Teaching Experience

Associate Professor, Computer Science and   Engineering,  B.I.T., Mesra, Ranchi.

Subjects  taught  at   U.G.(B.E.)   level  and   P.G.(M.Tech./ M.C.A)  level:

(i) C /c++ (ii) Java  (iii) Data  Structure  (iv) Advance Data  Structure  (v)  Compiler   Design  (vi) Computer Graphics (vii) Computer System Architecture (viii)  System Programming (ix) Data Mining & Data Warehousing (x) Pattern Recognition and Image Processing (xi) Operating Systems

• Data Mining
• Information Retrieval
• Natural Language Processing
• Big Data Analysis
• Web Mining and Machine Learning

RESOURCE PERSON IN TRAINING/ WORKSHOP/CONFERENCES:

1. Session Chair in 2nd International Conference on Microelectronics Computing & Communication Systems (MCCS-2017) on 13-14th May,2017 at ARTTC, Ranchi, India (http://www.isve.in/Default?page=adminisve&pid=MCCS-2017).
2. Session Chair in 3rd International Conference on Nanoelectronics Circuits and Communication Systems (NCCS-2017) on 11-12th November,2017 at ARTTC, Ranchi, India.
3. Session Chair in 3rd International Conference on Microelectronics Computing & Communication Systems (MCCS-2017) on 12-13th May,2018 at ARTTC, Ranchi, India. 
4. Coordinator, Workshop on “Computer Programming” conducted by IIT, Bombay during 20th May to 21th June, 2014 (Two week).
5. Coordinator, One Day Workshop on Big Data Analytics at BIT, Mesra Sponsored by TEQIP, during 4th Nov’ 2017.

International Journal

1. I. Mukherjee, S. Banerjee, A. Chatterjee, “Personalization of Web Browsing for Novice Users”, International Journal of Computer Applications (0975 - 8887), Volume-1- No.-24, 2010.
2. I. Mukherjee, V. Bhattacharya, S. Sinha, P.K. Mahanti, “Query Classification Based on Semantic Similarity”, International Journal of Engineering Research & Technology(ISSN: 2278-0181), Vol. 1 Issue 4,  2012.
3. Indrajit Mukherjee, Samudra Banerjee, Pradeep Kumar Gupta, P.K. Mahanti and V. Bhattacharya,” Semantic Web Based Usage Mining”, International Journal of Advanced Computer Engineering & Architecture (2156-5570), Vol. 2 No. 2, 2012.
4. I. Mukherjee, V. Bhattacharya,  P.K. Mahanti, Samudra Banerjee, “Text Classification using Document-Document Semantic Similarity”, International Journal of Web Science (1757-8795), 2, 1-2, 2013.
5. I. Mukherjee, Jasni M Zain,  P.K. Mahanti, “An Automated Real-Time System for Opinion Mining using a Hybrid Approach”, I. J. Intelligent Systems and Applications,  7, 55-64, 2016.
6. I. Mukherjee,  Kirti Vardhan Rathore, “Twitter-based semantic approach to multi-class classification”, International Journal of Computer Technology and Applications(I J C T A), 9(19), 9151-9159, 2016(Scopus)

7.  I. Mukherjee, Sudip Sahana, P.K. Mahanti, “An Improved Information Retrieval Approach to Short Text Classification”, I. J. Information Engineering and Electronic Business(IJIEEB), 4, 31-37, 2017.
8. Indrajit Mukherjee, Bipul Kumar, Samarth Singh and Kishan Sharma, “Plagiarism detection based on semantic analysis”, Int. J. Knowledge and Learning, Vol. 12, No. 3, 2018(Scopus)
9. Sahana, S.K., Mukherjee, I., Mahanti, P.K., 2018 " Parallel Artificial Bee Colony (PABC) for Job Shop   Scheduling Problems”, Advanced Information Sciences and Service Sciences (AISS), Volume 10, No-3, pp1-11, Oct 31, 2018, ISSN: 1976-3700, 2233-9345 , http://www.globalcis.org/aiss/ppl/AISS3877PPL.pdf (Scopus).
10. Rakesh Raja, Indrajit Mukherjee, Bikash Kanti Sarkar, "A Systematic Review of Healthcare Big Data", Scientific Programming, vol. 2020, Article Id 5471849, 15 pages, 2020. https://doi.org/10.1155/2020/5471849.(SCIE)

11. Rakesh Raja, Indrajit Mukherjee, Bikash Kanti Sarkar, "A Machine Learning Prediction Model for Preterm Birth in Rural India", Journal of Healthcare Engineering, vol. 2021, Article Id 6665573, 11 pages, 2021. doi.org/10.1155/2021/6665573.(SCIE)

