEEE joint conference
on Digital libraries
2011
Watershed Reanalysis: Towards a National
Strategy for Model-Data Integration
2011 IEEE Seventh International
Conference on e-Science Workshops
2011
Advances in Social Network Mining and
Analysis
Lecture Notes in Computer Science
2010
Cloud Computing: A Digital Libraries
Perspective
2010 IEEE 3rd International Conference
on Cloud Computing
2010
Context-aware citation recommendation
Proceedings of the 19th international
conference on World wide web
2010
Determining the sexual identities of
prehistoric cave artists using digitized
handprints
Proceedings of the 18th ACM
international conference on
Multimedia
2010
Estimating the web robot population
Proceedings of the 19th international
conference on World wide web
2010
Exploring web scale language models for
search query processing
Proceedings of the 19th international
conference on World wide web
2010
Finding algorithms in scientific articles
Proceedings of the 19th international
conference on World wide web
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
2010
Measuring the web crawler ethics
Proceedings of the 19th international
conference on World wide web
2010
Personalized Feed Recommendation Service
for Social Networks
2010 IEEE Second International
Conference on Social Computing
2010
Proceedings of the 10th annual joint
conference on Digital libraries
Unknown Venue
2010
SNDocRank
Proceedings of the international
conference on Multimedia information
retrieval
2010
SNDocRank
Proceedings of the 19th international
conference on World wide web
2010
Social network document ranking
Proceedings of the 10th annual joint
conference on Digital libraries
2010
The Ethicality of Web Crawlers
2010 IEEE/WIC/ACM International
Conference on Web Intelligence and
Intelligent Agent Technology
2010
oreChem ChemXSeer
Proceedings of the 10th annual joint
conference on Digital libraries
2010
Advances in Web Mining and Web Usage
Analysis
Lecture Notes in Computer Science
2009
Automated analysis of images in documents
for intelligent document search
International Journal on Document
Analysis and Recognition (IJDAR)
2009
Better Naive Bayes classification for
high‐precision spam detection
Software: Practice and Experience
2009
Designing for e-science: Requirements
gathering for collaboration in CiteSeer
International Journal of Human-Computer
Studies
2009
Detecting topic evolution in scientific
literature
Proceedings of the 18th ACM conference
on Information and knowledge
management
2009
Disambiguating authors in academic
publications using random forests
Proceedings of the 9th ACM/IEEE-CS
joint conference on Digital
libraries
2009
Efficient record-level wrapper induction
Proceedings of the 18th ACM conference
on Information and knowledge
management
2009
Finding topic trends in digital libraries
Proceedings of the 9th ACM/IEEE-CS
joint conference on Digital
libraries
2009
Graph based crawler seed selection
Proceedings of the 18th international
conference on World wide web
2009
Graph-based seed selection for web-scale
crawlers
Proceedings of the 18th ACM conference
on Information and knowledge
management
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
2009
Independent informative subgraph mining
for graph information retrieval
Proceedings of the 18th ACM conference
on Information and knowledge
management
2009
Learning to rank graphs for online similar
graph search
Proceedings of the 18th ACM conference
on Information and knowledge
management
2009
MobiSNA
Proceedings of the Eighth ACM
International Workshop on Data
Engineering for Wireless and Mobile
Access
2009
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
2008
A Non-parametric Approach to Pair-Wise
Dynamic Topic Correlation Detection
2008 Eighth IEEE International
Conference on Data Mining
2008
A metadata generation system for scanned
scientific volumes
Proceedings of the 8th ACM/IEEE-CS
joint conference on Digital
libraries
2008
A sparse gaussian processes classification
framework for fast tag suggestions
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
BotSeer: An Automated Information System
for Analyzing Web Robots
2008 Eighth International Conference on
Web Engineering
2008
CiteSense
Proceedings of the SIGCHI Conference on
Human Factors in Computing Systems
2008
Collaboration over time
Proceedings of the international
conference on Web search and web data
