Computer Applications | FISAT | Federal Institute of Science And Technology

Research Publications

Research Publications 2025-2026)
No	Title of Paper	Name of Author	Details of Publisher
1	Misinformation Detection in the Era of Large language Models: Challenges, Advances and Future directions	Ms Sona Mary Louis Dr Paul .P .Mathai	IEEE Explore Digital Library September 2025.
2	A Novel Multi-Stage Rule-Based Information Extraction Framework for Disease Outbreak Detection with Enhanced Geographical Granularity	Ms.Manju Joy	Engineering, Technology & Applied Science Research Vol. 15, No. 6, 2025, 30130-30136
3	Data Visualization Methods for Clear Communication of ESG Analytics Findings	Dr. Sujesh.P.Lal	Data-Driven ESG Strategy Implementation Through Business Intelligence – IGI Global Scientific Publishing
4	A Machine Learning-Based Framework for Real-Time Water Quality Prediction and Monitoring	Rose Mary Mathew, Stina Mariya Paul	International Journal of Scientific Research in Science and Technology
5	Enhancing Skincare Routines Through Intelligent Web-Based Personalization	Rose Mary Mathew, Nithya K	International Journal of Scientific Research in Science and Technology
Research Publications (2024-2025)
No	Title of Paper	Name of Author	Details of Publisher
1	Ensemble based Disease outbreak detection: Comparative analysis of health news information retrieval techniques	Ms. Manju Joy Dr. M Krishnaveni	International Journal of Computing 2024, Vol 23 issue 2
2	Enhancing disease outbreak detection: named entity recognition with fine-tuned distilbert	Ms. Manju Joy Dr. M Krishnaveni	Journal of Theoretical and Applied Information Technology, Vol. 102 No.10 (2024).
3	The Role of Emotional Factors in Shaping Online Shopping Behavior: A Comprehensive Analysis of Consumer Engagement and Decision-Making	Ms.Anju L Dr.S Veni	Journal of Information Systems Engineering & Management
4	A Novel Framework for Extracting and Recognizing Text in Scene Images through Self-Attention CNN Enhanced with Fuzzy DNN	Ms. Senu Jerome, Dr Anuj Mohamed	Journal of Information Systems Engineering & Management 10 (5s): 462-472
5	A novel approach for text prediction and recognition from natural scene images.	Ms. Senu Jerome, Dr Anuj Mohamed	Multimedia Tools and Applications (2025): 1-31.
6	A unified deep learning model for image captioning and text-‎to-image synthesis	Rose Mary Mathew, Sujesh P Lal, Gowri Ganesh	International Journal of Basic and Applied Sciences
7	Assessing the Models with Resampled Data Using Explainable Artificial Intelligence Techniques	Ms. Rose Mary Mathew	Journal of Soft Computing and Data Mining, e-ISSN: 2716-621X
8	Hotel Recommendation system using TF-IDF Vectorization and Cosine Similarity	Ms. Rose Mary Mathew, Ms. Lakshmi Balu	Conference Proceedings, NCACA 2024 ISBN : 978-81-963548-4-8
9	Fashion Recommendation System -Leveraging TF-IDF Vectorization and Cosine Similarity	Ms. Rose Mary Mathew, Ms Suhaila Salam	Conference Proceedings, NCACA 2024 ISBN : 978-81-963548-4-8
10	Handwritten Equation solver using convolutional neural networks	Ms Manju Joy Mr Nithin Das	Conference Proceedings, NCACA 2024 ISBN : 978-81-963548-4-8
11	Solar Radiation Prediction System using Machine Learning Algorithms – A Review	Dr Deepa Mary Mathews Ms Meenu Joseph	Conference Proceedings, NCACA -2024 ISBN : 978-81-963548-4-8
12	Real-time facial Emotion Detection System	Dr Santhosh Kottam, Ms Leaya Joseph	Conference Proceedings- NCACA2024 ISBN : 978-81-963548-4-8
13	Fashion Accessories Labeling Using YOLOv8	Ms Senu Abi, Mr Jeffin Jose	Conference Proceedings- NCACA2024 ISBN : 978-81-963548-4-8
14	Stock Market Price Prediction and Investment Advice	Dr.Rakhi Venugopal Mr.Mohammed Shamil	Conference Proceedings- NCACA2024 ISBN : 978-81-963548-4-8
15	Eye Disease Classification using CNN	Ms Senu Abi Mr Joby George	Conference Proceedings- ISBN :978-81-963548-4-8, pp no.78-80, April 2024.
