Dr. Avishek Banerjee
Head of the Department
Dept. of CSBS
Asansol Engg. College, Asansol.
Vivekananda Sarani, Kanyapur, Asansol-713305, Burdwan, West Bengal, India
At present, Dr. Avishek Banerjee is affiliated with Asansol Engineering College as HoD -Computer Science and Business System department. His past teaching institute was Bennett University, Greater Noida, (AY 2021-22) and Asansol Engineering College, Asansol (from 2005 to 2021). His past research affiliation was: "Gheorghe Asachi" Technical University of Iasi, Romania. (From 2014 to 2016). He has a consistent educational background in Information Technology (IT). He received Doctor of Philosophy in Engineering from Jadavpur University in the year of 2019. During his doctoral studies, he was an Erasmus Mundus research scholar on mobility (sponsored by the European Union) at the Faculty of Power Engineering and Information Technology, “Gheorghe Asachi” Technical University of Iasi, Romania. He received Master of Technology from Calcutta University, and Bachelor of Engineering from Haldia Institute of Technology, Haldia, India. He authored many SCI journals in Soft-Computing, Applied Soft-Computing, Swarm and Evolutionary Computation, COMPUTERS MATERIALS & CONTINUA, Super-Computing, etc. He authored many international conference papers and book chapters. Currently more than 150 citations recorded against his name. He also published 2 Indian patents and one copyright. His primary research interests include the areas related to Reliability Optimization of Wireless Sensor Network and Reliability enhancement of Power Distribution System, Cloud Computing, Fog Computing, Machine Learning and Deep Learning.
Education
1. Ph.D. (Engineering) in the branch of Information Technology from Jadavpur University, Kolkata - 700032, India in 2019.
Title of PhD thesis - Studies of Evolutionary Algorithms and its applications
Thesis supervisors: Dr. Samiran Chattopadhyay (Professor, Department of Information Technology, Jadavpur University, Kolkata, India), Dr. Asoke Kr. Bhunia (Professor, Department of Mathematics, Burdwan University, Burdwan, West Bengal, India). and Dr. L . Sahoo (Associate Professor, Raiganj University, West Bengal, India).
2. M.Tech. (Information Technology) from Calcutta University, Kolkata, India in 2007.
3. B.Tech. (Information Technology) from Vidyasagar University, Midnapore, India in 2004.
Professional Experience: Total work experience of 17 years.
Present Affiliation - Asansol Engineering College, Asansol, West Bengal, India. The College is affiliated to Maulana Abul Kalam Azad University of Technology, Kolkata, India formerly West Bengal University of Technology, Kolkata, India.
Teaching Areas
AI and ML
Formal Language and Automata Theory.
DBMS.
Operating Systems.
Computer Graphics
Computer Organization and Architecture.
Object Oriented Programming.
C, Java, Python Programming.
Hands-on Training and Certification:
Two months’ Hands-on skill development training on AI-ML and achieved “Proficiency Level” (above 60% score in final assessment), organized by Indian Society for Technical Education and BNY Mellon.
NB : The "Proficiency Level" faculty members are qualified to train students on AI-ML.
Recognised certified Training faculty in Virtusa.
Professional Certificate in “Google Data Analytics” – Courera on 20- 02-22.
5 days FDP (ATAL) on Data science (07-02-22 – 11-02-22).
7 days STTP(Online) in Machine learning at AEC, Asansol in 2020.
15 days training program on “Full Stack Development” at Virtusa inc. (Chennai) in 2019,2020 and 2021.
7 days of training program on “Powering Leadership” (WIPRO) in 2017. 7 days FDP on “Mathematical Logic” at NITTTR, Kolkata in 2016.
7 days FDP on “Research Trends in Computer Science” at AEC, Asansol in 2016.
7 days FDP on “Application of Soft Computing in Engineering” at AEC, Asansol in 2013.
7 days FDP in “Wipro MISSION 10X” workshop at AEC, Asansol in 2010.
Publications :
Text Book
1. S. Kar and A. Banerjee, Fundamentals of Automata, U. N. DHUR & SONS PVT. LTD., Kolkata, (2013). ISBN: 978-93-80673-85-1.
Journals
13. Simanta Hazra, Sunil Karforma, Abhishek Bandyopadhyay, Avishek Banerjee, and Debasis Chakraborty. "Deep Learning-Based Classification Of Rice Varieties: A Comprehensive Study." Journal of Survey in Fisheries Sciences 10, no. 3 (2023): 411-419.
