Experience
Assistant Professor, National Institute of Technology Sikkim-Dec2023-Present
Senior Research Associate, Department of Medical Research Varanasi-Sept2023- Dec2023
Assistant Professor, Indian Institute of Information Technology Ranchi-Dec2021 to Sept2023
Assistant Professor, Indian Institute of Information Technology Dharwad-Jan2021 to Dec2021
Adhoc Faculty, National Institute of Technology Andhra Pradesh-August2020 to Dec2020
Teachings
- Fundamentals of Data Science
- Machine Learning, Deep Learning
- Operating Systems
- Data Structure
- Design and Analysis of Algorithms
- Fundamentals of Programming
- Parallel and Distributed Computing
Education
PhD Computer Science and Engineering, from National Institute of Technology Nagaland
MBA (Information Technology and Management)-(Distance Learning)
M.Tech (Computer Science and Engineering, National Institute of Technology Nagaland)-Gold Medal
B.Tech (Computer Science and Engineering), Lovely Professional University, Punjab
Contact Address :
Dept. of Computer Science and Engineering
National Institute of Technology, Sikkim
Barfung Block, Ravangla, Namchi-737139
Journals
- Sagar Badrish Kudkelwar, B. B. Sinha, Sravan Kumar Gunturi,"An Archimedes metaheuristic algorithm based optimum relay coordination in Microgrid and combined overhead/cable distribution network", Journal of Supercomputing, 2023. 79, pages 21166-21184
https://doi.org/10.1007/s11227-023-05486-8
- Balakrishnan K, Dhanalakshmi R, B. B. Sinha, Gopalakrishnan R "Clock Synchronization in Industrial Internet of Things and Potential Works in PTP: Review, Challenges and Future Directions", International Journal of Cognitive Computing in Engineering, Vol 4, 205-219, 2023.
https://doi.org/10.1016/j.ijcce.2023.06.001
- B. B. Sinha, Mohammad Ahsan and R. Dhanalakshmi, "LightGBM Empowered by Whale Optimization for Thyroid Disease Diagnosis, International Journal of Information Technology, 2053-2062, 15, 2023.
https://doi.org/10.1007/s41870-023-01261-3
- R Dhanalakshmi, B. B. Sinha, K Balakrishnan and R Gopalakrishnan, "Tomato Leaf Disease Identification by modified Inception based Sequential Convolution Neural Networks", Imaging Science, 71(2), 408-424, 2023.
https://doi.org/10.1080/13682199.2023.2183318
- K. Balakrishnan, R Dhanalakshmi, M. Akila, B. B. Sinha, "Improved Equilibrium Optimization based on Levy Flight Approach for Feature Selection", Evolving Systems, 14, 735-746, 2023.
https://doi.org/10.1007/s12530-022-09461-1
- Ms. Valarmathi P, Dr. R Dhanalakshmi, Narendran Rajagopalan, B. B. Sinha, Diversification-oriented accuracy prediction in Recommender Systems, International Journal of Industrial and Systems Engineering, Inderscience, 41(2), 206-220, 2022.
https://doi.org/10.1504/IJISE.2022.123583
- Pratik Agarwal, and B. B. Sinha, "Scalable RDF Clustering: A distributed approach for analyzing knowledge graphs using minHash Locality Sensitive Hashing", Concurrency and Computation: Practice and Experience, Wiley, 34(15), 1-17, 2022.
https://doi.org/10.1002/cpe.6966
- B. B. Sinha and R. Dhanalakshmi, "DNN-MF: Deep Neural Network Matrix Factorization Approach for Filtering Information in Multi-Criteria Recommender Systems", Neural Computing and Applications, 34, 10807-10821, 2022
https://doi.org/10.1007/s00521-022-07012-y
- B. B. Sinha, R. Dhanalakshmi and V. S. Chaitanya, "Diversifying the predictions in the recommender systems, "International Journal of Business Information Systems, Inderscience, Print 1746-0972 & Online 1746-0980, Vol. 38 No. 2, pp. 168-178, 2021.
https://doi.org/10.1504/IJBIS.2021.119183
- B. B. Sinha and R. Dhanalakshmi, "An effective movie recommender system enhanced with time series analysis of user rating behavior," International Journal of Mathematics in Operational Research, Inderscience, Print 1757-5850 & Online 1757-5869, Vol. 19, No. 3, pp. 317-331, 2021.
https://doi.org/10.1504/IJMOR.2020.10032451
- B. B. Sinha and Dr. R. Dhanalakshmi, "Building an adaptive recommendation model based on fuzzy MP neuron and weighted similarity indicator," Journal of Information Science and Engineering, Institute of Information Science, Academia Sinica, ISSN 1016-2364, Vol. 37, pp. 281-293, 2021.
https://doi.org/10.6688/JISE.202103_37(2).0001
- B. B. Sinha and R. Dhanalakshmi, "Recent advancements and challenges of Internet of Things in smart agriculture: A survey", Future Generation Computer Systems, Vol. 126, pp. 169-184, 2021
https://doi.org/10.1016/j.future.2021.08.006
- B. B. Sinha and R Dhanalakshmi, "Building a Fuzzy Logic-Based Artificial Neural Network to Uplift Recommendation Accuracy", The Computer Journal, Vol. 63, Issue 11, pp. 1624-1632, 2020.
