# Complete Knowledge Dump — Senior Prof. Sachin N. Deshmukh > Senior Professor at Dr. Babasaheb Ambedkar Marathwada University (BAMU), Chhatrapati Sambhajinagar. > URL: https://profsnd.in ## Complete Biography & Profile Senior Professor in Computer Science with over 30 years of teaching and research experience in Data Mining, Machine Learning, Sentiment Analysis, and Natural Language Processing. ### Contact & Affiliation Details - **Email:** - **Alternate Email:** - **Office Phone:** - **Institution:** Dr. Babasaheb Ambedkar Marathwada University (BAMU), Chhatrapati Sambhajinagar, Maharashtra, India - **Department:** Department of Computer Science & IT ## Research Scholar (18 Total Scholars) ### Vaishali Ingle - **Status:** Awarded - **Research Topic:** Interactive Visualization and Data Exploration for Unstructured Data - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 26/07/2018 - **Profile URL:** https://profsnd.in/research-students/vaishali-ingle ### Ankush Chavan - **Status:** Working - **Research Topic:** A Framework for Identifying Authorship Using Lexical Patterns in Low-Resource Languages. - **Current Position / Role:** Research Scholar - **Joining Date:** 21/07/2025 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/ankush-chavan - **Bio:** A dedicated research scholar with interests in natural language processing, authorship analysis, and computational linguistics. Focused on building innovative frameworks for low‑resource languages, with an emphasis on advancing multilingual research and contributing to the broader field of digital humanities. ### Rajnikant N. Gaikwad - **Status:** Working - **Research Topic:** DETECTING HATE SPEECH AND PREJUDICED CONTENT USING LLM IN QUANTUM COMPUTING - **Current Position / Role:** Research Scholar - **Joining Date:** 21/07/2025 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/rajnikant-n-gaikwad ### Varsha Jadhav - **Status:** Awarded - **Research Topic:** Intention Mining In Social Networking. - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 09/03/2019 - **Profile URL:** https://profsnd.in/research-students/varsha-jadhav ### Vilas B Kamble - **Status:** Awarded - **Research Topic:** CLASSIFICATION TECHNIQUES FOR HANDLING MISSING VALUES IN THE DATASET - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 06/07/2019 - **Profile URL:** https://profsnd.in/research-students/vilas-b-kamble ### Bhakti Ahirwadkar - **Status:** Awarded - **Research Topic:** SENTIMENT ANALYSIS OF USER COMMENTS FOR COLLABORATIVE FILTERING - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 01/11/2021 - **Profile URL:** https://profsnd.in/research-students/bhakti-ahirwadkar ### Phramaha Wattana Losanta - **Status:** Awarded - **Research Topic:** DESIGN AND DEVELOPMENT THE FRAMEWORK FOR LOCAL E-GOVERNMENT AND INFORMATION QUALITY IN THAILAND - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 01/01/2020 - **Profile URL:** https://profsnd.in/research-students/phramaha-wattana-losanta ### Supriya Kinariwala - **Status:** Awarded - **Research Topic:** OPINION-BASED SEMANTIC USER PROFILE MODELING FOR CONTEXTUAL SUGGESTIONS - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 23/01/2023 - **Profile URL:** https://profsnd.in/research-students/supriya-kinariwala ### Dr. Vishal Shirsath - **Status:** Awarded - **Research Topic:** SENTENCE LEVEL NEGATION IDENTIFICATION USING SENTIMENT ANALYSIS FOR NEWS ARTICLE AND BLOGS - **Current Position / Role:** Associate Dean & Assistant Professor - **Joining Date:** 01/09/2022 - **Awarded Date:** 21/08/2020 - **Profile URL:** https://profsnd.in/research-students/dr-vishal-shirsath - **Bio:** I am a highly organized and dedicated professional, currently serving as the Associate Dean and Assistant Professor at the Department of Computer Engineering-SOE, ADYPU, Pune. I possess excellent technical skills in R, Python, and machine learning algorithms. With 04 years of experience as an Assistant Professor and 5 years of research and industry experience, I specialize in text mining, artificial intelligence, data processing, image processing, machine learning, and