Dr. Jayashree Rajesh Prasad

Professor, School of Comuting, MIT ADT University, Loni Kalnhor, Pune.

Research Expertise

Artificial Intelligence
Machine Learning
Computational Intelligence

About

Jayashree Rajesh Prasad is Professor at Department of Computer Science & Engineering at School of Computing, at MIT ADT University Pune. She received her PhD in Computer Science and Engineering and Masters in Computer Engineering from Swami Ramanand Tirtha Marathwada University Nanded and University of Pune in 2014 and 2004 respectively. She received her Batchelor's degree in Computer Science & Engineering from North Maharashtra University, Jalgaon in 1996. She has 28 years of experience in the field of academics and more than 12 years in the field of Artificial Intelligence and Machine Learning. she has published 6 textbooks and published more than 100 papers in leading International Journals and Conference Proceedings. She has filed and published 6 patents and 13 copyrights. She is leading as AI and ML expert in International Collaborative Research with Oxford University and has been amongst top 10 % Author in Elsevier Social Science Research Network (SSRN). Recently she received Research and Innovation Excellence award by the MAEER’s MIT management. She is recipient of Young Teacher Professional Travel Grant, associated with TDIL and CSIR- National Institute of Science Technology and Development Studies (NISTADS), Government of India. She is a member of Board of Studies for Computer Science & Engineering and Information Technology department of proposed autonomous status of G. H. Raisoni Institute of Engineering and Management, Jalgaon and also is recognized PhD guide in subject of Computer Engineering from University of Pune, November 2019.