mining - WSDM '08
2008
Design and evaluation of awareness
mechanisms in CiteSeer
Information Processing &
Management
2008
Efficient user preference predictions
using collaborative filtering
2008 19th International Conference on
Pattern Recognition
2008
Error-driven generalist+experts (edge)
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Exploring social annotations for
information retrieval
Proceedings of the 17th international
conference on World Wide Web
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
2008
Identifying table boundaries in digital
documents via sparse line detection
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Learning multiple graphs for document
recommendations
Proceedings of the 17th international
conference on World Wide Web
2008
Measuring user preference changes in
digital libraries
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Metadata extraction and indexing for map
search in web documents
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Mining, indexing, and searching for
textual chemical molecule information on
the web
Proceedings of the 17th international
conference on World Wide Web
2008
Modeling and visualizing geo-sensitive
queries based on user clicks
Proceedings of the first international
workshop on Location and the web
2008
Personalized ranking for digital libraries
based on log analysis
Proceedings of the 10th ACM workshop on
Web information and data
management
2008
Real-time automatic tag recommendation
Proceedings of the 31st annual
international ACM SIGIR conference on
Research and development in information
retrieval
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
2008
SNAKDD 2008 social network mining and
analysis postworkshop report
ACM SIGKDD Explorations
Newsletter
2008
Scalable community discovery on textual
data with relations
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Segregating and extracting overlapping
data points in two-dimensional plots
Proceedings of the 8th ACM/IEEE-CS
joint conference on Digital
libraries
2008
Towards Click-Based Models of Geographic
Interests in Web Search
2008 IEEE/WIC/ACM International
Conference on Web Intelligence and
Intelligent Agent Technology
2008
Workload analysis for scientific
literature digital libraries
International Journal on Digital
Libraries
2008
A clustering method for web data with
multi-type interrelated components
Proceedings of the 16th international
conference on World Wide Web
2007
A large-scale study of robots.txt
Proceedings of the 16th international
conference on World Wide Web
2007
Active learning for class imbalance
problem
Proceedings of the 30th annual
international ACM SIGIR conference on
Research and development in information
retrieval
2007
Adaptive sorted neighborhood methods for
efficient record linkage
Proceedings of the 7th ACM/IEEE-CS
joint conference on Digital
libraries
2007
Are your citations clean?
Communications of the ACM
2007
Automatic Extraction of Data from 2-D
Plots in Documents
Ninth International Conference on
Document Analysis and Recognition (ICDAR
2007)
2007
Automatic searching of tables in digital
libraries
Proceedings of the 16th international
conference on World Wide Web
2007
ChemXSeer
Proceedings of the ACM first workshop
on CyberInfrastructure: information
management in eScience
2007
Deriving knowledge from figures for
digital libraries
Proceedings of the 16th international
conference on World Wide Web
2007
Designing clustering-based web crawling
policies for search engine crawlers
Proceedings of the sixteenth ACM
conference on Conference on information
and knowledge management
2007
Designing efficient sampling techniques to
detect webpage updates
Proceedings of the 16th international
conference on World Wide Web
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
2007
Determining Bias to Search Engines from
Robots.txt
IEEE/WIC/ACM International Conference
on Web Intelligence (WI'07)
2007
Discovering Temporal Communities from
Social Network Documents
Seventh IEEE International Conference
on Data Mining (ICDM 2007)
2007
Efficient Multiclass Boosting
Classification with Active Learning
Proceedings of the 2007 SIAM
International Conference on Data
Mining
2007
Efficient topic-based unsupervised name
disambiguation
Proceedings of the 7th ACM/IEEE-CS
joint conference on Digital
libraries
2007
Evaluating tagging behavior in social
bookmarking systems