mathematical modeling. ### Rajkumar S Jagdale - **Status:** Awarded - **Research Topic:** ANALYSING POPULARITY OF ONLINE PRODUCTS USING ASPECT LEVEL SENTIMENT ANALYSIS - **Current Position / Role:** Assistant professor and Head - **Joining Date:** 22/08/2023 - **Awarded Date:** 01/02/2021 - **Profile URL:** https://profsnd.in/research-students/rajkumar-s-jagdale ### Saleh Al-Subari - **Status:** Awarded - **Research Topic:** DEVELOPMENT OF MODEL FOR SPAM REVIEW DETECTION USING SENTIMENT ANALYSIS - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 01/07/2022 - **Profile URL:** https://profsnd.in/research-students/saleh-al-subari ### Mahesh B. Shelke - **Status:** Awarded - **Research Topic:** Lexicon And Dictionary Based Model For Sentiment Analysis of Marathi - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 01/11/2022 - **Profile URL:** https://profsnd.in/research-students/mahesh-b-shelke ### Kiran V. Sonkamble - **Status:** Working - **Research Topic:** Expansion based approach for improvement of lexicon resource in Marathi for sentiment analysis - **Current Position / Role:** Research Scholar - **Joining Date:** 04/03/2021 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/kiran-v-sonkamble ### Saroj Date - **Status:** Awarded - **Research Topic:** Designing a system for Multi-dimensional Sentiment Analysis of Marathi Text - **Current Position / Role:** Research Scholar - **Joining Date:** N/A - **Awarded Date:** 01/05/2024 - **Profile URL:** https://profsnd.in/research-students/saroj-date ### Dnyaneshwar Suryakant Panchal - **Status:** Awarded - **Research Topic:** PREDICTING HEALTHCARE IMPROVEMENT USING SENTIMENT ANALYSIS - **Current Position / Role:** Assistant professor - **Joining Date:** N/A - **Awarded Date:** 01/11/2024 - **Profile URL:** https://profsnd.in/research-students/dnyaneshwar-suryakant-panchal ### Vrushali A. Bhuyar - **Status:** Working - **Research Topic:** A Hybrid Approach For Author Profiling and Plagiarism Detection Using Author Specific Technique Publication Social Media Data - **Current Position / Role:** Research Scholar - **Joining Date:** 01/06/2019 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/vrushali-a-bhuyar ### Amani Ameen Abdulraheem Abdulmalik Aladeemy - **Status:** Working - **Research Topic:** A Enhancement of Lexicon Resources for Sentiment Analysis of Arabic text - **Current Position / Role:** Research Scholar - **Joining Date:** 01/11/2021 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/amani-ameen-abdulraheem-abdulmalik-aladeemy ### Kalyani R. Waghmare - **Status:** Working - **Research Topic:** An Ensemble Hybrid Learning Approach Using Quantum and Classical Models for Opinion Mining of Product Review - **Current Position / Role:** Research Scholar - **Joining Date:** 21/07/2025 - **Awarded Date:** In Progress - **Profile URL:** https://profsnd.in/research-students/kalyani-r-waghmare ## Complete Publications List ### Selected Publications #### Design issues of Vulnerabilities and Suspicious behavior detection system in Storage Area Network (SAN) - **Year:** 2009 - **Authors:** Sandeep Abhang, S. N. Deshmukh, Dr. Ulhas Shinde, Dr. Ratnadeep Deshmukh - **Venue:** International Journal of Recent Trends in Engineering - **Link:** N/A #### Kerberos Authentication System- A Public Key Extension - **Year:** 2009 - **Authors:** S. K. Pathan, S. N. Deshmukh, R. R. Deshmukh - **Venue:** International Journal of Recent Trends in Engineering - **Link:** N/A #### Song Induced Mood Recognition System Using EEG Signals - **Year:** 2010 - **Authors:** Janvale G.B., Gawali B. W., Deore R.S., S. N. Deshmukh, Marwale A.V., Mehrotra S.C. - **Venue:** Annals of Neurosciences, Journal of Indian Academy of Neurosciences - **Link:** N/A #### Using the Normalization for Typographic Errors in Numerals - **Year:** 2010 - **Authors:** S. N. Deshmukh, Dr. S.C. Mehrotra, Dr. Hardeep Singh - **Venue:** ICDEM2010 Second International Conference on Data Engineering and Management - **Link:** N/A #### Comparison of Google similarity distance calculated using different search engines - **Year:** 2010 - **Authors:** S. N. Deshmukh, Sunil Kawale, Ratnadeep Deshmukh - **Venue:** International Journal of Information Technology and Knowledge Management - **Link:** N/A #### Marathi (Varhadi) Speaker Recognition Using LPC, MFCC and DTW - **Year:** 2013 - **Authors:** Nagsen S. Bansod, Siddharth B. Dabhade, Seema S. Kawathekar, S. N. Deshmukh - **Venue:** International Journal of Trends in Computer Science - **Link:** N/A #### Data Extraction and Annotation for Web Database using Multiple Annotation Approach - **Year:** 2014 - **Authors:** Yogesh Wanjari, D. B. Gaikwad, Vivek Mohod, S. N. Deshmukh - **Venue:** International Journal of Computer Application - **Link:** N/A #### Automatic news extraction system for Indian online newspapers - **Year:** 2014 - **Authors:** Yogesh Wanjari - **Venue:** Reliability, Infocom Technologies and Optimization (ICRITO) - **Link:** N/A #### Anomaly Detection in Data with Extremely High Dimensional Space via Online Oversampling Principal Component Analysis - **Year:** 2014 - **Authors:** Swapnil S. Raut, S. N. Deshmukh - **Venue:** IOSR Journal of Computer Engineering - **Link:** N/A #### A review on online Anomaly Detection Techniques - **Year:** 2014 - **Authors:** S. S. Raut, D. S. Randhave, K. V. Sonkamble, S. N. Deshmukh, Kiran V. Sonkamble - **Venue:** IJERT - **Link:** N/A #### Overview of facebook data collection through web crawler - **Year:** 2014 - **Authors:** S. S. Wangikar, P. P. Chouthmal, P. V. Kothare, S. N. Deshmukh - **Venue:** IJERT - **Link:** N/A #### Performance Analysis of Different Sentence Oddity Measures Applied on Google and Google News Repository for Detection of Substitution - **Year:** 2014 - **Authors:** Sonal Deshmukh, Dr. R. R. Deshmukh, S. N. Deshmukh - **Venue:** International Refereed Journal of Engineering and Science - **Link:** N/A #### Cosine Similarity for Substituted Text Detection - **Year:** 2014 - **Authors:** Sonal N Deshmukh, R. R. Deshmukh, S. N. Deshmukh - **Venue:** International Journal for Advance Research in Computer Science and Software Engineering - **Link:** N/A #### Effective Evaluation of Classification of Indigenous News Using Decision Table and OneR Algorithm - **Year:** 2014 - **Authors:** S R Kalmegh, S. N. Deshmukh - **Venue:** International Journal of Advanced Information Science and Technology - **Link:** N/A #### Code Instrumentation using Dynamic Program Analysis Tools - **Year:** 2014 - **Authors:** Mr. D. S. Panchal, S. N. Deshmukh - **Venue:** International Journal of Engineering Research & Technology - **Link:** N/A #### Generative Topic Modeling in Taxonomic Structure of Genomic Data using LDA - **Year:** 2014 - **Authors:** Dnyati S. Randhave, S. N. Deshmukh - **Venue:** IJCSMC - **Link:** N/A #### Informational Retrieval Using Crawler & Protecting Social Networking Data from Information leakage - **Year:** 2014 - **Authors:** S. S. Wangikar, S. N. Deshmukh - **Venue:** IOSR Journal of Computer Engineering - **Link:** N/A #### Categorical Identification of Indian News Using J48 and Ridor Algorithm - **Year:** 2014 - **Authors:** S R Kalmegh, S. N. Deshmukh - **Venue:** International Refereed Journal of Engineering and Science - **Link:** N/A #### Horizontal Aggregations in SQL using CASE, PIVOT and SPJ Methods for Data Mining Analysis - **Year:** 2014 - **Authors:** A. E. Shewale, P. P. Chouthmal, K. V. Sonkamble, S. N. Deshmukh - **Venue:** International Journal of Engineering Research & Technology - **Link:** N/A #### Horizontal Aggregation in SQL using CASE, SPJ and PIVOT Method to Prepare Datasets for Data mining - **Year:** 2014 - **Authors:** Ankita Shewale, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Science and Software Engineering - **Link:** N/A #### A Survey on Feature Recommendation Techniques - **Year:** 2015 - **Authors:** SyedaNazema Syed, Subhan, S. N. Deshmukh - **Venue:** International Journal on Recent and Innovation Trends in Computing and Communication - **Link:** N/A #### Feature Recommendation from Competitive Product Description by Using KNN with Different Similarity Formulas - **Year:** 2015 - **Authors:** SyedaNazema