13. S. K. De, A. Banerjee, K. Majumder, K. Kotecha and A. Abraham, "Coverage Area Maximization using MOFAC-GA-PSO Hybrid Algorithm in Energy Efficient WSN design," in IEEE Access, doi: 10.1109/ACCESS.2023.3313000.
12. Projit Das Ira Nath Avishek Banerjee, Laxminarayan Sahoo, “CO-BOT: An Intelligent Technique for Designing a Chatbot for Initial COVID-19 Test”, Vol: 4, Issue 4 (2022) DOI: https://doi.org/10.30564/jcsr.v4i4.5287.
11. Arnab Mitra, Anirban Kundu, Matangini Chattopadhyay, Avishek Banerjee , "An Approach to Detect Fake Profiles in Social Networks Using Cellular Automata-Based PageRank Validation Model Involving Energy Transfer ", SN Computer Science , 2022, Vol :3, Issue: 6,PP:1-16, Scopus Indexed.
10. Sudip Kumar De, Avishek Banerjee, Koushik Majumder, Samiran Chattopadhyay, "Minimizing the Energy Consumption of WSN Using Noble SMOWA- GA Algorithm ", International Journal of Applied Metaheuristic Computing (IJAMC), 2022, Vol 13 Issue:1, PP: 1-22, Scopus Indexed.
9. Avishek Banerjee, Deepak Garg, Victor Das, Laxminarayan Sahoo, Ira Nath, Vijayakumar Varadarajan, and Ketan Kotecha. "Design of Energy Efficient WSN Using a Noble SMOWA Algorithm." CMC-COMPUTERS MATERIALS & CONTINUA 72, no.2 (2022): 3585-3600. Impact Factor - 3.77
8. Avishek Banerjee, Sudip Kumar De, Koushik Majumder, Dinesh Dash, and Samiran Chattopadhyay. "Construction of energy minimized WSN using GA- SAMP-MWPSO and K-mean clustering algorithm with LDCF deployment strategy." The Journal of Supercomputing (2022): 1-36. (DOI : https://link.springer.com/article/10.1007/s11227-021-04265-7) Impact Factor - 2.6
7. Avishek Banerjee, Samiran Chattopadhyay, Mihai Gavrilas, and Gheorghe Grigoras. "Optimization and estimation of reliability indices and cost of Power Distribution System of an urban area by a noble fuzzy-hybrid algorithm." Applied Soft Computing:107078. ISSN:1568-4946. DOI: https://doi.org/10.1016/j.asoc.2021.107078) (2021). Impact Factor: 5.472.
6. Monojit Dey, Arnab Das, Avishek Banerjee, Ujjwal Kamilla and Samiran Chattopadhyay, Construction of efficient Wireless Sensor Networks for Energy Minimization using a modified ACO Algorithm. International Journal of Sensors, Wireless Communications and Control, Bentham Science, Scopus indexed. (DOI: https://doi.org/10.2174/2210327911666210120122610) (2020). ISSN: 2210-3279.Scopus Indexed.
5. Avishek Banerjee, Victor Das, Arindam Biswas, Samiran Chattopadhyay Utpal Biswas, "Development of energy-efficient and optimized coverage area network configuration to achieve reliable WSN network using meta-heuristic approaches". International Journal of Applied Metaheuristic Computing (IJAMC),). Volume 12, Issue 3, Article 1. (2019). ISSN:1947-8283.(DOI : 10.4018/IJAMC.2021070101 ) Scopus Indexed.
4. Hindol Bhattacharya, Samiran Chattopadhyay, Matangini Chattopadhyay, and Avishek Banerjee. "Storage and bandwidth optimized reliable distributed data allocation algorithm." International Journal of Ambient Computing and Intelligence (IJACI) 10, no. 1 (2019): 78-95. (DOI: 10.4018/IJACI.2019010105) ISSN: 1941-6237.
3. Avishek Banerjee, Samiran Chattopadhyay, Grigoras Gheorghe, and Mihai Gavrilas. "Minimization of reliability indices and cost of power distribution systems in urban areas using an efficient hybrid meta-heuristic algorithm." Soft Computing 23, no. 4 (2017): 1257-1281. (https://link.springer.com/article/10.1007/s00500-017-2846-6) ISSN:1432-7643. Impact Factor: 3.05.
2. Avishek Banerjee, Samiran Chattopadhyay, Asoke Kumar Bhunia and Mihai Gavrilas, "A Novel Hybrid GA-PSO Optimization Technique: Application to Load Profiling Problems", Int. J. Energetica, Romania Volume 63, ISSN: 1453-2360, Nr. 4 / 2015. pp 134-138. (Medium: Print) (Link: https://portal.issn.org/resource/ISSN/1453-2360#).
