Faculty Publications
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2024-25
2023-24
2022-23
2021-22
2020-21
2019-20
2024-25
Dr. Kalpana Sunil Thakre, “Managing token limitations with RoBERTa-large for enhanced plagiarism detection”, International Journal of Statistics and Management Systems, ISSN: 2169-0014, 7 May 2024.
Dr. Kalpana Sunil Thakre, “Privacy preservation using optimized Federated Learning: A critical survey”, International Journal, Intelligent Decision Technologies, July 2024.
Dr. Swati Nitin Shekapure, “Drivers Emotion Recognition using Deep Learning model with Cognitive Intelligence”, International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, ISSN:2147-679921 June 2024.
Dr. Neha Jain, “Multimodal image fusion for the detection of diabetic retinopathy using optimized explainable AI-based Light GBM classifier”, International Journal, Information Fusion, June 2024.
Ms. Anita Vikram Shinde, “Violation Eye – AI Based Traffic Violation Reporting Web Application”, International Conference, Technological Innovations and Advance Computing (TIACOMP) 2024, November 2024.
Ms. Jagruti Amit Wagh, Dr. Sankirti Sandeep Shirawale, “Identification of Musical Notes using Support Vector Machine”, International Journal, Nanotechnology Perceptions, Scopus indexed 1660-6795 22 June 2024.
Ms. Reshma Kapadi, “Multi-Class Malware Detection using modified GNN and Explainable AI”, International Journal METSZET, 2061-2710 1 October 2024.
Ms. Snehal Kuche, “Design of an efficient Transformer-XL model for enhanced pseudo code to Python code conversion”, International Journal of Informatics and Communication Technology (IJ-ICT), 2061-2710 August 2024.
2023-24
Dr. K.S Thakre, “Privacy Preservation Using Federated Learning: A Critical Survey”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Dr. Swati Shekapure, Dr. Neha Jain, “Health Care Chat Bot Using Machine Learning”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Dr. Geetha Chillarge, Dr. Swati Shekapure, “Credit Card Fraud Detection Using Machine Learning Technique”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Dr. K.S Thakre, Dr. Swati Shekapure, “Design and Analysis of Attributes Based Encryption Scheme for Cloud Security and Privacy with Machine Learning”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Dr. Aarti Amod Agarkar, “A Comparative Analysis of Quantum Programming Language Parsers”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Ms. Anita Vikram Shinde, “A Multi-Classifier-Based Recommender System for Early Autism Spectrum Disorder Detection using Machine Learning”, Healthcare Analytics, Volume 4, December 2023, 100211. https://doi.org/10.1016/j.health.2023.100211
Dr. K.S Thakre, “Managing Token Limitations with RoBERTa-Large for Enhanced Plagiarism Detection”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Dr. K.S Thakre, “Analysing Code-BERT and its efficacy for the code-comment relationship prediction task”, International Conference, GConSFT-2023, ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023.
Ms. Anita Vikram Shinde, “Guardian Shield: A Geolocation-Enabled Social Safety App for Real-Time Tracing”, International Journal of Creative Research Thoughts (IJCRT), Volume 11, Issue 7 July 2023, ISSN: 2320-2882.
Ms. Anita Vikram Shinde, “CNN-based Diagnosis of Malaria and Pneumonia: A Multiclass Classification Approach”, International Journal of Creative Research Thoughts (IJCRT), Volume 11, Issue 7 July 2023, ISSN: 2320-2882.
Dr. Neha Jain, “A Hybrid Deep Ranking Weighted Multi-Hashing Recommender System.” ACM Transactions on Asian and Low-Resource Language Information Processing (2023). https://dl.acm.org/doi/10.1145/3626195
Dr. Smita Chaudhari, “A Fuzzy-Based Slip Resistive Controller for Front Wheel Drive Autonomous Electric Vehicle, Electric Power Components and Systems”, 14 Mar 2023. DOI: 10.1080/15325008.2023.2246482
Ms. Swarupa Despande, “Development of a Data Analysis Module”, International Journal of Innovative Technology and Exploring Engineering, Volume-12 Issue-7, June 2023. https://doi.org/10.35940/ijitee.g9614.0612723
Ms. Sarita Sapkal, “Recognition of Diseases on Horticultural Leaves Using Machine Learning Approach”, 2023 3rd Asian Conference on Innovation in Technology, ASIANCON 023, DOI: 10.1109/ASIANCON58793.2023.10270074
2022-23
Dr. Kalpana S. Thakre, “Continuous quality control evaluation during manufacturing using supervised learning algorithm for Industry 4.0”, International Journal of Advanced Manufacturing Technology, Volume 125 Issue 3-4, 2023.