Syed, Subhan, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Engineering & Technology - **Link:** N/A #### Comparative Analysis of Methods for Semi-Supervised Dimensionality Reduction - **Year:** 2015 - **Authors:** Archana H. Telgaonkar, S. N. Deshmukh - **Venue:** International Journal of Engineering and Computer Science - **Link:** N/A #### Dimensionality Reduction and Classification through PCA and LDA - **Year:** 2015 - **Authors:** Archana H. Telgaonkar, S. N. Deshmukh - **Venue:** International Journal of Computer Applications - **Link:** N/A #### Analysis of Techniques of Sentiment and Topic Detection - **Year:** 2015 - **Authors:** Supriya Paul, S. N. Deshmukh - **Venue:** International Journal of Computer Applications - **Link:** N/A #### Domain Independent Joint Sentiment and Topic Detection using AFINN and Other Lexicons - **Year:** 2015 - **Authors:** Supriya Paul, S. N. Deshmukh - **Venue:** IOSR Journal of Computer Engineering - **Link:** N/A #### DRec: Multidomain Recommendation System for Social Community - **Year:** 2015 - **Authors:** Roshni K. Sarode, S. N. Deshmukh - **Venue:** International Journal on Recent and Innovation Trends in Computing and Communication - **Link:** N/A #### Comparative Study on Approaches of Recommendation System - **Year:** 2015 - **Authors:** Roshni K. Sarode, S. N. Deshmukh - **Venue:** International Journal of Computer Applications - **Link:** N/A #### Role of Document Clustering for Forensic Analysis Investigation System - **Year:** 2015 - **Authors:** Vilas V. Pichad, S. N. Deshmukh - **Venue:** International Journal of Computer Science and Engineering - **Link:** N/A #### Elevating Document Clustering for Forensic Analysis Investigation System - **Year:** 2015 - **Authors:** Vilas V. Pichad, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Science and Software Engineering - **Link:** N/A #### Annotating search using Web Databases - **Year:** 2015 - **Authors:** Poonam Wankhede, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Engineering & Technology - **Link:** N/A #### Improving MapReduce Performance Through Process Migration - **Year:** 2015 - **Authors:** Rahul R. Ghule, S. N. Deshmukh - **Venue:** IJERT - **Link:** N/A #### Comparative Study On Speculative Execution Strategy to Improve Map Reduce Performance - **Year:** 2015 - **Authors:** Rahul R. Ghule, S. N. Deshmukh - **Venue:** International Journal of Computer Science & Engineering - **Link:** N/A #### Maximal Phrase Based Opinion Extraction of Products and Movie Reviews - **Year:** 2015 - **Authors:** Supriya B. Moralwar, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Engineering & Technology - **Link:** N/A #### Different Approaches of Sentiment Analysis - **Year:** 2015 - **Authors:** Supriya B. Moralwar, S. N. Deshmukh - **Venue:** International Journal of Computer Science & Engineering - **Link:** N/A #### Information Retrieval Using Pattern Deploying and Pattern Evolving Method For Text Mining - **Year:** 2015 - **Authors:** Vishakha D. Bhope, S. N. Deshmukh - **Venue:** International Journal of Computer Science & Information Technology - **Link:** N/A #### Prediction of Popular Content from Social Media Mining - **Year:** 2015 - **Authors:** Bharat Naiknaware, Seema Kawathekar, S. N. Deshmukh - **Venue:** International Journal of Computer Science and Information Technologies - **Link:** N/A #### Program Analysis Using Code Instrumentation Techniques - **Year:** 2015 - **Authors:** Dnyaneshwar S. Panchal, Raju Maher, S. N. Deshmukh - **Venue:** International Journal of Advanced Research in Computer Science and Software Engineering - **Link:** N/A #### Comparative Analysis of Standard Error using Imputation Method - **Year:** 2015 - **Authors:** V. B. Kamble, S. N. Deshmukh - **Venue:** Conference Proceedings in International Journal of Indian Innovations in Engineering Research & Technology (IJIERT) - **Link:** N/A #### Comparasion of Percentages Error by using Imputation Method on Predicted Information Data - **Year:** 2015 - **Authors:** V. B. Kamble, S. N. Deshmukh - **Venue:** International Journal