Proceedings of the 2007 international
ACM conference on Conference on
supporting group work - GROUP '07
2007
Extracting Author Meta-Data from Web Using
Visual Features
Seventh IEEE International Conference
on Data Mining Workshops (ICDMW
2007)
2007
Extraction and search of chemical formulae
in text documents on the web
Proceedings of the 16th international
conference on World Wide Web
2007
Generative models for name disambiguation
Proceedings of the 16th international
conference on World Wide Web
2007
Group-Linking Method: A Unified Benchmark
for Machine Learning with Recurrent Neural
Network
IEICE Transactions on Fundamentals of
Electronics, Communications and Computer
Sciences
2007
HSN-PAM: Finding Hierarchical
Probabilistic Groups from Large-Scale
Networks
Seventh IEEE International Conference
on Data Mining Workshops (ICDMW
2007)
2007
Image annotation by hierarchical mapping
of features
Proceedings of the 16th international
conference on World Wide Web
2007
Intelligent Parsing of Scanned Volumes for
Web Based Archives
International Conference on Semantic
Computing (ICSC 2007)
2007
K-SVMeans: A Hybrid Clustering Algorithm
for Multi-Type Interrelated Datasets
IEEE/WIC/ACM International Conference
on Web Intelligence (WI'07)
2007
Learning on the border
Proceedings of the sixteenth ACM
conference on Conference on information
and knowledge management
2007
Measuring conference quality by mining
program committee characteristics
Proceedings of the 7th ACM/IEEE-CS
joint conference on Digital
libraries
2007
Query Expansion Using Topic and Location
Seventh IEEE International Conference
on Data Mining Workshops (ICDMW
2007)
2007
SearchGen
Proceedings of the 7th ACM/IEEE-CS
joint conference on Digital
libraries
2007
Searching for Tables in Digital Documents
Ninth International Conference on
Document Analysis and Recognition (ICDAR
2007) Vol 2
2007
Social Bookmarking for Scholarly Digital
Libraries
IEEE Internet Computing
2007
Supporting distributed scientific
collaboration: Implications for designing
the CiteSeer collaboratory
2007 40th Annual Hawaii International
Conference on System Sciences
(HICSS'07)
2007
TableSeer
Proceedings of the 7th ACM/IEEE-CS
joint conference on Digital
libraries
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
2007
WebKDD/SNAKDD 2007
ACM SIGKDD Explorations
Newsletter
2007
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
2006
Automatic categorization of figures in
scientific documents
Proceedings of the 6th ACM/IEEE-CS
joint conference on Digital
libraries
2006
Automatic extraction of table metadata
from digital documents
Proceedings of the 6th ACM/IEEE-CS
joint conference on Digital
libraries
2006
Boosting the Feature Space: Text
Classification for Unstructured Data on
the Web
Sixth International Conference on Data
Mining (ICDM'06)
2006
CiteSeerχ
Proceedings of the 1st international
conference on Scalable information
systems - InfoScale '06
2006
CiteSeerx
Proceedings of the 15th international
conference on World Wide Web
2006
Formal definitions of web information
search
Proceedings of the American Society for
Information Science and Technology
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
2006
Probabilistic models for discovering
e-communities
Proceedings of the 15th international
conference on World Wide Web
2006
Topic evolution and social interactions
Proceedings of the 15th ACM
international conference on Information
and knowledge management - CIKM
'06
2006
A hierarchical naive Bayes mixture model
for name disambiguation in author
citations
Proceedings of the 2005 ACM symposium
on Applied computing
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
2005
Automatic acknowledgement indexing
Proceedings of the 3rd international
conference on Knowledge capture
2005
Automatic extraction of informative blocks
from webpages
Proceedings of the 2005 ACM symposium
on Applied computing
2005
Learning term-relationships for ontology
construction
Proceedings of the 3rd international
conference on Knowledge capture
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
2005
Name disambiguation in author citations
using a K-way spectral clustering method
Proceedings of the 5th ACM/IEEE-CS
joint conference on Digital
libraries
2005
Rule-based word clustering for document
metadata extraction
Proceedings of the 2005 ACM symposium
on Applied computing
2005
What's there and what's not?
