Subhash Shinde

Dr. Subhash K. Shinde an accomplished Computer Engineer, is the Vice Principal and Professor in Computer Engineering at Lokmanya Tilak College of Engineering, Navi Mumbai. He has completed his M.E. in Information Technology (1999) and Ph.D. in Computer Science and Engineering (2012). He has more than 21 years experience in the field of academics, administration and research. He has published about 48 papers in International Journals and Conferences and has a copyright to his credit. He has also authored four books through reputed publishers. Under his supervision, 5 research scholars (PhD) and 30 PG (ME) Students have successfully completed their degree from University of Mumbai. He has worked as Chairman, Board of Studies in Computer Engineering under Faculty of Technology, University of Mumbai, and Member of the Academic Council, BUTR, RRC, of University of Mumbai from July 2015 to September 2109. He has also contributed as Member of Board of Studies in Information Technology under F

EDUCATION

PhD in Computer Engineering
ME in Information Technology
BE in Computer Engineering

RESEARCH INTERESTS

Business intelligence using AI & ML
Computer Networking

RECENT SCHOLAR PUBLICATIONS

Query-centric video summarization model based on sentence transformers and pre-trained efficient net
RD Akhare, SK Shinde
Multimedia Tools and Applications 85 (5), 516 , 2026
2026
Efficient Anomaly Detection in Multivariate Time Series Using Two-Stage Attention and Transformer Architecture
S Shinde, V Murli
Results in Engineering, 110341 , 2026
2026
Citations: 1
KG-CTGAN: A Novel Approach Using Glowworm Swarm Optimized Clustering and CTGAN to Handle Imbalance Medical Data
K Siddavatam, S Shinde
International Conference on Data Science and Applications, 115-131 , 2025
2025
A hybrid literature review on handling imbalanced medical data: AI models and open issues
KI Siddavatam, SK Shinde
Expert Systems with Applications, 129004 , 2025
2025
Citations: 6
Addressing Intrinsic Data Characteristics Issues of Imbalance Medical Data Using Nature Inspired Percolation Clustering
K Siddavatam, S Shinde
Journal of Electronics, Electromedical Engineering, and Medical Informatics … , 2025
2025
SAOA:: Skill archimedes optimization algorithm based privacy enhancement for blockchain storage optimization in medical IoT environment
K R․ Shelke, S K․ Shinde
2025
Challenges and Solutions in Internet of Things-based Smart Applications
N Shekokar, SK Shinde, SS Ambarkar, A Michalas, M Mangla, A Thomas
CRC Press , 2025
2025
Multi-objective Jaya war strategy optimisation enabled cloud storage in blockchain network for internet of medical things applications
K Shelke, S Shinde
International Journal of Bio-Inspired Computation 26 (2), 76-88 , 2025
2025
Citations: 1
Personalised video summarisation using video-text multi-modal fusion
R Akhare, SK Shinde
International Journal of Computational Vision and Robotics 15 (3), 379-394 , 2025
2025
Citations: 1
Smart storage strategies for blockchain: a review of approaches
SR Kavita, SK Shinde
International Journal of Advanced Technology and Engineering Exploration 11 … , 2024
2024
Citations: 1
A comprehensive survey of consensus protocols, challenges, and attacks of blockchain network
S Kavita, SK Shinde
2024 Fourth International Conference on Advances in Electrical, Computing … , 2024
2024
Citations: 7
UNLOCKING LONG-TERM TEMPORAL PATTERNS: TCAE FOR ANOMALY DETECTION IN MULTIVARIATE TIME SERIES DATA
S OSWAL, S SHINDE
INTERNATIONAL JOURNAL OF ENGINEERING 72 (9), 283-296 , 2024
2024
Big Data Analytics in Intelligent IoT and Cyber Physical Systems
N Sharma, M Mangla, SK Shinde
Springer , 2024
2024
Citations: 5
Improving assaulted medical image quality using improved adaptive filtering network
ND Pulgam, SK Shinde
International Journal of Intelligent Systems Technologies and Applications … , 2024
2024
Citations: 1
A Comparative Study of Symbiotic Organism Search and Glow-Worm Swarm Optimization
K Shelke, S Shinde
2023 International Conference on Computational Intelligence, Networks and … , 2023
2023
Deep learning-based anomaly detection in cyber-physical system
S Oswal, SK Shinde, M Vijayalakshmi
Big Data Analytics in Intelligent IoT and Cyber-Physical Systems, 59-71 , 2023
2023
Citations: 11
Analysis of Video Summarization Techniques for Resource Optimization in Multimedia Applications
R Akhare, SK Shinde, M Mangla
Big Data Analytics in Intelligent IoT and Cyber-Physical Systems, 281-295 , 2023
2023
Speech Synthesis: An Empirical Analysis of Various Techniques in Text to Speech Generation
TH Ghorpade, SK Shinde
2023 7th International Conference On Computing, Communication, Control And … , 2023
2023
Improving quality of watermarked medical images using symmetric dilated Convolution neural networks
ND Pulgam, SK Shinde
Journal of Telecommunications and Information Technology, 46-52 , 2023
2023
Citations: 2
Metaheuristic evolutionary algorithms: Types, applications, future directions, and challenges
S Kavita, SK Shinde
2023 3rd International Conference on Intelligent Technologies (CONIT), 1-6 , 2023
2023
Citations: 13

