Subhash Shinde

@ltce.in

Professor in Computer Engineering
Lokmanya Tilak College of Engineering, Navi Mumbai



              

https://researchid.co/skshinde

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

776

Scholar Citations

13

Scholar h-index

15

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • 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

  • Improving assaulted medical image quality using improved adaptive filtering network
    ND Pulgam, SK Shinde
    International Journal of Intelligent Systems Technologies and Applications 2024

  • 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

  • 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

  • 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

  • Big Data Analytics in Intelligent IoT and Cyber-Physical Systems
    N Sharma, M Mangla, SK Shinde
    Springer Nature 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

  • 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

  • Metaheuristic evolutionary algorithms: Types, applications, future directions, and challenges
    S Kavita, SK Shinde
    2023 3rd International Conference on Intelligent Technologies (CONIT), 1-6 2023

  • ITTS model: speech generation for image captioning using feature extraction for end-to-end synthesis
    TH Ghorpade, SK Shinde
    International Journal of Intelligent Systems Technologies and Applications 2023

  • Reinforced manta ray foraging optimiser for determining the optimal number of threads in multithreaded applications
    SH Malave, SK Shinde
    International Journal of Intelligent Systems and Applications in Engineering 2022

  • Adaptive Manta-Ray Foraging Optimizer for Determining Optimal Thread Count in Multithreaded Applications
    S Malave, S Shinde
    INFOCOMP Journal of Computer Science 21 (2) 2022

  • A Survey of Statistical, Machine Learning, and Deep Learning-Based Anomaly Detection Techniques for Time Series
    S Oswal, S Shinde, M Vijayalakshmi
    International Advanced Computing Conference, 221-234 2022

  • 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 in Engineering 2022

  • Adaptive Manta Ray Foraging Optimizer for Determining Optimal Thread Count on Many-core Architecture
    SH Malave, SK Shinde
    Congress on Intelligent Systems, 209-222 2022

  • Correlation between Image and Text from Unstructured Data Using Deep Learning
    TH Ghorpade, SK Shinde
    2022 6th International Conference On Computing, Communication, Control And 2022

  • Performance Implications of Thread Count on OS Level Factors in Multithreaded Applications
    S Malave, S Shinde
    2022 6th International Conference On Computing, Communication, Control And 2022

  • Comparative Analysis of Text-based Video Summarization Techniques using Deep Learning
    R Akhare, S Shinde
    2022 2nd Asian Conference on Innovation in Technology (ASIANCON), 1-6 2022

  • Handbook of Research on Machine Learning: Foundations and Applications
    M Mangla, SK Shinde, V Mehta, N Sharma, SN Mohanty
    CRC Press 2022

  • Analysis of different encryption techniques used in watermarking algorithm for the security of medical image
    ND Pulgam, SK Shinde
    2022 10th International Conference on Emerging Trends in Engineering and 2022

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, 1-16 2018
    Citations: 229

  • Hybrid personalized recommender system using centering-bunching based clustering algorithm
    SK Shinde, U Kulkarni
    Expert Systems with Applications 39 (1), 1381-1387 2012
    Citations: 148

  • 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
    Citations: 46

  • Nlp based object oriented analysis and design from requirement specification
    SK Shinde, V Bhojane, P Mahajan
    International Journal of Computer Applications 47 (21) 2012
    Citations: 42

  • 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
    Citations: 39

  • 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
    Citations: 25

  • Deep learning and ensemble approach for praise or complaint classification
    S Khedkar, S Shinde
    Procedia Computer Science 167, 449-458 2020
    Citations: 24

  • Customer review analytics for business intelligence
    SA Khedkar, SK Shinde
    2018 IEEE International Conference on Computational Intelligence and 2018
    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
    Citations: 21

  • Sentiment classification of social media reviews using an ensemble classifier
    S Sangam, S Shinde
    Indones. J. Electr. Eng. Comput. Sci 16 (1), 355 2019
    Citations: 19

  • Genetic algorithm technique used to detect intrusion detection
    P Gupta, SK Shinde
    International Conference on Advances in Computing and Information Technology 2011
    Citations: 18

  • Handbook of Research on Machine Learning: Foundations and Applications
    M Mangla, SK Shinde, V Mehta, N Sharma, SN Mohanty
    CRC Press 2022
    Citations: 14

  • 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
    Citations: 14

  • 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
    Citations: 13

  • 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
    Citations: 11

  • Hybrid personalized recommender system using modified Fuzzy C-Means clustering algorithm
    SK Shinde, UV Kulkarni
    Int J Artif Intell Expert Syst (IJAE) 1 (4), 88 2011
    Citations: 8

  • Implementation of IDEA, BATS, ARIMA and queuing model for task scheduling in cloud computing
    MB Gawali, SK Shinde
    2016 Fifth International Conference on Eco-friendly Computing and 2016
    Citations: 7

  • The hybrid web personalised recommendation based on web usage mining
    SK Shinde, UV Kulkarni
    International Journal of Data Mining, Modelling and Management 2 (4), 315-333 2010
    Citations: 7

  • A novel feature selection method based on genetic algorithm for opinion mining of social media reviews
    S Sangam, S Shinde
    Information, Communication and Computing Technology: Third International 2019
    Citations: 6

  • Most persistent feature selection method for opinion mining of social media reviews
    S Sangam, S Shinde
    Information and Communication Technology for Competitive Strategies 2019
    Citations: 6

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.