Proceedings of the 5th ACM/IEEE-CS
joint conference on Digital
libraries
2005
A service-oriented architecture for
digital libraries
Proceedings of the 2nd international
conference on Service oriented
computing
2004
Analysis of lexical signatures for
improving information persistence on the
World Wide Web
ACM Transactions on Information
Systems
2004
CiteSeer-API
Proceedings of the thirteenth ACM
international conference on Information
and knowledge management
2004
Collaborative Filtering with Maximum
Entropy
IEEE Intelligent Systems
2004
Comparing static and dynamic measurements
and models of the internet's AS topology
IEEE INFOCOM 2004
Enabling interoperability for autonomous
digital libraries
Proceedings of the 4th ACM/IEEE-CS
joint conference on Digital
libraries
2004
Guest editorial
ACM Transactions on Internet
Technology
2004
Guest editorial
ACM Transactions on Internet
Technology
2004
Next generation CiteSeer
Proceedings of the 6th annual ACM
international workshop on Web
information and data management
2004
Panorama
Proceedings of the 4th ACM/IEEE-CS
joint conference on Digital
libraries
2004
Two supervised learning approaches for
name disambiguation in author citations
Proceedings of the 4th ACM/IEEE-CS
joint conference on Digital
libraries
2004
Using CITIDEL to develop and share class
plans
Proceedings of the 9th annual SIGCSE
conference on Innovation and technology
in computer science education
2004
Who gets acknowledged: Measuring
scientific contributions through automatic
acknowledgment indexing
Proceedings of the National Academy of
Sciences
2004
Classification of source code archives
Proceedings of the 26th annual
international ACM SIGIR conference on
Research and development in informaion
retrieval
2003
Don't move
Proceedings of the second international
joint conference on Autonomous agents
and multiagent systems
2003
Information incorporation in online
in-Game sports betting markets
Proceedings of the 4th ACM conference
on Electronic commerce
2003
Rule-based word clustering for text
classification
Proceedings of the 26th annual
international ACM SIGIR conference on
Research and development in informaion
retrieval
2003
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)
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
2003
eBizSearch: an OAI-compliant digital
library for ebusiness
2003 Joint Conference on Digital
Libraries, 2003. Proceedings.
eBizSearch
Proceedings of the 26th annual
international ACM SIGIR conference on
Research and development in informaion
retrieval
2003
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
2002
Extracting query modifications from
nonlinear SVMs
Proceedings of the 11th international
conference on World Wide Web
2002
What's the code?
Proceedings of the eighth ACM SIGKDD
international conference on Knowledge
discovery and data mining
2002
Attractive Periodic Sets in Discrete-Time
Recurrent Networks (with Emphasis on
Fixed-Point Stability and Bifurcations in
Two-Neuron Networks)
Neural Computation
2001
Feature selection in Web applications by
ROC inflections and powerset pruning
Proceedings 2001 Symposium on
Applications and the Internet
How communication can improve the
performance of multi-agent systems
Proceedings of the fifth international
conference on Autonomous agents
2001
Persistence of Web references in
scientific research
Computer
2001
Sequence Learning
Lecture Notes in Computer Science
2001
Web Search---Your Way
Communications of the ACM
2001
Accessibility of information on the Web
intelligence
2000
Clustering and identifying temporal trends
in document databases
Proceedings IEEE Advances in Digital
Libraries 2000
Discovering relevant scientific literature
on the Web
IEEE Intelligent Systems
2000
Learning Chaotic Attractors by Neural
Networks
Neural Computation
2000
Natural language grammatical inference
with recurrent neural networks
IEEE Transactions on Knowledge and Data
Engineering
2000
Persistence of information on the web
Proceedings of the ninth international
conference on Information and knowledge
management
2000
Self-adaptive user profiles for
large-scale data delivery
Proceedings of 16th International
Conference on Data Engineering (Cat.
No.00CB37073)
Talking Helps: Evolving Communicating
Agents for the Predator-Prey Pursuit
Problem
Artificial Life
2000
A system for automatic personalized
tracking of scientific literature on the
Web
Proceedings of the fourth ACM
conference on Digital libraries
1999
Alternative discrete-time operators: an
algorithm for optimal selection of
parameters
IEEE Transactions on Signal
Processing
1999
Architecture of a metasearch engine that
supports user information needs
Proceedings of the eighth international
conference on Information and knowledge
management
1999
Autonomous citation matching
Proceedings of the third annual
conference on Autonomous Agents
1999
Distributed error correction
Proceedings of the fourth ACM
conference on Digital libraries
1999
Indexing and retrieval of scientific
literature
Proceedings of the eighth international
conference on Information and knowledge
management
1999
Searching the web (keynote address)
Proceedings of the eighth international
conference on Information and knowledge
management
1999
Searching the Web: general and scientific
information access
IEEE Communications Magazine
1999
Adaptive Processing of Sequences and Data
Structures
Lecture Notes in Computer Science
1998
CiteSeer
Proceedings of the second international
conference on Autonomous agents - AGENTS
'98
1998
Context and page analysis for improved Web
search
IEEE Internet Computing
1998
Fuzzy finite-state automata can be
deterministically encoded into recurrent
neural networks
IEEE Transactions on Fuzzy
Systems
1998
How embedded memory in recurrent neural
network architectures helps learning
long-term temporal dependencies
Neural Networks
1998
Neural Networks And Hybrid Intelligent
Models: Foundations, Theory, And
Applications
IEEE Transactions on Neural
Networks
1998
Reconfigurable processor architectures
exploiting high bandwidth optical channels
Proceedings. IEEE Symposium on FPGAs
for Custom Computing Machines (Cat.