https://doi.org/10.1093/comjnl/bxz086
- B. B. Sinha and R Dhanalakshmi, "A recommender system based on a new similarity metric and upgraded crow search algorithm," Journal of Intelligent & Fuzzy Systems, IOS Press. Vol. 39, pp. 3167-3182, 2020.
https://doi.org/10.3233/JIFS-191594
- B. B. Sinha and R. Dhanalakshmi, "Building a fuzzy logic-based McCulloch-Pitts Neuron recommendation model to uplift accuracy," The Journal of Supercomputing, Springer, 77, 2251-2267, 2020.
https://doi.org/10.1007/s11227-020-03344-5
- B. B. Sinha, R. Dhanalakshmi and R. Regmi, "TimeFly algorithm: A novel behavior inspired movie recommendation paradigm," Pattern Analysis and Applications, Springer, ISSN 1433-755X, Vol. 23, pp. 1727-1734, 2020.
https://doi.org/10.1007/s10044-020-00883-8
- B. B. Sinha and R. Dhanalakshmi, "Evolution of recommender system over the time," Soft Computing, Springer, Print ISSN 1432-7643 & Online ISSN 1433-7479, Vol. 23, no. 23, pp. 12169-12188, 2019.
https://doi.org/10.1007/s00500-019-04143-8
- R. Dhanalakshmi and B. B. Sinha, "Hybrid Cohort Rating Prediction Technique to leverage Recommender System," Journal of Scientific & Industrial Research, NISCAIR, Print ISSN 0022-4456 & Online ISSN 0975-1084, Vol. 78, pp. 411-414, 2019.
https://nopr.niscair.res.in/handle/123456789/48791
- B. B. Sinha and R. Dhanalakshmi, "Evolution of recommender paradigm optimization overtime," Journal of King Saud University-Computer and Information Sciences, Elsevier, 34(4), 1047-1059, 2019.
https://doi.org/10.1016/j.jksuci.2019.06.008.
- Mohammad Ahsan, Anam Khan, Kaif Rehman Khan, B. B. Sinha, Anamika Sharma "Advancements in medical diagnosis and treatment through machine learning: A review", Expert Systems - Wiley
https://doi.org/10.1111/EXSY.13499
International Conferences(s)
- 1. B. B. Sinha and R. Dhanalakshmi, "Efficient cohort nearest neighbor (CNN) technique to leverage recommender systems," in 2018 International Conference on Advances in Computing and Communication Engineering (ICACCE), Paris, France, IEEE, pp. 273-277, 2018.
https://doi.org/10.1109/ICACCE.2018.8441755
- Kudkelwar, S., and B. B. Sinha (2022). "Levy Flight-Based Crow Search Algorithm for Optimum Protection Coordination in Combined Overhead/Cable Distribution System", Sustainable Technology and Advanced Computing in Electrical Engineering. (ICSTACE 2021), Lecture Notes in Electrical Engineering, vol 939. Springer, Singapore.
https://doi.org/10.1007/978-981-19-4364-5_55
- Vikash Kumar, and B. B. Sinha, "Skin Cancer Classification for Dermoscopy Images using model based on Deep Learning and Transfer Learning", International Conference on Computational Intelligence and Data Analytics (ICCIDA)'2021-Computational Intelligence and Data Analytics pp 257-271 Part of the Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT, Volume 142). (Best Paper Award)
https://doi.org/10.1007/978-981-19-3391-2_19
- B. B. Sinha, and Tarun Biswas, "An efficient framework for forecasting of crime trend using machine learning technique", 3rd International Conference on Data Science and Applications (ICDSA 2022).-Proceedings of International Conference on Data Science and Applications, Lecture Notes in Networks and Systems 552.