Publications

An Optimal Routing Algorithm for Internet of Things Enabling Technologies
Securing the Internet of Things
2019
IoT based Animal Health Monitoring and Crop Monitoring System
International Journal of Recent Trends in Engineering and Research
2017
Security Threats and Challenges in Future Mobile Wireless Networks
2018 IEEE Global Conference on Wireless Computing and Networking (GCWCN)
2018
Offline Handwritten Character Recognition of Gujrati script using Pattern Matching
2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication
2009
Template Matching Algorithm for Gujrati Character Recognition
2009 Second International Conference on Emerging Trends in Engineering & Technology
2009
Speaker Recognition Techniques: A Review
2018 3rd International Conference for Convergence in Technology (I2CT)
2018
Gujrati character recognition using weighted k-NN and Mean χ 2 distance measure
International Journal of Machine Learning and Cybernetics
2013
Medical image compression using advanced coding technique
2008 9th International Conference on Signal Processing
2008
Machine learning in Evolving Connectionist Text Summarizer
2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication
2009
PATTERN RECOGNITION OF NUMERIC NUMBERS USING ARTIFICIAL NEURAL NETWORK
International Journal of Recent Trends in Engineering and Research
2018
Sentiment Analysis Publicly available datasets
Third International Conference on Advances in Computing, Electronics and Communication - ACEC 2015
2015
Trends in Handwriting Recognition
2010 3rd International Conference on Emerging Trends in Engineering and Technology
2010
Gujrati Character Recognition Using Adaptive Neuro Fuzzy Classifier
2014 International Conference on Electronic Systems, Signal Processing and Computing Technologies
2014
State of the art for edge security in software-defined networks
Artificial Intelligence and Machine Learning for EDGE Computing
2022
Predictive Analytics to Combat with COVID-19 using Genome Sequencing
SSRN Electronic Journal
2020
A novel evolutionary connectionist text summarizer (ECTS)
2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication
2009
Face Biometrics Under Spoofing Attacks: Vulnerabilities, Countermeasures, Open Issues, and Research Directions
2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops
2014
A Comprehensive Analysis of Underwater Image Processing based on Deep Learning Techniques
2023 International Conference on Control, Communication and Computing (ICCC)
2023
Deep Learning Techniques in Cancer Prediction Using Genomic Profiles
2021 6th International Conference for Convergence in Technology (I2CT)
2021
Secure Communication for Intelligent Enterprises
2020 International Conference on Inventive Computation Technologies (ICICT)
2020
Zoning methods for handwritten character recognition: A survey
Pattern Recognition
2014
Machine learning approach for ship detection using remotely sensed images
2017 2nd International Conference for Convergence in Technology (I2CT)
2017
Holistic Health Records towards Personalized Healthcare
Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2021
Gradient bald vulture optimization enabled multi-objective Unet++ with DCNN for prostate cancer segmentation and detection
Biomedical Signal Processing and Control
2024
Performance Analysis of Dimensionality Reduction Techniques in Cancer Detection using Microarray Data
ASIAN JOURNAL OF CONVERGENCE IN TECHNOLOGY
2021
Pneumonia Detection: An Efficient Approach Using Deep Learning
2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
2020
IMPORTANCE OF ENGLISH LANGUAGE IN INDIA: IT’S ROLE IN PRESENT SCENARIO
International Journal of Advance Engineering and Research Development
2018
Preprocessing and Segregating Offline Gujarati Handwritten Datasheet for Character Recognition
International Journal of Computer Applications
2014
Application of clustering and association methods in data cleaning
2008 International Multiconference on Computer Science and Information Technology
2008
FCM with Spatial Constraint Multi-Kernel Distance-Based Segmentation and Optimized Deep Learning for Flood Detection
International Journal of Image and Graphics
2023
Challenges and Avenues in the Sophisticated Health-Care System
Practical Data Mining Techniques and Applications
2023
Predictive modelling for molecular cancer profile classification using hybrid learning techniques
Soft Computing
2023
Magnetic chitosan nanocomposite for hyperthermia therapy application: Preparation, characterization and in vitro experiments
Applied Surface Science
2014
Feature extraction with wavelet transform for recognition of isolated handwritten Farsi/Arabic characters and numerals
2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628)
Stationary wavelet transform and SpinalNet trained light spectrum Tasmanian devil optimization enabled DR detection using fundus images
Multimedia Tools and Applications
2024
Fractional Pelican African Vulture Optimization-based classification of breast cancer using mammogram images
The Imaging Science Journal
2024
Detection of social mental disorder using convolution neural network
Emotional AI and Human-AI Interactions in Social Networking
2024
Meticulous predictive modelling for classification of cancerous molecular profiles 
Multimedia Tools and Applications
2023
Crop yield predictive modeling using optimized deep convolutional neural network: An automated crop management system
Multimedia Tools and Applications
2023
A Comprehensive Review on Deep learning Techniques for Crop Yield Prediction
2023 4th International Conference for Emerging Technology (INCET)
2023
Ontology and Knowledge Graphs for Natural Language Processing
Graph Learning and Network Science for Natural Language Processing
2022
Mapping of Selenium Toxicity and Technological Advances for its Removal
