Noorul Islam Centre for Higher Education

Education

Ph.D - Computer Science and Engineering, Noorul Islam Centre for Higher Education (2015)
M.E - Computer Science and Engineering, Karunya Institute of Technology (2006)
B.E - Computer Science and Engineering, Noorul Islam Centre for Higher Education (2003)

Experience

Associate Professor, Noorul Islam Centre for Higher Education (2018-02-15 - Present)
Assistant Professor, Noorul Islam Centre for Higher Education (2010-09-01 - 2018-02-14)
Lecturer, Noorul Islam College of Engineering (2006-07-07 - 2010-08-31)
Lecturer, Karunya Institute of Technology,Coimbatore (2003-11-17 - 2006-04-21)

Journal Publications

Accurate Diagnosis of Plant Leaf Diseases Using Transfer Learning and CNN-Dense Classification Fusion by Swapna, J.E Judith, Bradleya (2025)
Navigating the IoT Landscape:A Deep Dive into Anomaly Classification for Iot Security by Jisha Jose, J. E. Judith, SSRG International Journal of Electronics and Communication Engineering (2024)
Convolutional Neural Network with Extreme Learning for the Classification of Plant Leaf Diseases from Images by Swapna,J.E Judith, International Journal of Computing and Digital Systems (2024)
Deep Learning Model with Normalized Bayesian Optimizer for Anomaly Classification in IoT Security by Jisha Jose, J. E. Judith, SSRG International Journal of Electronics and Communication Engineering (2024)
Enhancing cloud storage security through blockchain-integrated access control and optimized cryptographic techniques by R.S.Kanakasabapathi and J.E.Judith, International Journal of Advanced Technology and Engineering Exploration (2024)
"Hybrid feature selection method for predicting software defect" by A J Anju,J.E Judith, "Journal of Engineering and Applied Science" (2024)
"Unveiling the IoT's dark corners: anomaly detection enhanced by ensemble modelling" by Jisha Jose & J. E. Judith, "Automatika Journal for Control, Measurement, Electronics, Computing and Communications" (2024)
"Improving cloud security model for web applications using hybrid encryption techniques" by R.S Kanakasabapathi,J.E Judith, Int. J. Internet Technology and Secured Transactions (2024)
Optimized Deeplearning Algorithm for Software Defects Prediction by Anju A.J,Judith J.E, International Journal on Recent and Innovation Trends in Computing and Communication (2023)
"Homogenized Point Mutual Information and Deep Quantum Reinforced Wind Power Prediction" by Jency W.G , Judith J.E, International Transactions on Electrical Energy Systems (2022)
Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization by Anju A.J,Judith J.E, Multimedia Tools and Applications (2022)
An Effective Software Fault Prediction with Hybrid Technique Based on Cuckoo Search by Anju A.J,Judith J.E, YMER (2022)
Pearson Autocovariance Distinct Patterns and Attention-Based Deep Learning for Wind Power Prediction by Judith J.E, Jency WG, Journal of Electrical and Computer Engineering (2022)
A Czekanowski's Quantitative Indexed Fuzzy Brown Boost Data Clustering For Wind Power Prediction In Smart Grid by Judith J.E, Jency WG, Journal of Theoretical and Applied Information Technology (2021)
Hybrid Outlier Detection in Healthcare Datasets using DNN and One Class-SVM by Thomas, R., Judith, J.E., Proceedings of the 4th International Conference on Electronics, Communication and Aerospace Technology, ICECA 2020 (2020)
A review on power prediction techniques with wind speed data by Jency W.G., Judith J.E, International Journal of Advanced Science and Technology (2020)
A Novel Ensemble Method for Detecting Outliers in Categorical Data by Roy Thomas and Judith J.E, International Journal of Advanced Trends in Computer Science and Engineering (2020)
Hybrid Dimensionality Reduction for Outlier Detection in High Dimensional Data by Roy Thomas,Judith J.E, International Journal of Emerging Trends in Engineering Research (2020)
Securing Web Application Data in Cloud Environment: A Comprehensive Review by R.S.Kanakasabapathi,J.E.Judith, International Journal for Research in Engineering Application & Management (IJREAM) (2020)
Correlation and Probability Based Similarity Measure for Detecting Outliers in Categorical Data by Roy Thomas,Judith J.E, International Journal of Innovative Technology and Exploring Engineering (2020)
Voting Based Ensemble of Unsupervised Outlier Detectors by Roy Thomas,Judith J.E, Advances in Communication Systems and Networks, Lecture Notes in Electrical Engineering (2020)
Software Defect Prediction using Efficient Classification Algorithms by Anju, Judith J.E., International Journal of Advanced Science and Technology (2019)
Eye gaze tracking based driver monitoring system by Mavely, A.G., Judith, J.E., Sahal, P.A., Kuruvilla, S.A., IEEE International Conference on Circuits and Systems, ICCS 2017 (2018)
A survey on outlier detection methods in data mining by Roy Thomas and Judith J.E, International Journal of Engineering & Technology (2018)
Distributed document clustering analysis based on a hybrid method. by Judith, J.E., and Jayakumari, China Communications (2017)
Efficient Overlay-Based Parallel Data Mining architecture by Anitta, J., Jeseela,, Judith, J.E., 2016 International Conference on Energy Efficient Technologies for Sustainability, ICEETS 2016 (2016)
Distributed Document Clustering Algorithms: A Recent Survey by Judith, J.E.,and Jayakumari, J, International Journal Enterprise Network Management (2015)
Optimized Distributed Text Document Clustering Algorithm by Judith, J.E., and Jayakumari, Advances in Intelligent Systems and Computing (2015)
An Efficient Hybrid Distributed Document Clustering Algorithm by Judith, J.E.,and Jayakumari, J, Scientific Research and Essays (2015)
RT and EJPS: Networking through Sapiens and Protecting the Sapiens by JohnyLivinston,Judith J.E., Lizy A.,, International Journal of Computer Applications (2014)
Distributed Text Clustering Algorithm Based on MapReduce by Abi Monish, J.,and Judith, J.E., , International Journal of Applied Engineering Research (2014)
Enhanced Distributed Text Document Clustering Based on Semantics by Judith, J.E., and Jayakumari, International Review on Computers and Software (I.RE.CO.S) (2013)
Performance Evaluation of an Effective Hybrid Distributed Document Clustering Algorithm by Judith, J.E., and Jayakumari, J., European Journal of Scientific Research, (2012)

