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Dr. Nilesh Manoharrao Shelke

Assistant Professor

  •   Ph.D. (CSE), M. Tech. (CSE), M. Phil. (CSE)

Nilesh Shelke is an Assistant Professor (Sr. Grade) in the Computer Science & Engineering Department of Symbiosis Institute of Technology, Nagpur. He has completed an M. Tech. in Computer Science and Engineering from RTM Nagpur University. He has an M. Phil in Computer Science and also acquired a Ph.D. degree in Computer Science & Engg from S.G.B. Amravati University, Amravati.
His topic was “Emotion Extraction from Natural Text” He is a Microsoft Certified Solution Developer and has more than 24 years of experience in imparting IT Training which includes learners from different streams, faculties, and Microsoft Certifications to corporate employees. He has published patents, copyrights, and sellable technical articles in renowned journals. He is also the reviewer of several journals His latest books published are: Introduction to Machine Learning and An Introduction to Artificial Intelligence & Machine Learning Both are available on Amazon and Flipkart.

NA

  • Specialization
    1. Natural Language Processing
  • Focus
    1. Emotion Extraction
    2. Sentiment Analysis
    3. Machine Learning
    4. Deep Learning
No. Information
1 Dr. Nilesh Shelke, Dr. Sachin Upadhye, Satyajit S. Uparkar, Hemant Bawane, Danish Shivvanshi, “Approaches for Harvesting on Emotion Extraction from Human Facial Expressions”, Indian Journal of Computer Science and Engineering (IJCSE), pp-921-944, ISSN- 2772-5286.
Available at: http://www.ijcse.com/docs/INDJCSE21-12-04-159.pdf. Scopus Indexed.
2 Dr. Nilesh Shelke, Sushovan Chaudhury, Sudakshina Chakrabarti, Sunil L. Bangare, G. Yogapriya, Pratibha Pandey, “An Efficient Way of Text-Based Emotion Analysis from Social Media using LRA-DNN”, Neuroscience Informatics, Elsevier publications, Vol. 2, Issue 3, ISSN- 2772-5286,
Science Direct Indexed Available at: https://www.sciencedirect.com/science/article/pii/S2772528622000103.
3 Sachin D. Upadhye, Satyajit S. Uparkar,Arvind Bhave, Nilesh Shelke, “Optimization of Travelling Salesman Models for Religious Tourism in India”, Pacific Business Review International, Vol 15, Issue 4, Oct 2022,
http://www.pbr.co.in/2022/October.aspx.
4 Venu, D. Mayuri, A.V.R. Neelakandan, S. Arulkumar, Nilesh Shelke, “An Efficient Low Complexity Compression based Optimal Holomorphic Encryption For Secure Fiber Optic Communication”, Optik, Vol. 252., 2021. Elsevier publications,
https://doi.org/10.1016/j.ijleo.2021.168545. SCI Indexed/SCIE/WOS/Scopus indexed
5 Chaudhury, S., Shelke, N., Sau, K., Prasanalakshmi, B., Shabaz, M., “A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization”, Computational & Mathematical Methods in Medicine, 2021,
https://www.hindawi.com/journals/cmmm/2021/4019358/ SCIE/Scopus Indexed. Hindawi publications.
6 Sushovan Chaudhury, Dr. Nilesh Shelke, Zahraa M. Rashid, Kartik Sau, “Effect of Grid search and Hyper Parameter tuned pipeline with various Classifiers and PCA for Breast Cancer Detection”, Current Signal Transduction Therapy, ISSN- 1574-3624, Bentham Science Publishers. Scopus indexed.
7 Pelaez-Diaz, Vílchez-Vásquez, Nilesh Shelke, Sumitha Jagadibabu, Nilesh Shelke , Sumitha Jagadibabu , Jenifer Mahilraj, “Detection of Fungal Infections in Gloriosa Superba Plant Using the Convolution Neural Network Model”, Hindawi Volume 2022, Article ID 7413983, 10 pages,
https://doi.org/10.1155/2022/7413983 Scopus indexed.
SR.NO. Title Year & ISBN Remarks
1. Introduction to Machine Learning
Amazon Link
2020
ISBN-978-93-84336-63-9
Dasganu Publications

2. Introduction to Artificial Intelligence and Machine learning
Flipkart Link
2022
ISBN: 9789395405690
Alpha International Publication, Registered under the Ministry of SME

3. Knowledge Representation and Artificial Intelligence: ML, DL 2023
ISBN: 9789355744630
Walnut Publications

Sr. No. Inventors Patent Title Patent Type Patent Number Issue Date
1 N. K. Yadav, B. D. Kulkarni, R. B. Khomane Enantioselective resolution process for arylpropionic acid drugs from the racemic mixture US Patent US6093830A 25 July 2000
2 B. D. Kulkarni, R. B. Khomane, S. Sivasanker An improved process for the preparation of titanium silicalite-1 Indian Patent IN200001214-I1, IN242328-B 01-08-2010
3 N. K. Yadav, B. D. Kulkarni, R. B. Khomane An improved process for the preparation of catechol or hydroquinone or a mixture of catechol and hydroquinone in micellar/microemulsion media Indian Patent IN9801682-I1, IN215670-B 29-02-2008

Microsoft Certified Solution Developer (MCSD)