12. Sinha S., Narayanan R.S., Mukherjee I., “A Novel Multi-Layer Sparse Regularizer based GRU Model for Consumer Reviews Summarization”, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, Volume 14, Year 2023, Pages 159-173, doi.org/10.58346/JOWUA.2023.I1.013(Scopus)

13. Mukherjee, R., Kundu, A., Mukherjee, I. et al. “IoT-cloud based healthcare model for COVID-19 detection: an enhanced k-Nearest Neighbour classifier based approach”, Computing, Volume 105, Year 2023, Pages 849-869, doi.org/10.1007/s00607-021-00951-9 (SCIE)
14. Sinha S., Narayanan R.S., Mukherjee I., “Next Basket Recommendation Paradigm Multi-Layer Stacked Sequence to Sequence Bidirectional GRU Model with Multiplicative Attention”, Journal of Internet Services and Information Security (JISIS), volume: 14, Year 2024, pp. 542-553. doi.org/ 10.58346/JISIS.2024.I4.034 (Scopus)
15. S Sinha, RS Narayanan, I Mukherjee, “Hybrid transformer Bi-GRU model with modified ada-belief optimizer for detecting spam in consumer reviews”, International Journal of Information Technology, 2025, doi: 10.1007/s41870-025-02699-3(Scopus)
16.  Das PK, Mukherjee I, Prasad P, Pushkar S. Downscaling MODIS land surface temperature to 90 m using random forest regression to assess transferability. PeerJ Computer Science, 2025, DOI 10.7717/peerj-cs.3246 (SCIE).
17. Prasad, P., Jeganathan, C., Das, P.K. et al. Evaluation and prediction of LST and LULC changes for urban heat island analysis in Mumbai using remote sensing and machine learning techniques. Environ Dev Sustain (2026). doi.org/10.1007/s10668-026-07528-6 (SCIE)
18. Kumar, B., Mukherjee, I., Pushkar, S. et al. A Review of Downscaling Multi-Source Satellite Data Fusion Methods. J Indian Soc Remote Sens 54, 3079–3099 (2026). https://doi.org/10.1007/s12524-026-02445-7

International Conference

1.  B.K. Sarkar, I. Mukherjee, S. Kumar, K. kumar, “Rule Induction System using Genetic Algorithm”, Proceeding of International Conferences on Intelligent System and Networking, IISN-2007.
2. I. Mukherjee, S. Banerjee, A. Chatterjee, “E-Mail Analysis based on Text Mining”, International Conference on Innovative Technologies (ICIT), 2009.
3. S. Banerjee, I. Mukherjee and P.K. Mahanti, “Cloud Computing Initiative using Modified Ant Colony Framework”, International Conference on Human Computer Interaction, Singapore, 2009

4. S. Banerjee, I. Mukherjee and P.K. Mahanti, “Analyzing the Impact of Information Re-Retrieval Using Fuzzy Logic”, Proceedings of the 11^th international workshop on computer science and information technologies CSIT’2009, Crete, Greece, 2009.

5. I. Mukherjee,  M. Al-Fayoumi, P.K. Mahanti, R. Jha, I. Al-Bidewi, “Content analysis

 based on text mining using genetic algorithm”, International Conference on Computer Technology and Development(ICCTD- 2010), IEEE, pp-432-436.

6. I. Mukherjee, S. banerjee, P.K. Mahanti, V. Bhattacharya, “Efficient Web Information Retrieval based on Usage Mining”, International Conference on Recent Advances in  Information Technology(RAIT-2012), IEEE, pp-591-595, 2012.

7. I. Mukherjee,  Kirti Vardhan Rathore, “Twitter-based semantic approach to multi-class classification”, International Conference on Sustainable Computing Techniques in Engineering, Science and Management(SCESM-2016), Noida, 2016.

8. Vidya Prakash, Indrajit Mukherjee, “Automated Answer Evaluation Based on Semantic Analysis”, ICRTCST, 2017.

9. Raja, R., Mukherjee, I., & Sarkar, B. K. Healthcare Recommendation System. In Proceedings of the Fourth International Conference on Microelectronics, Computing and Communication Systems, pp. 451-458, Springer, Singapore, 2020. https://doi.org/10.1007/978-981-15-5546-6