MOST CITED SCHOLAR PUBLICATIONS

Task scheduling and resource allocation in cloud computing using a heuristic approach
MB Gawali, SK Shinde
Journal of Cloud Computing 7 (1), 4 , 2018
2018
Citations: 314
Hybrid personalized recommender system using centering-bunching based clustering algorithm
SK Shinde, U Kulkarni
Expert Systems with Applications 39 (1), 1381-1387 , 2012
2012
Citations: 155
Nlp based object oriented analysis and design from requirement specification
SK Shinde, V Bhojane, P Mahajan
International Journal of Computer Applications 47 (21) , 2012
2012
Citations: 51
Deep learning and ensemble approach for praise or complaint classification
S Khedkar, S Shinde
Procedia Computer Science 167, 449-458 , 2020
2020
Citations: 46
A new approach for on line recommender system in web usage mining
SK Shinde, UV Kulkarni
2008 International Conference on Advanced Computer Theory and Engineering … , 2008
2008
Citations: 46
Hybrid personalized recommender system using fast k-medoids clustering algorithm
SK Shinde, UV Kulkarni
Journal of Advances in Information technology 2 (3), 152-158 , 2011
2011
Citations: 43
Standard deviation based modified cuckoo optimization algorithm for task scheduling to efficient resource allocation in cloud computing
MB Gawali, SK Shinde
J. Adv. Inf. Technol 8 (4) , 2017
2017
Citations: 38
Handbook of research on machine learning: foundations and applications
M Mangla, SK Shinde, V Mehta, N Sharma, SN Mohanty
CRC press , 2022
2022
Citations: 36
Customer review analytics for business intelligence
SA Khedkar, SK Shinde
2018 IEEE International Conference on Computational Intelligence and … , 2018
2018
Citations: 24
Sentiment classification of social media reviews using an ensemble classifier
S Sangam, S Shinde
Indones. J. Electr. Eng. Comput. Sci 16 (1), 355-363 , 2019
2019
Citations: 22
Detection of phishing websites using data mining techniques
A Khade, S Shinde
International Journal of Engineering Research and Technology 2 (12), 3725-3729 , 2014
2014
Citations: 22
An efficient integration and indexing method based on feature patterns and semantic analysis for big data
MM Nashipudimath, SK Shinde, J Jain
Array 7, 100033 , 2020
2020
Citations: 20
Genetic algorithm technique used to detect intrusion detection
P Gupta, SK Shinde
International Conference on Advances in Computing and Information Technology … , 2011
2011
Citations: 18
Deep learning-based approach to classify praises or complaints from customer reviews
S Khedkar, S Shinde
Proceeding of International Conference on Computational Science and … , 2020
2020
Citations: 15
ITCA, an IDS and trust solution collaborated with ACK based approach to mitigate network layer attack on MANET routing
N Marathe, SK Shinde
Wireless Personal Communications 107 (1), 393-416 , 2019
2019
Citations: 14
Metaheuristic evolutionary algorithms: Types, applications, future directions, and challenges
S Kavita, SK Shinde
2023 3rd International Conference on Intelligent Technologies (CONIT), 1-6 , 2023
2023
Citations: 13
Query focused video summarization: A review
R Akhare, S Shinde
International Symposium on Artificial Intelligence, 202-212 , 2022
2022
Citations: 12
Deep learning-based anomaly detection in cyber-physical system
S Oswal, SK Shinde, M Vijayalakshmi
Big Data Analytics in Intelligent IoT and Cyber-Physical Systems, 59-71 , 2023
2023
Citations: 11
Robust digital watermarking using pixel color correlation and chaotic encryption for medical image protection
ND Pulgam, SK Shinde
International Journal of Intelligent Systems and Applications Engineering 10 … , 2022
2022
Citations: 10
Hybrid personalized recommender system using modified Fuzzy C-Means clustering algorithm
SK Shinde, UV Kulkarni
International Journal of Artificial Intelligence And Expert Systems (IJAE) 1 … , 2011
2011
Citations: 9