No.98TB100251)
A delay damage model selection algorithm
for NARX neural networks
IEEE Transactions on Signal
Processing
1997
On the distribution of performance from
multiple neural-network trials
IEEE Transactions on Neural
Networks
1997
Rule inference for financial prediction
using recurrent neural networks
Proceedings of the IEEE/IAFE 1997
Computational Intelligence for Financial
Engineering (CIFEr)
The neural network pushdown automaton:
Architecture, dynamics and training
Lecture Notes in Computer Science
1998
The complexity of language recognition by
neural networks
Neurocomputing
1997
Time-delay neural networks: representation
and induction of finite-state machines
IEEE Transactions on Neural
Networks
1997
An analysis of noise in recurrent neural
networks: convergence and generalization
IEEE Transactions on Neural
Networks
1996
Can recurrent neural networks learn
natural language grammars?
Proceedings of International Conference
on Neural Networks (ICNN'96)
Constructing deterministic finite-state
automata in recurrent neural networks
Journal of the ACM
1996
Convolutional neural networks for face
recognition
Proceedings CVPR IEEE Computer Society
Conference on Computer Vision and
Pattern Recognition
1996
Correctness, efficiency, extendability and
maintainability in neural network
simulation
Proceedings of International Conference
on Neural Networks (ICNN'96)
Extraction of rules from discrete-time
recurrent neural networks
Neural Networks
1996
Local minima and generalization
Proceedings of International Conference
on Neural Networks (ICNN'96)
Online prediction of multiprocessor memory
access patterns
Proceedings of International Conference
on Neural Networks (ICNN'96)
Representation of fuzzy finite state
automata in continuous recurrent, neural
networks
Proceedings of International Conference
on Neural Networks (ICNN'96)
Rule revision with recurrent neural
networks
IEEE Transactions on Knowledge and Data
Engineering
1996
Stable Encoding of Large Finite-State
Automata in Recurrent Neural Networks with
Sigmoid Discriminants
Neural Computation
1996
Constructive learning of recurrent neural
networks: limitations of recurrent cascade
correlation and a simple solution
IEEE Transactions on Neural
Networks
1995
Learning a class of large finite state
machines with a recurrent neural network
Neural Networks
1995
Using recurrent neural networks to learn
the structure of interconnection networks
Neural Networks
1995
First-order versus second-order
single-layer recurrent neural networks
IEEE Transactions on Neural
Networks
1994
Pruning recurrent neural networks for
improved generalization performance
IEEE Transactions on Neural
Networks
1994
Constructive learning of recurrent neural
networks
IEEE International Conference on Neural
Networks
EXPERIMENTAL COMPARISON OF THE EFFECT OF
ORDER IN RECURRENT NEURAL NETWORKS
International Journal of Pattern
Recognition and Artificial
Intelligence
1993
Rule refinement with recurrent neural
networks
IEEE International Conference on Neural
Networks
ROUTING IN RANDOM MULTISTAGE
INTERCONNECTIONS NETWORKS: COMPARING
EXHAUSTIVE SEARCH, GREEDY AND NEURAL
NETWORK APPROACHES
International Journal of Neural
Systems
1992
Training Second-Order Recurrent Neural
Networks using Hints
Machine Learning Proceedings 1992
1992
Recurrent neural networks, hidden Markov
models and stochastic grammars
1990 IJCNN International Joint
Conference on Neural Networks
1990
Computational advantages of higher order
neural networks
Neural Networks
1988
Future directions in optical computing
(panel session)
Proceedings of the 1986 ACM fourteenth
annual conference on Computer science -
CSC '86
1986
Education
University of Arizona
Phd, Optical Sciences
Tucson, Arizona, United States of
America
University of Michigan
MS, Physics
Ann Arbor, Michigan, United States
of America
University of Tennessee at Knoxville
B.S., Engineering Physics / June, 1969
Knoxville, Tennessee, United States
of America
Experience
Pennsylvania State University
Professor / August, 2000 — Present
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