https://doi.org/10.1007/978-981-19-6634-7_52
- B. B. Sinha, and R. Dhanalakshmi, "A systematic modelling of recommender system using derivative imitation of SVD and regression analysis", IEEE International conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2022)
https://doi.org/10.1109/IATMSI56455.2022.10119255
- B. B. Sinha, and R. Dhanalakshmi, "Mining User Interest using Bayesian-PMF and Markov Chain Monte Carlo for Personalized Recommendation Systems", International Conference on Innovations in Data Analytics (ICIDA 2022)- (Best Paper Award)
https://doi.org/10.1007/978-981-99-0550-8_9
- Amardeep Saha, and B. B. Sinha, "An exploration of Blockchain Technology from the perspective of applicability, limitations, and opportunities", International Conference on Recent Advances in Computer Science and Engineering (ICRACSE-2022). - (Best paper Award)
https://doi.org/10.1201/9781003371380
- B. B. Sinha, R Dhanalakshmi, and K Balakrishnan, "A Manifold D-CNN Architecture for Contrastive Disease Classification Based on Respiratory Sounds", International Conference on Advanced Network Technologies and Intelligent Computing ANTIC-2022
https://doi.org/10.1007/978-3-031-28183-9_5
- Chirag Goel, and B. B. Sinha, "Rethinking and Unravelling the Complexity of Breast Cancer: An Integrative Approach to Detection and Diagnosis", 8th International Conference on Computing in Engineering and Technology, NIT Patna, 2023. -ICCET 2023
https://doi.org/10.1049/icp.2023.1487
- Trinanjan Das and B. B. Sinha, "A Comprehensive Study on Machine Learning Methods for Predicting Heart Disease: A Comparative Analysis", 8th International Conference on Computing in Engineering and Technology, NIT Patna, 2023. - ICCET 2023
https://doi.org/10.1049/icp.2023.1491
- Chirag Goel and B. B. Sinha, "Cross-Domain Collaborative Filtering: A Deep Neural Network Approach for Accurate and Diverse Recommendations", International Conference on Machine Learning and Data Engineering (ICMLDE 2023)
- Pradipto Chowdhury and B. B. Sinha, "Evaluating the Effectiveness of Collaborative Filtering Similarity Measures: A Comprehensive Review", International Conference on Machine Learning and Data Engineering (ICMLDE 2023)
- Chirag Goel and B. B. Sinha, "Cross Domain Collaborative Filtering: A Graph Neural Network Approach for Accurate and Diverse Recommendations", International Conference on Data Science, Agents and Artificial Intelligence 2023 (ICDSAAI2023)
- Siftain Ahmad, Kasula Gnyani, Abhishek Rajhans, and B. B. Sinha, "Advancements in Alzheimer's Disease Diagnosis: The MRI-CNN Synergy for Early Detection" - 3rd International Conference on Advanced Network Technologies and Intelligent Computing - ANTIC 2023.
- Amitesh Patel, Aman Kapoor, Mrinmoy Mahato, Subhradeep Raut, and B. B. Sinha, "Enhancing rumour Detection: A Hybrid Deep Learning Approach with ELMo Embeddings & CNN", IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation - (IATMSI-2024)
- Arkajit Banerjee, and B. B. Sinha, "From Sparsity to Accuracy: Enhancing Recommendation Systems with Item-Based Collaborative Filtering and SVD Matrix Factorization", 4th International Conference on "Emerging Trends and Technologies on Intelligent Systems"- (ETTIS-2024).
International Book Chapters(s)
- B. B. Sinha, Gurvinder Singh Yadav, and Sagar Badrish Kudkelwar, "Modified-PIP with Deep Neural Network (DNN) Architecture: A Coherent Recommendation Framework for Capturing User Behaviour" (SMDA 2021), Deep Learning for Social Media Data Analytics, Springer book series "Studies in Big Data", Springer, Cham Vol. 113, 121-140, 2022.
https://doi.org/10.1007/978-3-031-10869-3_7
- B. B. Sinha, R. Dhanalakshmi and K. Balakrishnan, "Early Diagnosis of Diabetic Retinopathy using Deep Learning Techniques", Computational Methods and Deep Learning for Ophthalmology, Elsevier, 17-33, 2023.
https://doi.org/10.1016/B978-0-323-95415-0.00006-1
- B. B. Sinha, Alongbar Wary, R. Dhanalakshmi and K. Balakrishnan, "Transfer Learning based Detection of Retina Damage from Optical Coherence Tomography Images", Computational Methods and Deep Learning for Ophthalmology, Elsevier, 71-88, 2023.
https://doi.org/10.1016/B978-0-323-95415-0.00002-4
Book(s)
- B. B. Sinha, and R. Dhanalakshmi, "Panorama of Deep Learning Based Recommender System: Development & Challenges" - Central West Publishing (CWP), Australia, ISBN: 9781922617545, 2023
https://mitpressbookstore.mit.edu/book/9781922617545
Copyright(s)
- 1. B. B. Sinha and Sagar Badrish Kudkelwar, "Matrix Factorization in Recommender System, A Convex or Non-Convex Optimization problem", L-107277/2021, Copyright Office, Government of India. - 3/09/2021
- B. B. Sinha and Aayush Mehta, "A novel sorting algorithm with theta (n) time complexity based on adaptive matching", L-134676/2023, Copyright Office, Government of India.
- B. B. Sinha, " A novel Intelligent Crime-Abolisher System to make crime-free Jharkhand", L-135156/2023, Copyright Office, Government of India.
Patent(s)
- Sagar Badrish Kudkelwar, B. B. Sinha, Ramchandra Regmi, Anuj Khond, "Smart Relay", Appl. No. 347952-001, Cbr No. 206397, Intellectual Property India, Government of India. - Design Accepted and Published, Journal No is 42/2021 and Journal Date is 15/10/2021
- Mohammad Ahsan, B. B. Sinha, "Machine Learning Based Stress Detection Device", Intellectual Property India, Government of India. - Design Accepted and Published, 25/06/2023
bambahadursinha@nitsikkim.ac.in 
+91-9199610251 