Faculty Publications

List of Publications

Faculty Publication Academic year 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”In 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 
• Dr. Geetha Chillarge,Sarita Sapkal “AI-Assisted Special Education for Students With Exceptional Needs” ,Book Chapter 
• Dr.Swati Shekapure, “AI Based Medicine Intake Tracker” In: Anter, A.M., Elhoseny, M., Thakare, A.D. (eds) Nature-Inspired Methods for Smart Healthcare Systems and Medical Data. Springer, Cham.(2024),https://doi.org/10.1007/978-3-031-45952-8_2
• Dr.Swati Shekapure,”Data analytics for finding emerging entrepreneur’s success factors”, Journal of Autonomous Intelligent, volume 7 Issue 2, Dec2023. 
• Ms. Shubhada Mone, “Empowering the visually impaired with Voice Assistance using Alan AI”, METSZET International Journal 2023, volume 8, issue 11, November-2023 
• Ms. Shubhada Mone, “ Smart Workout Companion: Leveraging Deep Learning for Precise Posture Monitoring and YogaPose Refinement” , Strad Journal,volume 10, issue 12, Dec2023 
• Ms. Jagruti Wagh, “Music Note Recognition System”, METSZET International Journal 2023, volume 8, issue 11, November-2023 
• Ms. Jagruti Wagh, “Geographical area classification on satellite using CNN architecture” , METSZET International Journal 2023, volume 8, issue 11, November-2023. 
• Dr. Kalpana S Thakre , "Survey on Alzheimer's Disease Diagnosis using Deep Neural Network", International Conference, GConSFT-2023,ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023. 
• Dr. Kalpana S Thakre, "Marathi Sentiment Lexicon Construction: Tools, Techniques and Issues", International Conference, GConSFT-2023,ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023. 
• Dr. Kalpana S Thakre, “Disctinct Word Sence Disamiguation approaches for Marathi Language”, International Conference, GConSFT-2023,ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023. 
• Dr. Geetha Chillarge, Smita Chaudhari, Kalpana Thakre, Girija Chiddarwar, “A Hybrid Conditional GAN-LSTM Approach for Paralysis Detection and Classification”, International Conference, GConSFT-2023,ISBN No.- 978-93-6076-342-8, 14-15 Dec 2023. 

Faculty Publication Academic year 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 selectio 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 10IssueXII Dec 2022, 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 11, 2022
• Ms. Swarupa Deshpande,"Water Demand Prediction Using Machine Learning",IJRASET: International Journal for Research in Applied science & Engineering Technology, Volume 10IssueXII, 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

Faculty Publication Academic year 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”, an International virtual conference on emerging trends in Engineering and Management on July 23-24 June 2021
• Dr. S.M.Chaware, “DERMSCAN: Self-Diagnosis Artificial Intelligence Toll for Dermatological Disease Detection”, an 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”, an International virtual conference on emerging trends in Engineering and Management, July 23-24 2021
• Dr. A. A. Agarkar, “ Introduction to Generative Adversarial Networks Challenges and Solutions”, International Journal of Next-Generation Computingon44501
• 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| NVEOon44501
• Dr. A. A. Agarkar, “DIMAC: Decentralized Identity Management and Access Control System Using Blockchain” , GIS SCIENCEon44470"
• 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 onMay-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) onDec 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 July 23-24 2021
• Mrs. Vandana Rupnar, “Online FIR system” ,International virtual conference on emerging trends in Engineering and Management 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 Scienceon44348
• Ms. Shailaja B. Jadhav, “ A Comprehensive Review of Data Stream Mining: methods and challenges”, IOSR Journalson44348
• 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, 23rd June 2021 
• Mrs. Asma Shaikh, “Real-time intrusion detection based on residual learning through ResNet algorithm” ,International Journal of System Assurance Engineering and Management on Jan 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)on3/02/2022 to 4/02/2022"
• Mrs. Asma Shaikh, “Advanced signature-based Intrusion Detection System”,4th International Conference on Intelligent Communication Technologies and VirtualMobile Networks (ICICV 2022)on10/02/2022 to 11/02/2022"
• 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 Researchon, 44373
• Mrs. Pradnya Mehta, “Health Care Card System”,International Journal of Scientific Research in Computer Science, Engineering and Information Technology on 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 Technologyon44700
• Mrs. Pradnya Mehta, “ECG signal classification”,International journal of recent advances in multidisciplinary topics

Faculty Publication Academic year 2020-21:

• Dr. Harmeet K. Khanuja, “Hassle - Free and Secure e-KYC System Using Distributed Ledger Technology”, in International Journal Of Next-Generation Computing (IJNGC)44287 in April 2021
• Dr. S. M. Chaware, “Analysis for fire detection system for improvement in accuracy” in International Journal of Advanced Research in Engineering and Technology (IJARET) in Sep 2020
• Dr. S. M. Chaware, “Proposed System for Remote Detection of Skin Diseases Using Artificial Intelligence” in International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSIT)in March-April-2021
• Dr. S. M. Chaware, “A Proposed Design for an Augmented Reality Application with Deep learning for 3-D model Generation”, Strad Research April 2021
• Ms. Rupali Dalvi,”Machine learning algorithm based model for classification of fake news on Twitter”, Proceedings of the 4th International Conference on IoT in Social, Mobile, Analytics and Cloud, ISMAC in Oct 2020
• Dr. Aarti Agarkar, “Signature-less ransomware detection and mitigation” , Journal of Computer Virology and Hacking Techniques May 2020
• Dr. Aarti Agarkar, “Post-quantum security solution for data aggregation in wireless sensor networks”, IEEE Wireless Communications and Networking Conference (WCNC)25-28 May 2020
• Ms. Geetha R. Chillarge, “Hassle-Free and Secure Property Registration” IC2ST-2021: International Conference on Convergence of Smart Technologies, in 9 & 10 Jan 2021
• Ms. Geetha R. Chillarge, “ A Robust Framework with an Aid of Analytical Modeling to Assess the Distinct Behavioural Pattern of Wormhole Adversary Node in MANET” in IJAST in June 2020
• Ms. Geetha R. Chillarge, “Securing Vanets Against Wormhole Attack Using Behavioural Analysis Of Nodes In Vanet” International Journal of Interdisciplinary Global Studies in Dec2020
• Ms. A. A. Shaikh, “Anomaly based Intrusion Detection System using Deep learning methods” in International Conference on Recent Advances in Computational Techniques : ICRACT in June 2020
• Ms. Sankirti S. Shiravale, “ Recognition of Devanagari Scene Text Using Autoencoder CNN” in ELCVIA Electronic Letters on Computer Vision and Image Analysis 20 Feb 2021
• Ms. Sankirti S. Shiravale, “Recent Advancements in Text Detection Methods from Natural Scene Images” in International Journal of Engineering Research and Technology in April 2021
• Ms. Pooja K. Dhule, “ Connecting big data and context aware computing for improving user activitiesTurkish Journal of Computer and Mathematics Education April 2021
• Mrs. Anita Shinde, “Analysis of Context-Aware Computing Systems in the Internet of Things”, Turkish Journal of Computer and Mathematics Education in April 2021
• Shubhada Mone, “Machine Learning Based Computer Vision Application for Visually Disabled People” International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT)23rd June 2021

Faculty Publication Academic year 2019-20:

• Dr. S. M. Chaware, “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, “Proposed System of Enhancement in Accuracy for Fire Detection System using Machine Learning Algorithm” International Journal of Innovative Technology and Exploring Engineering in Feb 2020.

• Dr. S. M. Chaware, “Video Object Detection through Traditional and Deep Learning Methods in  International Journal of Engineering and Advanced Technology” in April 2020.

• Ms. R. M. Dalvi, “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 ,” Property Registration and ownership transfer using Block chain” in International Journal of Innovative Technology and Exploring Engineering in April 2020

• Mrs. I. S. Savant, “Real Time Bidirectional Communication Interpreter For Deaf Community in  International Journal For Research & Development In Technology in April 2020

• Mrs. I. S. Savant,Customer Relationship Management (CRM) International Journal of Research and Analytical Reviews, May 2020

• Dr. H.K. Khanuja, has published research paper “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, has published 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, “Performance Based Adaptive Personalized eLearning System” International Journal of Recent Technology and Engineering” July 2019

• Mrs.Swati Shekapure,  Learning Preferences Analysis by Case-Based Reasoning. Advances in Intelligent Systems and Computing, vol 1025. Springer, Singapore, Oct 2019

• Ms. Anita Shinde, “   Machine Learning Framework for Detection of Psychological Disorders at OSN” International Journal of Innovative Technology and Exploring Engineering (IJITEE), Sept 2019

Faculty Publication Academic year 2018-19:

• Prof. Harmeet Kaur Khanuja, “Detection of Suspicious Transaction with Database Forensics and Theory of Evidenece”, International Symposium on Security in Computing and Communication, 24/01/2019

• Prof. Harmeet Kaur Khanuja, “To monitor and detect suspicious transactions in a finacial Transaction system through Database Forensics Audit and Rule based Outlier Detection Model”, Book Chapter in Organizational Auditing and Assurance in the Digital Age

• Dr. Sandeep Chaware “De-duplication Approach with Enhance Security for Integrity”, International Conference on Computing Communication Control and Automation, during 16th-18th Aug. 2018.

• Mrs. Rupali Dalvi, “Enhancement in Security Using Extended Security Techniques”, 2018 3rd International Conference for Convergence in Technology (I2CT), Published in IEEE explore, 12/11/2018

• Mrs. Sankirti Shiravale , “Ambiguity Resolution in English Language for Sentiment Analysis” IEEE PuneCon 2018, International conference on Data Science and Analytics, 2018
• Mrs. Geetha Chillarge, “Soil Toxicity Prediction and Recommendation System using Data Mining in Precision Agriculture”, 3rd IEEE International Conference for Convergence in Technology 2018
• Shaikh A.A., Security and Privacy Issues in Cloud Computing.International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018. Lecture Notes on Data Engineering and Communications Technologies, vol 26. Springer, Cham
• Mrs. Anita Shinde and Dr. S.M. Chaware, “Content Centric Networks: A Survey”, International Conference on I-SMAC, Coimbatore, Tamil Nadu, 2018/8/30
• Pooja Gandodhar and Dr. S.M. Chaware, “Context Aware Computing Systems: A Survey”, International Conference on I-SMAC, Coimbatore, Tamil Nadu, 2018/8/30
• Geetha Chillarge, “Soil Toxicity Prediction & Recommendation System using Data Mining in Precision Agriculture”, IEEE International Conference for Convergence in Technology,Pune 2018/4/6
• Sankirti Shiravale, “Priority Based Sentiment Analysis for Quick Response to Citizen Complaints ”, IEEE International Conference for Convergence in Technology,Pune 2018/4/6