Books Published

Lecture Notes in Electrical Engineering, ISBN: Book Series, Publisher: Springer
Advances in Intelligent Systems and Computing, , ISBN: Book Series, Publisher: Springer publication
Pattern representation method in time-series data: A survey, ISBN: 9781003606208, Publisher: Taylor & Francis
Voting Based Ensemble of Unsupervised Outlier Detectors, ISBN: 978-981-153992-3, Publisher: Springer
A Survey on Deep Learning Based Human Activity Recognition System., ISBN: 978-3-031-73064-1., Publisher: Springer
Cognitive Science and Technology, ISBN: 978-981-99-2745-6, Publisher: Springer
Optimized Distributed Text Document Clustering Algorithm, ISBN: 978-81-322-2134-0, Publisher: Springer
A comprehensive review on the subject of securing Web Application Data in Cloud Environments, ISBN: 978-981-99-2745-6, Publisher: Springer
Smart Supply Chain Management for Efficient Consumption and Production, ISBN: 9781003468257, Publisher: CRC Press
Healthy Livestock by Monitoring the Health of Plants, ISBN: 9781003527114, Publisher: CRC Press
A Review of Deep Learning Based Human Activity Recognition System, ISBN: 978-3-031-81080-0, Publisher: Springer
License Plate Recognition of Motorcycle Riders Without Helmet Using Deep Learning, ISBN: 978-3-031-81082-4, Publisher: Springer
Deep Ensemble Outlier Detection in Lymphography Dataset, ISBN: 978-81-968135-4-3, Publisher: B P International
Anomaly Detection in Traffic Systems, ISBN: 9798337302904, Publisher: IGI Global Scientific Publishing
Blockchain for Transparent Food Supply Chains, ISBN: 9781003569664, Publisher: CRC Press