Dr. Kalpana S. Thakre, “Detection of Cardiac Abnormalities in MRI using Generative Adversarial Network”, Industrial Engineering Journal, Volume 15, Issue 12, 2022.
Dr. Kalpana S. Thakre, “Dynamic hidden feature space detection of noisy image set by weight binarization”, Signal Image and Video Processing, 2022.
Dr. Kalpana S. Thakre, “ML and feature selection enabled optimized technique for heart disease classification and prediction”, Computer Assisted Methods in Engineering and Science, 2022.
Dr. Kalpana S. Thakre, “Business Intelligence and its use in the Health care sector”, International Journal of Enterprise Computing and Business Systems, Volume 2, Issue 12, 2022.
Dr. Kalpana S. Thakre, “A Survey on Detection and Prediction of Autism disorder using Machine learning approaches”, International Journal of Research and Analytical Reviews, Volume 4, Issue 9, 2022.
Dr. Aarti A. Agarkar, “Integrated agriculture IoT-based farm monitoring and management systems”, International Journal of Nanotechnology, NA, 2022.
Dr. Aarti A. Agarkar, “Lightweight Authentication Scheme for Fog based Smart Grid Network”, BITS EEE CON 2022, 2022.
Dr. Girija G. Chiddarwar, “Online System using visual and Quantum Cryptography”, Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, Volume 54, Issue 7, 2022.
Dr. Girija G. Chiddarwar, “Blockchain based record date management system using artificial intelligence”, Neuroquantology, Volume 28, Issue 133, 2022.
Dr. Girija G. Chiddarwar, “Customer recommendation and notification using artificial intelligence and machine learning”, Neuroquantology, Volume 20, Issue 11, 2022.
Dr. Swati Shekapure and Dr. Sankirti Shiravale, “Image Captioning using Efficient Net”, Journal of Optoelectronics Laser, Vol. 41 No. 7 (2022), 2022.
Dr. Swati Shekapure, “Clinical Data Analysis of Patient and Recommendation”, NeuroQuantology, Volume 20, No 6 (2022), 2022.
Dr. Swati Shekapure, “Survey Paper on Extraction of 3D image Data for Detecting Chest Diseases”, Journal of Optoelectronics Laser, Vol. 41 No. 8, 2022.
Dr. G.R. Chillarge, “Smart Crop cultivation and disease prediction for Cotton”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, 2321-9653, 2022.
Shailaja B. Jadhav, “Customer Segmentation for banking strategy Decision using machine learning”, IJCRT: International Journal of Creative Research Thoughts, Volume 10, Issue 12, 2022.
Shailaja B. Jadhav, “Image and Video Captioning system using deep learning”, IJCRT: International Journal of Creative Research Thoughts, Volume 10, Issue 12, 2022.
Anita Vikram Shinde, “IoT-based Social Safety Android Application using Geolocation for Real-Time Tracing”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XI, 2022.
Anita Vikram Shinde, “Smart System for Disease Prognostication in Healthcare using Multi-classifier-based Prediction Model”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XI, 2022.
Anita Vikram Shinde, “Comprehensive Survey on Recommender Systems Techniques and Challenges in Big Data Analytics with IoT Applications”, Journal of Pharmaceutical Negative Results, Volume 13, Issue 4, 2022.
Mrs. Asma Shaikh, “Virtual Assistant for the Blind”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XII, December 2022.
Ms. Jagruti A. Wagh, “IoT-based Health Monitoring System”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XI, 2022.
Ms. Jagruti A. Wagh, “Multi-Lingual Sign Language Detection System”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XI, 2022.
Shubhada Mone, “Pharmasoft”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XI, 2022.
Ms. Swarupa Deshpande, “Water Demand Prediction Using Machine Learning”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XII, 2022.
Ms. A.S. Mane, “Missing Person Identification using Machine Learning Algorithm”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XII, 2022.
Ms. M. S. Shelke, “A Brain Tumor Detection Using Image Processing”, IJRASET: International Journal for Research in Applied Science & Engineering Technology, Volume 10, Issue XII, 2022.
Ms. Vandana Rupnar, “Rubik’s Cube Solver by Computer Vision”, IJICS: International Journal of Information and Computing Science, Volume 9, Issue XII, 2022.
2021-22
Dr. Harmeet K. Khanuja, “Automatic Segmentation of COVID-19 Pneumonia Lesions and its Classification from CT images: A survey”, 2021 International Conference on Intelligent Technologies (CONIT) on June 25-27, 2021.