10. Kumari, B., Mukherjee, I., & Amritanjali. (2025). Pipelined Multilayer AI-Based Point-of-Care Model for Diagnosis of Spinal Cord Disorders in Big Clinical Data. International Journal of Microsystems and IoT, 3(2), 1594–1598. https://doi.org/10.5281/zenodo.18144864
11. Bhawana, K., Amritanjali, Mukherjee, I. (2026). Deep Learning for Detecting Common Spine Disorder. In: Kumar, S., Janghel, R.R., Soni, B., Fiore, U. (eds) Artificial Intelligence for Next Generation Computing, Volume 1. AICTA 2024. Lecture Notes in Networks and Systems, vol 1549. Springer, Singapore. https://doi.org/10.1007/978-981-95-0701-6_23
12. K. Bhawana, Amritanjali and I. Mukherjee, "Spinal Analysis Metrics and Dataset Evaluation for Scoliosis Detection," 2025 International Conference on Computing, Intelligence, and Application (CIACON), Durgapur, India, 2025, pp. 1-7, doi: 10.1109/CIACON65473.2025.11189604.

National Conference

1. Mukherjee, S. Banerjee, “Feature Selection and Rule Induction using Genetic Algorithm”, Proceeding of National Seminar on Recent Advance of Information Technology(RAIT), IISM Dhanbad, 2009.

WorkShop

1. Refresher Course on "Advanced VLSI Design" Conducted by BIT, Mesra, during 16-30 September 2012 (Two Weeks).
2. Workshop on "Applications of Artificial Intelligence techniques in Engineering and research" conducted by BIT, Mesra Ranchi during 23-27 September, 2013(One Week).
3. Workshop on “Computer Programming” conducted by IIT, Bombay during 20^th May to 21^th June, 2014 (Two week).
4.  Workshop on "Know yourself as a Teacher" conducted by BIT, Mesra, Ranchi during 24-28 November 2014 (One Week).
5. Workshop on “Introduction to Design of Algorithm” conducted by IIT, Kharagpur during 27^th April to 30^th May, 2015 (Two week).
6. National Workshop on High Performance Computing (HPC -2016) Sponsored by TEQIP-II during 02-06 May, 2016 (One week).
7. National Workshop on Evolutionary Optimization for Engineering and Scientific Applications (EOESA2016) at BIT, Mesra , Ranchi during 03-07 Oct 2016(One week).
8. Workshop on “Cyber Crime and Investigation" Conducted by BIT, Mesra, during December 18-22, 2017(One Week).
9. Two Day Workshop on Data Analytics for Engineers conducted by The Institute of Engineers, Jharkhand state centre, Ranchi during 26^th-27^th August, 2017.
10. One Day Workshop on Big Data Analytics at BIT, Mesra Sponsored by TEQIP, during 4^th Nov’ 2017.
11. One Week Short Term Training Programme on Automata Theory, Formal Languages and Compiler Design conducted by BIT Measra during 25^th Jan’ 2018.
12. Workshop on Active Learning at IIT, Gandhinagar Sponsored by TEQIP-III duration 18-22 June, 2018(one Week)
13. Two Days Workshop on Geospatial Data Analytics using Machine Learning, Sponsred by ANRF 24-25, Feb’2026 (Organizer)

 Life Member of Indian Society of Technical Education

SCIENCE & ENGINEERING RESEARCH BOARD(SERB)

1. Jha R., Bhattacharya V., Singh V., Mukherjee I. (2020) K-NN Classification for Large Dataset in Hadoop Framework. In: Nath V., Mandal J. (eds) Nanoelectronics, Circuits and Communication Systems. NCCS 2018. Lecture Notes in Electrical Engineering, vol 642. Springer, Singapore. https://doi.org/10.1007/978-981-15-2854-5_43.
2. Duggal P.S., Mukherjee I. (2021) Prediction and Classification of Semi-structured Medical Data Using Artificial Neural Fuzzy Inference System. In: Nath V., Mandal J. (eds) Nanoelectronics, Circuits and Communication Systems. Lecture Notes in Electrical Engineering, vol 692. Springer, Singapore. https://doi.org/10.1007/978-981-15-7486-3_67.
3. Rajwar, S.K., Manjhi, P.K., Mukherjee, I. (2022). Comparative Evaluation of Machine Learning Methods for Network Intrusion Detection System. In: Reddy, V.S., Prasad, V.K., Mallikarjuna Rao, D.N., Satapathy, S.C. (eds) Intelligent Systems and Sustainable Computing. Smart Innovation, Systems and Technologies, vol 289. Springer, Singapore. https://doi.org/10.1007/978-981-19-0011-2_47

IP Australia(2021105481), Construction operation, monitoring, maintenance planning and future risk prediction of bigger constructions using Artificial Intelligence based Internet of things

No. of Ph.D Awarded: 03

No. of Ph.D. Students Guiding: 03

No. of  P.G.  students (guided): 20