Patents

AN IOT BASED SOLAR POWER AGRICULTURAL ROBOT , 412904-001, 2024, Indian - Design - Filed
Underwater robot for Ship Propeller Descaling Employing Ensemble Artificial Intelligence, 202141041582, 2021, Indian - Design - Filed

Conferences

Adaptive Optimization for Deep Learning Based Automatic Leaf Disease Classification, ICAISCS 2025 (January 24, 2025)
In-Depth Investigation of Artificial Intelligence - Blockchain Integration Strategies for Security Enhancement, ICCPCT 2024 (October 16, 2024)
A Comprehensive Analysis of Feature Extraction Techniques for Human Activity Recognition using Deep Learning, ICCPCT 2024 (October 16, 2024)
Feature Extraction and Fusion in AI-driven Plant leaf disease Detection and Prediction System, International Conference On Adaptive Technologies For Sustainable Growth (October 10, 2024)
A Review on Explainable Artificial Intelligence for Gastrointestinal Cancer using Deep Learning, Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems(AICERA/ICIS) (November 16, 2023)
Enhanced Deep Learning Approach for Software Defect Forecasting, Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems (November 16, 2023)
A Study on Computer Aided Automatic leaf disease classification techniques, International Conference on Material Science and Computational Engineering (October 13, 2023)
A comprehensive analysis of hybrid machine learning algorithms for securing IoT data, International Conference on Material Science and Computational Engineering (October 13, 2023)
Explainable Artificial Intelligence for gastrointestinal cancer using CNN, International Conference on Material Science and Computational Engineering (October 13, 2023)
A Reliable Impact Factor on Feature Selection, International Conference on Material Science and Computational Engineering (October 13, 2023)
Performance Analysis On Wind Power Forecasting In Machine Learning And Deep Learning, ICCPCT2023 (August 10, 2023)
A Review on Optimization and Feature Selection Techniques for Data Security in IoT, ICPCSN 2023 (June 19, 2023)
Li-Fi Technology Data Transmission through Visible Light , International Virtual Conference on Artificial Intelligence,5G Communications and Network Technologies (April 28, 2022)
Smart Covid Screening and Attendance System,International , Virtual Conference on Artificial Intelligence,5G Communications and Network Technologies (April 28, 2022)
Hybrid Outlier Detection in Healthcare Datasets using DNN and One Class-SVM, ICECA-2020 (November 5, 2020)
Deep Ensemble Outlier Detection in Lymphography Dataset, ICARA 2020 (October 14, 2020)
Survival Study on Power Prediction Techniques with Wind Speed Data, International Conference on Computational Science and Emerging Technologies (August 12, 2020)
Voting based ensemble of unsupervised outlier detectors, International conference on communication systems and networks(ComNet 2019) (December 12, 2019)
A Review on Feature Selection Techniques for Classification in Data Mining, 2019 International Conference on Networks,Image and Security (ICNIS 2019) (April 2, 2019)
Eye Gaze Tracking Based Driver Monitoring System, International Conference on Circuits and Systems (December 21, 2017)
Efficient Overlay-Based Parallel Data Mining Architecture, IEEE International Conference on Energy Efficient Technologies for Sustainability (April 7, 2016)
Enhanced distributed document clustering algorithm using different similarity measures, 2013 IEEE Conference on Information & Communication Technologies (April 11, 2013)
Information Retrieval from a distributed environment by key doc extraction, International Conference on Emerging Trends in Information and Communication Engineering (April 6, 2013)
Secured Distributed Document Clustering &Keyphrase Extraction Algorithm in Structured Peer-to-Peer Networks, ICSCCN 2011 (July 21, 2011)

Projects

No projects available.