of Indian Innovations in Engineering Research & Technology (IJIERT) - **Link:** N/A #### Comparison of classifier for Sentiment Analysis - **Year:** 2016 - **Authors:** Varsha Jadhav, S. N. Deshmukh - **Venue:** International Journal of Indian Innovations in Engineering Research & Technology (IJIERT) - **Link:** N/A #### Novel Hybrid Approach for Prediction of Missing Value in Numeric Dataset - **Year:** 2016 - **Authors:** V. B. Kamble, S. N. Deshmukh - **Venue:** Global Journal of Engineering Science and Research Management - **Link:** N/A #### Live news stream extraction for stock market trends - **Year:** 2016 - **Authors:** V. A. Ingle, S. N. Deshmukh - **Venue:** ICSNCS-2016, JNU New Delhi - **Link:** N/A #### Semantic Analysis of Tweets using LSA and SVD - **Year:** 2016 - **Authors:** S. G. Chodhary, Rajkumar S Jagdale, S. N. Deshmukh - **Venue:** International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) - **Link:** N/A #### Sentiment Analysis of Events from Twitter Using Open Source Tool - **Year:** 2016 - **Authors:** Rajkumar S Jagdale, Vishal S. Shirsat, S. N. Deshmukh - **Venue:** International Journal of Computer Science and Mobile Computing (IJCSMC) - **Link:** N/A #### Predicting Sentiment of User Reviews - **Year:** 2016 - **Authors:** Ashish A. Bhalerao, S. N. Deshmukh, Sandip D. Mali - **Venue:** International Research Journal of Engineering and Technology (IRJET) - **Link:** N/A #### Movie-Sent: A Sentiment Classification Using Naive Bayes and Support Vector Machine Techniques - **Year:** 2016 - **Authors:** Ashish A. Bhalerao, S. N. Deshmukh, Sandip D. Mali - **Venue:** International Journal of Innovative Research in Computer and Communication Engineering - **Link:** N/A #### SentiView: A Lexicon Based Approach for Twitter Sentiment Analysis - **Year:** 2016 - **Authors:** Sandip D. Mali, S. N. Deshmukh, Ashish A. Bhalerao - **Venue:** International Journal of Innovative Research in Computer and Communication Engineering - **Link:** N/A #### Predicting Sentiment of Tweets - **Year:** 2016 - **Authors:** Sandip D. Mali, S. N. Deshmukh, Ashish A. Bhalerao - **Venue:** International Research Journal of Engineering and Technology (IRJET) - **Link:** N/A #### Twitter Intention Classification Using Bayes Approach for Cricket Test Match Played Between India and South Africa 2015 - **Year:** 2017 - **Authors:** Jadhav, Varsha D., S. N. Deshmukh - **Venue:** International Journal of Rough Sets and Data Analysis (IJRSDA) - **Link:** N/A #### Using Hybrid Approach Analyzing Sentence Pattern by POS Sequence over Twitter - **Year:** 2017 - **Authors:** Surnar, Avinash B., S. N. Deshmukh - **Venue:** International Research Journal of Engineering and Technology (IRJET) - **Link:** N/A #### Opinion Mining in Twitter–Sarcasm Detection - **Year:** 2017 - **Authors:** Parveen, Sana, S. N. Deshmukh - **Venue:** International Research Journal of Engineering and Technology (IRJET) - **Link:** N/A #### Twitter Based Election Prediction and Analysis - **Year:** 2017 - **Authors:** Salunkhe, Pritee, S. N. Deshmukh - **Venue:** International Research Journal of Engineering and Technology (IRJET) - **Link:** N/A #### Deep Learning Networks For Visual Sentiment Analysis: CaffeNet and TensorFlow - **Year:** 2017 - **Authors:** Shaikh, Shafi S., Pooja M. Tayade, S. N. Deshmukh - **Venue:** International Journal of Scientific Research in Computer Science, Engineering and Information Technology - **Link:** N/A #### To Discover Trolling Patterns in Social Media: Troll Filter - **Year:** 2017 - **Authors:** Tayade, Pooja M., Shafi S. Shaikh, S. N. Deshmukh - **Venue:** International Journal of Scientific Research in Computer Science, Engineering and Information Technology - **Link:** N/A #### Predictive mining for stock market based on live news TF-IDF features - **Year:** 2017 - **Authors:** Ingle, Vaishali, S. N. Deshmukh - **Venue:** International Journal of Autonomic Computing - **Link:** N/A #### Novelty Detection in BBC Sports News Streams - **Year:** 2018 - **Authors:** Wankhede Rohit, S. N. Deshmukh, Rajkumar Jagdale - **Venue:** International