Selenium Contamination in Water
2021
A systematic review and assessment of algorithms to detect, characterize, and monitor urban land change
Remote Sensing of Environment
2020
HR ANALYTICS FOR EMPLOYEE ATTRITION PREDICTION USING MACHINE LEARNING
Redshine Archive
2020
Decision support systems for agriculture 4.0: Survey and challenges
Computers and Electronics in Agriculture
2020
Electricity Theft Detection Using Deep Bidirectional Recurrent Neural Network
2020 22nd International Conference on Advanced Communication Technology (ICACT)
2020
Machine Learning and Deep Learning applications in E-learning Systems: A Literature Survey using Topic Modeling Approach
2020 6th IEEE Congress on Information Science and Technology (CiSt)
2020
Machine Learning Approaches for Securing Internet of Things
2019 IEEE Pune Section International Conference (PuneCon)
2019
Diversified Clustering Methods and Algorithms in Data Mining used for Document Representation
2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA)
2019
Blockchain implimentation on E-voting System
2019 International Conference on Intelligent Sustainable Systems (ICISS)
2019
A Survey on Scene Text Detection and Text Recognition
International Journal for Research in Applied Science and Engineering Technology
2018
Survey on Web Image Re-Ranking Using Query-Specific Semantic Signatures
International Journal of Science and Research (IJSR)
2016
A novel text structure feature extractor for Chinese scene text detection and recognition
2016 23rd International Conference on Pattern Recognition (ICPR)
2016
Machine Learning Algorithms for Change Detection Critical issue for coastal surveillance
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED THEORETICAL COMPUTER APPLICATIONS & PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CONTEMPORARY MANAGEMENT PRACTICES
2016
Prasad B. Hanagandi, Rahul J. Vakharia, Lázaro Luís Faria do Amaral
Advanced Neuroradiology Cases
2016
Improved Approach for Preprocessing Text using Hadoop framework
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INNOVATIVE ENGINEERING AND TECHNOLOGIES (CAASR-2ndICIET `16) & PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CIVIL & STRUCTURAL ENGINEERING (CAASR-ICCSE `16)
2016
IMPLEMENTATION RASPBERRY PI USING PRIVATE CLOUD FOR ACCESSING PERSONAL DATA
Jurnal Penelitian Pos dan informatika
2016
Applicability of machine-learning techniques in predicting customer defection
2014 International Symposium on Technology Management and Emerging Technologies
2014
A survey on spam detection techniques
IJARCCE
2014
A hybrid feature extraction scheme for Off-line English numeral recognition
International Conference for Convergence for Technology-2014
2014
Vision systems and the lives of people with disabilities
2013 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)
2013
LSB based image steganography using polynomials and covert communications in open systems environment for DRM
Proceedings of the International Conference & Workshop on Emerging Trends in Technology - ICWET '11
2011
Higher-Level Design Methodology and Associated Verification Problems
Verification Techniques for System-Level Design
2008
Study of Nervous Tissue I
Practical Histology for Medical Students
2007
Software radio technology in FH/MC DS-CDMA communication system
IET-UK International Conference on Information and Communication Technology in Electrical Sciences (ICTES 2007)
2007
Quality Assessment of Efficient LP Analysis Methods
International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007)
2007
Virtual reality based dynamic signature verification using data glove
2007 International Conference on Intelligent and Advanced Systems
2007
Phone-discriminating minimum classification error (p-MCE) training for phonetic recognition
Interspeech 2007
2007
Study of myocardial infraction feature extraction using subjective introduction based method
2007 International Conference on Wavelet Analysis and Pattern Recognition
2007
The Use of Robotics in Cardiovascular Surgery
Future Cardiology
2005
Educational Dimensions of Information Technology
2005 International Conference on Information and Communication Technologies
Empirical trends in velocity and quality factor properties of reservoir rocks
SEG Technical Program Expanded Abstracts 1998
1998
Transient thermal loading of natural shaped balloons
International Balloon Technology Conference
1997
Multimedia based distance education through the Internet
Proceedings Frontiers in Education 1997 27th Annual Conference. Teaching and Learning in an Era of Change
1997
Blockchain-Based Optimization Model for Evaluating Psychological Mental Disease and Mental Fitness
Computational Intelligence and Neuroscience
2022
Identification of cancer types from gene expressions using learning techniques
Computer Methods in Biomechanics and Biomedical Engineering
2022
Semantic Internet of Things (IoT) Interoperability Using Software Defined Network (SDN) and Network Function Virtualization (NFV)
Semantic IoT: Theory and Applications
2021
Semantic Web Technologies
Semantic IoT: Theory and Applications
2021
Analytical Insights into COVID19 Pandemic Predictions: A Machine Learning Perspective
SSRN Electronic Journal
2020
Insight into Diagnosis by Repurposing Drug: Efforts Towards Development of Vaccine
SSRN Electronic Journal
2020
Predictive Analytics to Combat with COVID-19 using Genome Sequencing
SSRN Electronic Journal
2020
Preliminary Study of Software Defined Network on COVID-19 Pandemic Use Cases
SSRN Electronic Journal
2020
Gujarati character recognition using adaptive neuro fuzzy classifier with fuzzy hedges
International Journal of Machine Learning and Cybernetics
2014
Holistic Health Records towards Personalized Healthcare
Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2021

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