Dr. Harmeet K. Khanuja, “Web Application Security Scanning Using ML”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Dr. Harmeet K. Khanuja, “Fidelity of AI Model in Representing the Different Types of Cyclone Track Estimation”, International Research Journal of Engineering and Technology (IRJET).
Dr. S.M. Chaware, “Visualization of Furniture using CNN for Augmented Reality”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Dr. S.M. Chaware, “DERMSCAN: Self-Diagnosis Artificial Intelligence Tool for Dermatological Disease Detection”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Dr. S.M. Chaware, “Improvement in Video Object Detection Methods Using Classification”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Dr. A. A. Agarkar, “Introduction to Generative Adversarial Networks Challenges and Solutions”, International Journal of Next-Generation Computing.
Dr. A. A. Agarkar, “New Paths Generation Using Crossover And Mutation Genetic Operations For Mobile Robot To Find The Optimal Path In 2-D Static Environment”, NVEO-Natural Volatiles & Essential Oils Journal.
Dr. A. A. Agarkar, “DIMAC: Decentralized Identity Management and Access Control System Using Blockchain”, GIS Science.
Ms. Geetha R. Chillarge, “Health Assistance Using CNN”, International Journal of Analytical and Experimental Modal Analysis.
Ms. Geetha R. Chillarge, “Community Application”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology on May-June 2021.
Ms. Geetha R. Chillarge, “Efficient and Secure Multi-Keyword Ranked Search and Group Data Sharing for Encrypted Cloud Data”, International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2021) on Dec 17-18, 2021.
Jagruti Wagh, “Dwitter- Decentralized Twitter Using Blockchain Network”, International Journal of Scientific Research in Engineering and Management.
Jagruti Wagh, “Golang Library/CLI Tool to Provide Data Analysis and Conversion Utilities”, International Journal for Research in Applied Science & Engineering Technology.
Mrs. Vandana Rupnar, “Implementation of Advance Road trip planner for tourism 4.0”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Mrs. Vandana Rupnar, “Online FIR System”, International Virtual Conference on Emerging Trends in Engineering and Management on July 23-24, 2021.
Mrs. Sankirti Shiravale, “Text Region Identification in Indian Street Scene Images Using Stroke Width Transform and Support Vector Machine”, SN Computer Science.
Ms. Shailaja B. Jadhav, “A Comprehensive Review of Data Stream Mining: Methods and Challenges”, IOSR Journals.
Mrs. Shubhada P. Mone, “Order Imbalance Based Strategy in High-Frequency Algorithmic Trading”, International Journal of Innovative Research in Technology (IJIRT).
Mrs. Shubhada P. Mone, “Machine Learning-Based Computer Vision Application for Visually Disabled People”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), Volume 7, Issue 3, June 23, 2021.
Mrs. Asma Shaikh, “Real-time Intrusion Detection Based on Residual Learning Through ResNet Algorithm”, International Journal of System Assurance Engineering and Management, January 2022.
Mrs. Asma Shaikh, “Dynamic Updating of Signatures for Improving the Performance of Intrusion Detection System”, International Conference on Expert Clouds and Applications (ICOECA 2022) on February 3-4, 2022.
Mrs. Asma Shaikh, “Advanced Signature-Based Intrusion Detection System”, 4th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV 2022) on February 10-11, 2022.
Mrs. Pradnya Mehta, “A Survey on Hybrid Recommendation Systems”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology.
Mrs. Pradnya Mehta, “Research Paper on Disorder-Based Food Recommendation System”, Journal of Emerging Technologies and Innovative Research.
Mrs. Pradnya Mehta, “Health Care Card System”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, May-June 2022.
Mrs. Pradnya Mehta, “An Approach Towards Deployable Hybrid Product Recommendation Systems for E-Commerce”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology.
Mrs. Pradnya Mehta, “ECG Signal Classification”, International Journal of Recent Advances in Multidisciplinary Topics.
2020-21
Dr. Harmeet K. Khanuja, has published a paper titled “Hassle-Free and Secure e-KYC System Using Distributed Ledger Technology” in the International Journal of Next-Generation Computing (IJNGC), April 2021.
Dr. S. M. Chaware, has published a paper titled “Analysis for Fire Detection System for Improvement in Accuracy” in the International Journal of Advanced Research in Engineering and Technology (IJARET), September 2020.
Dr. S. M. Chaware, has published a paper titled “Proposed System for Remote Detection of Skin Diseases Using Artificial Intelligence” in the International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSIT), March-April 2021.
Dr. S. M. Chaware, has published a paper titled “A Proposed Design for an Augmented Reality Application with Deep Learning for 3-D Model Generation” in Strad Research, April 2021.