Journal of Scientific Research in Computer Science Applications and Management Studies - **Link:** N/A #### Sentiment Analysis of Tweets on GST Policy of Indian Government - **Year:** 2018 - **Authors:** Rasika S. Wagh, S. N. Deshmukh - **Venue:** International Journal of Scientific Research in Computer Science Applications and Management Studies - **Link:** N/A #### Critical Analysis of Public Sentiment on Mumbai Rains Using Twitter - **Year:** 2018 - **Authors:** Payal K. Punde, S. N. Deshmukh - **Venue:** International Journal of Scientific Research in Computer Science Applications and Management Studies - **Link:** https://www.ijsrcsams.com/ #### Sentiment and Emotion Analysis on Indian Budget - **Year:** 2018 - **Authors:** Monali Waghmare, S. N. Deshmukh - **Venue:** International Journal of Scientific Research in Computer Science Applications and Management Studies - **Link:** https://www.ijsrcsams.com/ #### Implementation on Sentiment Analysis of Bollywood Movies Reviews by Using ML-Classifier Algorithm - **Year:** 2018 - **Authors:** N. S. Magar, S. N. Deshmukh - **Venue:** International Journal of Innovative Research in Computer and Communication Engineering - **Link:** https://www.ijirce.com/ #### Sentence Level Sentiment Analysis from News Articles and Blogs using Machine Learning Techniques - **Year:** 2019 - **Authors:** Vishal Shirsat, Rajkumar Jagdale, Kanchan Shende, S. N. Deshmukh, Sunil Kawale - **Venue:** International Journal of Computer Sciences and Engineering - **Link:** https://www.ijcse.org/ #### Rough set based approach for automated token formation in real-time record de-duplication - **Year:** 2019 - **Authors:** Vaishali C. Wangikar, S. N. Deshmukh, Dr. Sunil G. Bhirud - **Venue:** Journal of Advanced Research in Dynamical and Control Systems - **Link:** https://www.jardcs.org/ #### An efficient approach for automated token formation for record de-duplication with special reference to real-time data-warehouse environment - **Year:** 2019 - **Authors:** Wangikar, V.C., Deshmukh, S.N., Bhirud, S.G. - **Venue:** International Journal of Engineering and Advanced Technology - **Link:** https://www.ijaet.org/ #### Normalized Higher Order Statistics based Automated Cardiovascular Disease Detection using ECG - **Year:** 2019 - **Authors:** Ghodake, Sanjay, Shashikant Ghumbre, S. N. Deshmukh - **Venue:** International Journal of Advanced Science and Technology - **Link:** https://www.sersc.org/ #### Fake Reviews Identification Based on Deep Computational Linguistic - **Year:** 2020 - **Authors:** Alsubari, S.N., Shelke, M. B., Deshmukh - **Venue:** International Journal of Advanced Science and Technology - **Link:** https://www.sersc.org/ #### Sentiment Analysis of Healthcare Quality - **Year:** 2020 - **Authors:** D.S. Panchal, S.S Kawathekar, S. N. Deshmukh - **Venue:** International Journal of Innovative Technology and Exploring Engineering (IJITEE) - **Link:** N/A #### Marathi SentiWordNet: A lexical resource for sentiment analysis of Marathi - **Year:** 2023 - **Authors:** M. B. Shelke, M. Sawant, D. D. Kadam, C. B. Ambhure, K. Deshmukh, S.N. - **Venue:** Concurrency Computat Pract Exper - **Link:** https://doi.org/10.1002/cpe.7497 #### Recent Advances in Sentiment Analysis of Indian Languages - **Year:** 2020 - **Authors:** Mahesh B. Shelke, S. N. Deshmukh - **Venue:** International Journal of Future Generation Communication and Networking - **Link:** N/A #### An Ensemble Based Approach for Sentiment Classification in Asian Regional - **Year:** 2020 - **Authors:** Shelke, M. B., Lee, J. G., Samanta, S., Deshmukh, S.N., Daulappa, G. B., Mannade, R. B., Sivaraman, A. K. - **Venue:** International Journal of Future Generation Communication and Networking - **Link:** N/A #### Machine Learning Based Transliteration for Marathi Language Using WER Evaluation Metrics - **Year:** 2023 - **Authors:** Gajanand A. Boywar, S. N. Deshmukh - **Venue:** Eur. Chem. Bull. - **Link:** N/A #### Prediction of Healthcare Quality Using Sentiment Analysis - **Year:** 2023 - **Authors:** Panchal.D.S, Shelke M.B, Kawathekar.S.S, S. N. Deshmukh - **Venue:** Indian Journal of Science and Technology - **Link:** https://doi.org/10.17485/IJST/v16i21.2506 ### Journal Papers ### Conference Papers #### Event Detection in Sports Video Game - A Review - **Year:** 2010 - **Authors:** A.B. Salunke, S. N. Deshmukh, R. R. Deshmukh - **Conference:** International Conference on Emerging Trends in Computer Science, Communication and Information Technology - **Link:** Not available #### ZigBee: Wireless Telephony for Lower Power Sensor Networks - A Review - **Year:** 2010 - **Authors:** V.B. Waghmare, S. N. Deshmukh, R. R. Deshmukh - **Conference:** National Conference on Recent Trends in Computer Engineering, Communication, Information Technology and Management - **Link:** Not available #### Thesauri and Shortcuts for Blocking in Record Linkage - **Year:** 2010 - **Authors:** S. N. Deshmukh, Suresh Mehrotra, Hardeep Singh - **Conference:** IEEE 3rd International Conference on Emerging Trends in Engineering & Technology (IEEE ICETET10) - **Link:** https://doi.org/10.1109/ICETET.2010.xxxxx #### Use of Search Engine Result Count for Similarity, Duplicate and Substitution Detection in Web Mining: A Survey - **Year:** 2011 - **Authors:** Sonal Deshmukh, R. R. Deshmukh, S. N. Deshmukh - **Conference:** International Conference on Knowledge Engineering - **Link:** Not available #### Thesauri and Shortcut Dictionary for Record Linkage - **Year:** 2012 - **Authors:** S. N. Deshmukh - **Conference:** International Conference on Current Trends in Computer Engineering, Pattaya, Thailand - **Link:** Not available #### Semantic Search Algorithm Based on Page Rank and Ontology: A Review - **Year:** 2013 - **Authors:** S. G. Chaudhari, S R Kalmegh, S. N. Deshmukh - **Conference:** 3rd International Conference on Intelligent Computational Systems (ICICS’2013) - **Link:** Not available #### Semantic e-Learning Method - **Year:** 2013 - **Authors:** S R Kalmegh, S. G. Chaudhary, S. N. Deshmukh - **Conference:** 3rd International Conference on Intelligent Computational Systems (ICICS’2013) - **Link:** Not available #### Finding Real Semantics of Replaced Words Using k-Gram and NGD - **Year:** 2013 - **Authors:** Sonal Deshmukh, R. R. Deshmukh, S. N. Deshmukh - **Conference:** World Congress on Engineering 2013 - **Link:** http://www.iaeng.org/publication/WCE2013/ #### Metagenomic Binning Methods - **Year:** 2013 - **Authors:** Umesh Gade, S. N. Deshmukh - **Conference:** National Conference on Intelligent Computing (NCIC 2013) - **Link:** Not available #### Detection of Hidden Meaning of Sentence Using NGD and PMI - **Year:** 2013 - **Authors:** Sonal N Deshmukh, R. R. Deshmukh, S. N. Deshmukh - **Conference:** International Conference on Ecofriendly Computing and Computer Science - **Link:** Not available #### Comparative Analysis of Methods for Semantic e-Learning - **Year:** 2013 - **Authors:** S R Kalmegh, S. N. Deshmukh - **Conference:** National Conference on Recent Initiatives Towards Green Economies - **Link:** Not available #### Automatic News Extraction System for Indian Online Newspapers - **Year:** 2014 - **Authors:** Yogesh W. Wanjari, Vivek D. Mohod, Dipali B. Gaikwad, S. N. Deshmukh - **Conference:** 3rd International Conference on Reliability, Infocom Technologies and Optimization - **Link:** https://doi.org/10.1109/ICRITO.2014.7014750 #### Twitter Intention Classification Using Bayes Approach - **Year:** 2016 - **Authors:** Varsha Jadhav, S. N. Deshmukh - **Conference:** International Conference on Internet of Things, Next Generation Networks and Cloud Computing ICINC 2016 - **Link:** Not available #### Live News Streams Extraction for Visualization of Stock Market Trends - **Year:** 2017 - **Authors:** Ingle, Vaishali, S. N. Deshmukh - **Conference:** International Conference on Signal, Networks, Computing, and Systems - **Link:** https://link.springer.com/book/10.1007/978-81-322-3589-7 #### Sentiment Analysis on Product Reviews Using Machine Learning Techniques - **Year:** 2017 - **Authors:** Rajkumar S Jagdale, Vishal S. Shirsat, S. N. Deshmukh - **Conference:** Cognitive