GRANT DETAILS

1. Principal investigator for the research project on ‘An Adaptive Model for Web Personalized System for e-business’ and received grant of , 000/- from University of Mumbai, Mumbai in AY 2012-13.
2. Principal investigator for the research project on ‘Revolution of Thermal Image processing in Electrical and Fire Safety’ and received grant of , 000/- from University of Mumbai, Mumbai for the same in AY 2016-17.
3. Principal investigator for the research project on ‘Towards Optimal Task Scheduling for Efficient resource provisioning in Parallel Processing’ and received grant of , 000/- from University of Mumbai, Mumbai for the same in AY 2018-19.

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

Patent:
Filed Indian Patent on “A Method For The Identification of Blind Composite Image Forgery Detection”
Ref. No App. No. CBIR No & Form No Authors
20000106 1709 TEMP/E-1/71226/2022-MUM 2843

Copyrights:
1. Title: A Novel Approach for Detecting Copy-Move Forgery in Digital Image (Registration Number: L-90009/2020).
2. Title :An AI and Computer Vision based Face Mask Detector
(Registration Number: SW-14639/2021)
3. Title: The Next Generation AI Virtual Steering Wheel (Registration Number: SW-15334/2022)
4. Title: Query Centric Language-Accompanied Automatic Video Summarization
(Registration Number: L-116551/2022)

Industry, Institute, or Organisation Collaboration

1. Dr Subhash K Shinde, Dr. Monika Mangla. and Dr. Nonita Sharma, “Analysis of Algorithms”, Edition-2022, Pearson Publication.
2. Dr. Subhash K Shinde and Prof. Sachine Deshpande, “Structured Programming Approach”, Edition-2013, Wiley-Dreamtech Publication.
3. Dr. Subhash K Shinde, Rini Chakrebarti and S. Dasgupta “Advanced Database Management System”, Edition-2014, Wiley-Dreamtech Publication.
4. Dr. Subhash K Shinde and Rini Chakrebarti “Data Mining and Business Intelligence”, Edition-2015, Wiley-Dreamtech Publication.
5. Dr Subhash K. Shinde and Dr Uday Kulkarni, “Web personalized Recommender System for e-business”, Edition-2018, Lambert publication.

6. Dr Subhash K Shinde contribution to Indian Adaption of book titled “Computer Network, 6e’ by Tanenbum” , Pearson Publication , 2022

SOCIAL, ECONOMIC, or ACADEMIC BENEFITS

1. Chairman, Board of Studies in Computer Engineering under Faculty of Technology, University of Mumbai, from 1st July 2015 to 31st August 2019.
2. Member of the Academic Council, University of Mumbai, from 1st July 2015 to 31st August 2019.
3. Member of the Board of University Teaching and Research for the faculty of Technology University of Mumbai, from 1st July 2015 to 31st August 2019.
4. Member of the Faculty of Technology University of Mumbai, from 1st July 2015 to 31st August 2019.
5. Member of the Research and Recognition Committee for the Board of Computer Engineering, University of Mumbai, from 1st July 2015 to 31st August 2019.
6. Member of Board of Study in Information Technology under Faculty of Engineering Technology of Savitribai Phule Pune University, from 10th September 2014 to 9th September 2016.
7. Member of the Board of Study in Information Technology under the Faculty of Technology, University of Mumbai, 1st July 2015 to 31st August 2019.
8. Member of the Board of Study in Computer Science, University of Mumbai, 1st July 2015 to 31st August 2019.
9. Member of the Board of Study in Computer Science & Engineering at Govt. College of Engineering, Karad. (Govt. Autonomous Institute) since August 2016 to till date.
10. Vice Chancellor University of Mumbai has nominated Member Board of Study in Computer Engineering at K J Somiya College of Engineering (Autonomous College) Vidyahair, Mumbai since December 2018 to December 2020.