Ms. Rupali Dalvi, has presented a paper titled “Machine Learning Algorithm-Based Model for Classification of Fake News on Twitter” at the 4th International Conference on IoT in Social, Mobile, Analytics and Cloud (ISMAC), October 2020.
Dr. Aarti Agarkar, has published a paper titled “Signature-less Ransomware Detection and Mitigation” in the Journal of Computer Virology and Hacking Techniques, May 2020.
Dr. Aarti Agarkar, has presented a paper titled “Post-Quantum Security Solution for Data Aggregation in Wireless Sensor Networks” at the IEEE Wireless Communications and Networking Conference (WCNC), May 25-28, 2020.
Ms. Geetha R. Chillarge, has published a paper titled “Hassle-Free and Secure Property Registration” at IC2ST-2021: International Conference on Convergence of Smart Technologies, January 9-10, 2021.
Ms. Geetha R. Chillarge, has published a paper titled “A Robust Framework with an Aid of Analytical Modeling to Assess the Distinct Behavioural Pattern of Wormhole Adversary Node in MANET” in IJAST, June 2020.
Ms. Geetha R. Chillarge, has published a paper titled “Securing VANETs Against Wormhole Attack Using Behavioural Analysis of Nodes in VANET” in the International Journal of Interdisciplinary Global Studies, December 2020.
Ms. A. A. Shaikh, has presented a paper titled “Anomaly-Based Intrusion Detection System Using Deep Learning Methods” at the International Conference on Recent Advances in Computational Techniques (ICRACT), June 2020.
Ms. Sankirti S. Shiravale, has published a paper titled “Recognition of Devanagari Scene Text Using Autoencoder CNN” in ELCVIA Electronic Letters on Computer Vision and Image Analysis, February 20, 2021.
Ms. Sankirti S. Shiravale, has published a paper titled “Recent Advancements in Text Detection Methods from Natural Scene Images” in the International Journal of Engineering Research and Technology, April 2021.
Ms. Pooja K. Dhule, has presented a paper titled “Connecting Big Data and Context-Aware Computing for Improving User Activities” in the Turkish Journal of Computer and Mathematics Education, April 2021.
Mrs. Anita Shinde, has published a paper titled “Analysis of Context-Aware Computing Systems in the Internet of Things” in the Turkish Journal of Computer and Mathematics Education, April 2021.
Shubhada Mone, has presented a paper titled “Machine Learning-Based Computer Vision Application for Visually Disabled People” in the International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), June 23, 2021.
2019-20
Dr. S. M. Chaware, published “Stress Detection Methodology Based on Social Network: A Proposed Design” in International Journal of Innovative Technology and Exploring Engineering in Jan 2020.
Dr. S. M. Chaware, published “Proposed System of Enhancement in Accuracy for Fire Detection System using Machine Learning Algorithm” in International Journal of Innovative Technology and Exploring Engineering in Feb 2020.
Dr. S. M. Chaware, published “Video Object Detection through Traditional and Deep Learning Methods” in International Journal of Engineering and Advanced Technology in April 2020.
Ms. R. M. Dalvi, published “Fake News Detection on Social Media using Machine Learning Techniques” in International Journal of Innovative Technology and Exploring Engineering (IJITEE) in May 2020.
Ms. G. R. Chillarge, published “Property Registration and Ownership Transfer using Blockchain” in International Journal of Innovative Technology and Exploring Engineering in April 2020.
Mrs. I. S. Savant, published “Real Time Bidirectional Communication Interpreter for Deaf Community” in International Journal For Research & Development In Technology in April 2020.
Mrs. I. S. Savant, published “Customer Relationship Management (CRM)” in International Journal of Research and Analytical Reviews in May 2020.
Dr. H.K. Khanuja, published “Monitor and detect suspicious transactions with database forensics and Dempster-Shafer theory of evidence” in International Journal of Electronic Security and Digital Forensics, Vol—12 Issue 2, pp. 154-173.
Dr. H.K. Khanuja, published a book chapter “Monitor and Detect Suspicious Transactions with Database Forensic Analysis” in *Digital Forensics and Forensic Investigations: Breakthroughs in Research and Practice*, PP-402-426.
Mrs. Swati Shekapure, published “Performance Based Adaptive Personalized eLearning System” in International Journal of Recent Technology and Engineering in July 2019.
Mrs. Swati Shekapure, published “Learning Preferences Analysis by Case-Based Reasoning” in *Advances in Intelligent Systems and Computing*, vol 1025, Springer, Singapore, in Oct 2019.
Ms. Anita Shinde, published “Machine Learning Framework for Detection of Psychological Disorders at OSN” in International Journal of Innovative Technology and Exploring Engineering (IJITEE) in Sept 2019.