Informatics and Soft Computing - **Link:** https://link.springer.com/chapter/10.1007/978-981-13-0617-4_61 #### Sentence Level Sentiment Identification and Calculation from News Articles Using Machine Learning Techniques - **Year:** 2018 - **Authors:** Vishal S. Shirsat, Rajkumar S Jagdale, S. N. Deshmukh - **Conference:** Computing, Communication and Signal Processing - **Link:** https://doi.org/10.1007/978-981-13-1513-8 #### Review on Sentiment Lexicons - **Year:** 2019 - **Authors:** Jagdale R.S., Shirsat V.S., S. N. Deshmukh - **Conference:** 3rd International Conference on Communication and Electronics Systems (ICCES) - **Link:** https://doi.org/10.1109/CESYS.2018.8723913 #### Electrocardiogram Signal Denoising Using Hybrid Filtering for Cardiovascular Diseases Prediction - **Year:** 2018 - **Authors:** Sanjay Ghodake, Shashikant Ghumbre, S. N. Deshmukh - **Conference:** Techno-Societal - **Link:** Not available #### Lexical Resource Creation and Evaluation: Sentiment Analysis in Marathi - **Year:** 2021 - **Authors:** M. B. Shelke, Saleh Nagi Alsubari, D.S. Panchal, S. N. Deshmukh - **Conference:** Sixth International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2021) - **Link:** Not available #### Analysis of Support Tools for Plagiarism Detection: A Survey - **Year:** 2021 - **Authors:** Sanjay Borkar, Mahesh K. Barve, S. N. Deshmukh - **Conference:** IEEE Calcutta Conference (CALCON 2021) - **Link:** https://doi.org/10.1109/CALCON53551.2021.9730652 #### Sentiment Analysis Using Computer-Assisted Text Analysis Tools - **Year:** 2023 - **Authors:** Date, S. S., Sonkamble, K. V., Deshmukh, S.N. - **Conference:** International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022) - **Link:** Not available ## Projects ### UGC Minor Research Project - **Year:** 2003-2005 - **Role:** Principal Investigator - **Description:** Telephonic Result System project aimed at automating result announcement via telephones. ### UGC Major Research Project - **Year:** 2008-2010 - **Role:** Co-Investigator - **Description:** Research on a major system or process within the field of education and technology. ### UGC Major Research Project - **Year:** 2011-2013 - **Role:** Co-Investigator - **Description:** Focused on advancing research in a key area within the educational domain. ### AICTE Research Project - **Year:** 2012-2014 - **Role:** Principal Investigator - **Description:** AICTE funded research project focusing on a cutting-edge technology solution. ### RGSTC Research Project , Mumbai - **Year:** 2022-2025 - **Role:** Principal Investigator - **Description:** Design and Development of Model to Analyze Liquid Dosage forms by using ASD Fieldspec4 Spectroradiometer. ## Collaborations ### ERASMUS+CBHE: MERGE Project - **Type:** International - **Partners:** BAMU, European Universities, MHRD, Govt. of India - **Description:** A collaboration with European institutions aimed at improving internationalization practices in South Asian higher education. ### Research Collaboration with Shivaji University - **Type:** Academic - **Partners:** Shivaji University Kolhapur, BAMU - **Description:** Collaborating on data mining, sentiment analysis, and social network research in various domains, including education and e-commerce. ### Innovation & Incubation at BAMU - **Type:** Innovation - **Partners:** BAMU, Industry Partners, Startups - **Description:** Leading initiatives for fostering innovation, incubation, and technology transfer within the academic community at BAMU. ### AICTE, NAAC, and UGC Committees - **Type:** Accreditation - **Partners:** AICTE, NAAC, UGC - **Description:** Serving as an expert committee member for several educational accreditation and quality assurance processes. ### International Conferences & Workshops - **Type:** Events - **Partners:** Various Universities, Research Institutes - **Description:** Organizing and participating in conferences and workshops on Data Science, Text Mining, and AI at international levels. ### EQASA Enhancing Quality Assessment - **Type:** International - **Partners:** European Union - **Description:**