1. Laxminarayan Sahoo, Avishek Banerjee, Asoke Kumar Bhunia, and Samiran Chattopadhyay. "An efficient GA–PSO approach for solving mixed-integer nonlinear programming problem in reliability optimization." Swarm and Evolutionary Computation, 19 (2014): 4351. (https://doi.org/10.1016/j.swevo.2014.07.002) ISSN: 2210-6502 Impact Factor: 7.89.
Conferences
Avishek Banerjee, Victor Das, Arnab Mitra, Simiran Chattopadhyay and Utpal Biswas (2019). A power optimization technique for WSN with the help of hybrid Meta-heuristic algorithm targeting Fog Networks. International Conference on Intelligent and Cloud Computing. Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar-751030, Odisha, India. DOI: https://doi.org/10.1007/978-981-15-5971-6_11.
Hindol Bhattacharya, Samiran Chattopadhyay, Matangini Chattopadhyay, and Avishek Banerjee. "A novel intelligent modelling of storage and bandwidth constraints in distributed storage allocation." In International Conference on Computational Intelligence, Communications, and Business Analytics, pp. 336-346. Springer, Singapore, 2017. https://doi.org/10.1007/978-981-10-6430-2_26.
Avishek Banerjee, Samiran Chattopadhyay, Anup Kumar Mukhopadhyay, and Grigoras Gheorghe. "A fuzzy-ACO algorithm to enhance reliability optimization through energy harvesting in WSN." In 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), pp. 584-589. IEEE, 2016.DOI: 10.1109/ICEEOT.2016.7754748.
Avishek Banerjee, Mihai Gavrilas, Gh Grigoras, and Samiran Chattopadhyay. "A fuzzy hybrid approach for reliability optimization problem in power distribution systems." In 2016 International Conference and Exposition on Electrical and Power Engineering (EPE), pp. 809-814. IEEE, 2016. DOI: 10.1109/ICEPE.2016.7781449.
Avishek Banerjee, Mihai Gavrilas, Ovidiu Ivanov, and Samiran Chattopadhyay. "Reliability improvement and the importance of power consumption optimization in wireless sensor networks." In 2015 9th International Symposium on Advanced Topics in Electrical Engineering (ATEE), pp. 735-740. IEEE, 2015. DOI: 10.1109/ATEE.2015.7133902
Avishek Banerjee, Mihai Gavrilas, Gheorghe Grigoras, and Samiran Chattopadhyay. "Decision making in the assessment of RRAP of WSN using the fuzzy-hybrid approach." In 2015 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-6. IEEE, 2015. DOI: 10.1109/ANTS.2015.7413655.
Avishek Banerjee, Swapan Bhattacharyya, Simanta Hazra, Shatabdi Mondal. "BENGALI‐ENGLISH RELEVANT CROSS LINGUAL INFORMATION ACCESS USING FINITE AUTOMATA." In AIP Conference Proceedings, vol. 1298, no. 1, pp. 595-599. American Institute of Physics, 2010.Doi: https://doi.org/10.1063/1.3516373.
Avishek Banerjee, Sudip Kumar De, Koushik Majumder, Victor Das, Debasis Giri, Rabindra Nath Shaw, and Ankush Ghosh. "Construction of effective wireless sensor network for smart communication using modified ant colony optimization technique." In Advanced Computing and Intelligent Technologies, pp. 269-278. Springer, Singapore, 2022.
Nitin Arvind Shelke, Sahil Ahuja, Avishek Banarjee, Navneet Pratap Singh, Singara Singh Kasana, Sonal Kukreja , "AI-enabled IoT based multimodal authentication system for securing the hardware and software clients", 2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON) , IEEE, Vol : 1, PP : 545-550.
Victor Das, Avishek Banerjee, Nitin Arvind Shelke, Navneet Pratap Singh, Tanmay Bhowmik, Bishwajit Roy and Arindam Biswas, "Design of cost-effective WSN by minimizing energy consumption using hybrid algorithm", International Conference on Advances in Data Science and Computing Technologies (ADSC-2022) 23 June 2022 - 24 June 2022
Tufchi, S., Yadav, A., Rai, V. K., & Banerjee, A. (2023). Sentiment Analysis on Amazon Product Review: A Comparative Study. In Proceedings of Data Analytics and Management: ICDAM 2022 (pp. 139-149). Singapore: Springer Nature Singapore.
Bhowmik, T., Majumdar, S., Choudhury, A., Banerjee, A., & Roy, B. (2023). Importance of Internal and External Psychological Factors in Digital Learning. In Digital Learning based Education: Transcending Physical Barriers (pp. 119-132). Singapore: Springer Nature Singapore.