Faculty Development Programs (FDP)

AI Revolution in Emerging Technologies - FDP (June 2, 2025 to June 7, 2025)
Role of AI in Bioimaging and signal Processing - FDP (May 26, 2025 to May 30, 2025)
Cyber Physical Systems - FDP (May 26, 2025 to May 30, 2025)
Blockchain Technology and Generative AI: Advancements, Applications, and Future Directions - AICTE Training And Learning (ATAL) Academy Faculty Development Program (February 3, 2025 to February 8, 2025)
Smart Farming: Role of Technology in millets Production - AICTE Training And Learning (ATAL) Academy Faculty Development Program (January 13, 2025 to January 18, 2025)
Faculty Development Program on INTERNET OF THINGS AND ITS APPLICATIONS - AICTE Training And Learning (ATAL) Academy Faculty Development Program (December 16, 2024 to December 21, 2024)
Workflow Automation with AI in Excel/ Word - FDP (December 16, 2024 to December 20, 2024)
Cloud Computing - NPTEL-AICTE FDP (July 20, 2024 to July 17, 2024)
Education 5.0 - FDP (May 15, 2023 to May 19, 2023)
Emerging Research Trends in BlockChain and Data Science - FDP (May 8, 2023 to May 12, 2023)
Machine Learning - FDP (March 27, 2023 to April 2, 2023)
Recent Advances in Data Science, Data Analytics and Cyber Security - FDP (March 1, 2023 to March 5, 2023)
Virtual and Augmented Reality for Robotics - AICTE Training And Learning (ATAL) Academy FDP (July 12, 2021 to July 17, 2021)
AICTE sponsored Two week FDP on Identification of Cyber Criminal Suspects using Data Analytical Techniques and R Studio Software - FDP (June 14, 2021 to June 27, 2021)
Cloud Computing - FDP (June 7, 2021 to June 12, 2021)
Artificial Intelligence - FDP (January 18, 2021 to January 22, 2021)
Trends and Technologies in Digital Era - FDP (July 27, 2020 to July 31, 2020)
Essentials of Blended Learning - FDP (July 13, 2020 to July 20, 2020)
Emerging Technologies in IT industry 2020 - FDP (July 6, 2020 to July 10, 2020)
Internet of Things - FDP (May 30, 2020 to June 4, 2020)
Digital Transformation-An Introductory Course - FDP (May 8, 2020 to May 12, 2020)
PHP Programming - FDP (November 18, 2019 to November 22, 2019)
FOSS-Free and Open Source Software - FDP (June 10, 2011 to June 11, 2011)
Induction-2006 - Induction Training Programme for Teachers (July 10, 2006 to July 15, 2006)
Conquering Inhibitions and creativity in Teaching - FDP (June 14, 2004 to June 15, 2004)

Online Courses

Cloud Computing - NPTEL (July 20, 2024 to October 20, 2024)
Introduction to Environmental Engineering and Science - Fundamentals and Sustainability Concepts - NPTEL (January 20, 2024 to April 27, 2024)
Internet of Things - NPTEL (July 20, 2019 to October 17, 2019)

Events Organized

Dr. Judith J E - National Workshop on Knowledge Discovery for Research Applications
Dr. Judith J E - Workshop on Image Classification using CNN and Pre-trained Models
Dr. Judith J E - International Conference on Future of Connected Systems-IoT,AI & 5G

Awards

Dr. Judith J E - Reviewer Certificate
Dr. Judith J E - Certificate of Reviewing
Dr. Judith J E - Reviewer Certificate
Dr. Judith J E - Reviewer Certificate
Dr. Judith J E - Reviewer Certificate
Dr. Judith J E - Certificate of Reviewer Recognition
Dr. Judith J E - Certificate of Reviewer Recognition
Dr. Judith J E - Certificate of Excellence in Reviewing
Dr. Judith J E - Certificate of Reviewing
Dr. Judith J E - Certificate of Reviewing
Dr. Judith J E - Certificate of Excellence in Peer Reviewing
Dr. Judith J E - Certificate of Excellence in Reviewing
Dr. Judith J E - Certificate of Excellence in Reviewing
Dr. Judith J E - Certificate of Excellence in Reviewing
Dr. Judith J E - Certificate of Reviewing

Guest Activities

No guest activities available.

Additional Contributions

Other - Session Chair (April 2, 2025)
Other - Session Chair (March 19, 2024)

Dr. Judith J E