Research Publications (2023-2024)
1	Assessing the Models with Resampled Data Using Explainable Artificial Intelligence Techniques	Ms. Rose Mary Mathew, Dr Sujesh P Lal	Journal of Soft Computing and Data Mining E-Issn: 2716-621x – June 2024
2	An Oversampling Mechanism for Multi Majority Datasets using SMOTE and Darwinian Particle Swarm Optimisation	Ms.Rose Mary Mathew	International Journal on Recent and Innovation Trends in Computing and Communication, Feb 2023
3	Optimization of Spatio Temporal Aggregate Queries using Semantic Load shedding and Shared Cluster Based Execution	Dr Deepa Mary Mathews	International Journal of Engineering Trends and Technology,June 2023
4	A Cluster-based Undersampling Technique for Multiclass Skewed Datasets	Ms. Rose Mary Mathew	Engineering, Technology & Applied Science Research, June2023
5	Identification of Pre Transaction Phase Components That Influence Customer’s Online Shopping Behaviour	Ms Anju L	Seybold Report-June 2023
6	A Hybrid Resampling Approach for Multiclass Skewed Datasets and Experimental Analysis with Diverse Classifier Models	Ms.Rose Mary Mathew	International Journal on Recent and Innovation Trends in Computing and Communication, 2023
7	Smart Waste Collection Monitoring and Alert System Via IOT	Dr Deepa Mary Mathews	Journal of Education : Rabindra Bharati University, ISSN: 0972-7175 Vol: XXIV, No. : 1(XX), August 2022
8	Sewage Monitoring System for Blockage Point Detection	Joice T, Dr. Rakhi Venugopal, Mr.Nithin Rajan	IEEExplore, June 2023
9	Smart Greenhouse	Dr. Deepa Mary Mathews	Proceedings of International Conference on Advancements in Computer Applications, ISBN : 978-81-963548-1-7
10	Stable Diffusion for Unity Game Engine	Dr. Deepa Mary Mathews	Proceedings of International Conference on Advancements in Computer Applications, ISBN : 978-81-963548-1-7
11	Image Animation for Mentally Disabled Students Using Improved First Order Motion Model	Dr. Sujesh P Lal	Proceedings of International Conference on Advancements in Computer Applications, ISBN : 978-81-963548-1-7
12	Deep Learning based approach for Virtual Mouse, volume and brightness control using hand gestures	Ms Senu Abi Ms Deepa P.D	Proceedings of International Conference on Advancements in Computer Applications, ISBN : 978-81-963548-1-7
13	Wide Range Data Transmission In Deep Water Sensor Network With Waves Via Wireless	Dr. Sujesh P Lal	IEEExplore
14	Enhancing Autonomous Driving Through Real-Time Steering Angle Prediction with Convolutional Neural Networks	Dr. Santhosh Kottam	International Conference on Security, Parallel Processing, Image Processing & Networking (SPIN’ 2K24)
15	Real-time facial Emotion Detection System	Dr. Santhosh Kottam	Conf. Proceedings of National Conference on Advancements in Computer Applications
16	Solar Radiation Prediction System using Machine Learning Algorithms – A Review,	Dr.Deepa Mary Mathews	Conf. Proceedings of National Conference on Advancements in Computer Applications
17	Hotel Recommendation System using TF-IDF Vectorization and Cosine Similarity	Dr.Rose Mary Mathew	Conference Proceedings- NCACA2024
18	Fashion Recommendation System: Leveraging Tf-Idf Vectorization and Cosine Similarity	Dr.Rose Mary Mathew	Conference Proceedings- NCACA2024
Research Publications (2022-2023)
1	Novel Chaos Based Cryptosystem Using Four-Dimensional Hyper Chaotic Map with Efficient Permutation and Substitution Techniques	Dr. Shahna K.U	Chaos, Solitons & Fractals, Volume 170, May 2023, 113383 Elsevier.
2	Analyzing the Impact of Ensembling Techniques and Resampling Techniques Over Multi Class Skewed Datasets	Ms.Rose Mary Mathew	International Conference on Machines, Computing and Management Technologies (ICMCMT 2022)
3	A Study On The Effectiveness Of Cluster Based Resampling Technique Over The Glass Classification Model	Ms.Rose Mary Mathew	3rd International Conference On “Mathematical Modeling & Computational Science” conducted by Mother Theresa University , Madurai
4	A Review on Explainable Artificial Intelligence(XAI), its Perspectives, and Challenges	Ms.Rose Mary Mathew	National Conference on Recent Trends and Advances in the Field of Information Technology conducted by Karpagam Academy of Higher Education
5	An Efficient Text Detection and Recognition Framework for Natural Scene Images	Ms.Senu Abi	International Conference on Computer Networks and Inventive Communication Technologies
6	Machine Learning Approaches for Customer Segmentation	Ms.Anju L	Karpagam JCS ,Vol 18, Issue 2, Mar-April 2023
7	Machine Learning Approaches for Predicting Protein Structure and Functions	Dr. Sujesh P Lal	European Chemical Bulletin, May 2023
8	Optimization of Spatio Temporal Aggregate Queries using Semantic Load shedding and Shared Cluster Based Execution.	Dr. Deepa Mary Mathews	International Journal of Engineering Trends and Technology, Vol. 71, no. 6, (pp. 152-168), 2023,
9	Detailed Study on Electronic Data Energy Consumption Monitoring System Based on the Construction of Internet of Things	Dr. Sujesh.P.Lal	Recent Advances in Electrical & Electronic Engineering
10	Image Animation for Mentally Disabled Students Using Improved First Order Motion Model	Dr. Sujesh.P.Lal	International Conference on Advancements in Computer Applications (ICACA2023)
11	Deep learning driven physical layer security for a simultaneously wireless information and power transfer network	Dr. Sujesh.P.Lal	Alexandria Engineering Journal, Elsevier 2022