De, S. K., Banerjee, A., Majumder, K., Shaw, R. N., & Ghosh, A. (2022). Use of Various Optimization Algorithms in the Energy Minimization Problem Domain of WSN: A Survey. In Advanced Computing and Intelligent Technologies: Proceedings of ICACIT 2022 (pp. 477-488). Singapore: Springer Nature Singapore.
Book Chapters
Avishek Banerjee, Arnab Mitra, and Arindam Biswas. "An Integrated Application of IoT‐Based WSN in the Field of Indian Agriculture System Using Hybrid Optimization Technique and Machine Learning." Agricultural Informatics: Automation Using the IoT and Machine Learning (2021): 171-187.
Arnab Mitra, and Avishek Banerjee. "On the Dynamics of Cellular Automata-based Green Modeling toward Job Processing with Group-based Industrial Wireless Sensor Networks in Industry 4.0." In Green Engineering and Technology, pp. 207-223. CRC Press, 2021.
Avishek Banerjee, Sudip Kumar De, Koushik Majumder, Victor Das, Samiran Chattopadhyay, Rabindra Nath Shaw, Ankush Ghosh, (2022) Building of Efficient Communication System in Smart City Using Wireless Sensor Network Through Hybrid Optimization Technique. AI and IoT for Smart City Applications pp 15-30. Springer Link, DOI: https://link.springer.com/chapter/10.1007/978-981-16-7498-3_2
Sudip Kumar De, Avishek Banerjee, Koushik Majumder, Rabindra Nath Shaw, Ankush Ghosh, “Use of Various Optimization Algorithms in the Energy Minimization Problem Domain of WSN: A Survey”, Book: Advanced Computing and Intelligent Technologies,2022, PP: 477-488
Patents
Singh, J.,Banerjee, A.,De, S.K.,Majumder,K.,Garg, D.,Mahato, R.,(Sep,2022)."Decision Making System For Soil Fertilization And Crop Recommendation", Field Of Invention: Computer Science, Patent Application Number(Indian): 202211054145, Publication Date (U/S 11a): 30/09/2022.
Singh, J., Haldar, S., Banerjee, A.,Sarkar, D.,Mondal, S., S., Bandopadhyay, A., Pal, P., Malik, K., Baranwal,A.,(Dec,2022)."IoT AND RADIO
FREQUENCY-BASED ALARMING DEVICES FOR THE RAILWAY TRACK WORKERS ",Field Of Invention: Computer Science, Patent Application Number(Indian):202211071196, Publication Date (U/S 11a): 16/12/2022.
Dr. Sandip Haldar, Dr. Avishek Banerjee, Dr. Ranjita Sinha, Dr. Avik De, CROP MANAGEMENT SYSTEM , Field of Invention: Computer Science, Patent Application Number(Indian):202331068035 , Publication Date (U/S 11a): 20/10/2023.
JAGENDRA SINGH, Sandip Haldar, Avishek Banerjee, Sambit S. Mondal, Pintu Pal, Debasis Chakraborty, Simanta Hazra , IOT CONTROLLED, OPTIMIZED MULTI-SPLIT AIR CONDITIONING SYSTEM , Field Of Invention: MECHANICAL ENGINEERING , Patent Application Number(Indian):202311060693 , Publication Date (U/S 11a): 13/10/2023.
Joyshree Maji, Avishek Banerjee, Debasis Chakraborty, Victor Das, Sudip kr. De, Arindam Biswas, JAGENDRA SINGH, Vehicle Accident Prevention System using IoT and Machine Learning Technique. Field of Invention: Computer Science. New Application Filed, Application Number-202311075467, Application Ref Number-202311075467, Filing Date-05/11/2023 -Indian Patent Office. Application Number- 202311075467, Journal Number- 48/2023, Journal Date: 01/12/2023 -Indian Patent Office.
Dharmbir Prasad, Rudra Pratap Singh, Sambit S. Mondal, Avishek Banerjee, Ranadip Roy, JAGENDRA SINGH, Integrated Modeling of Standalone Electric Vehicle Fast-charging System with Invoicing Solution, Patent Application Filed, Application Number- 202311077152, Date: 12/11/2023 -Indian Patent Office.
Copyright
SIGNIFICANT APPROACHES AND APPLICATIONS OF VIRTUAL REALITY IN THE TREATMENT OF PARKINSON'S DISEASE, KOUSHIK MAJUMDER, ARPAN ADHIKARY, AVISHEK BANERJEE, SUDIP KUMAR DE, ANKUSH GHOSH, RABINDRA NATH SHAW, Copyright Registration No : L-119008/2022.