Dr. Moirangthem Tiken Singh

Assistant Professor, Dibrugarh University Institute of Engineering and Technology (DUIET)
  • Dibrugarh University Institute of Engineering and Technology (DUIET)
  • Designation - Assistant Professor

Profile

Education:

  1. Bachelor’s Degree (2007): B.E in Computer Science and Engineering (Gold Medal)
  2. Master’s Degree (2009): M Tech in Information Technology (Gold Medal)
  3. PhD (Computer Science)

Course Completed:

  1. Machine Learning by Standford University Online (Through Coursera)
  2. Neural Networks and Deep Learning by Deeplearning.AI (Through Coursera)
  3. Sequence Models by Deeplearning.AI(Through Coursera).

Professional Experience:

  • 10 years 11 months

 

Areas of Interest/ Specialization:

  • Machine Learning, Algorithmic Game Theory, Intermittent Mobile Ad Hoc Networks, Multi-agents Reinforcement Learning.

 

Administrative Assignments:

  • HOD in Charge (July 2012 - July 2017) for Department of Computer Science and Engineering, DUIET

Publications

Journals and Conference proceedings:
 
  1. Singh, M. T., Prasad, R. K., Michael, G. R., Kaphungkui, N. K., & Singh, N. H. (2024). Heterogeneous graph auto-encoder for credit card fraud detection. arXiv. https://arxiv.org/abs/2410.08121 (Under Review)
  2. Moirangthem Tiken Singh, N.Hemarjit Singh, Rabinder Kumar Prasad, N K Kaphungkui, & Gurumayum Robert Michael. (2024). An Optimal Auction-Based Routing Scheme for Detecting and Managing Selfish Nodes in Delay-Tolerant Networks. Journal of Computational Analysis and Applications (JoCAAA)33(07), 666–676. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/1127
  3. N K Kaphungkui, Gurumayum Robert Michael, Hemarjit Ningombam, Moirangthem Tiken Singh, Rabinder Kumar Prasad (2024) A Novel Approach for Text-Dependent Speaker Identification System, Journal of Electrical Systems,  Vol. 20 No. 10s (2024), 5461-5471 (Scopus)
  4. N K Kaphungkui, Gurumayum Robert Michael, N Hemarjit Singh, Moirangthem Tiken Singh, & Rabinder Kumar Prasad. (2024). Text Dependent Speaker Identification And Intruder Detection System. Revista Electronica De Veterinaria25(1), 1209-1219. (Scopus) https://doi.org/10.69980/redvet.v25i1.844
  5. Chandan Kalita, Sikdar Md. S. Askari, Mirzanur Rahman, Rabinder Kumar Prasad, Bikramjit Choudhury, Moirangthem Tiken Singh (2024). A Novel Blockchain-Based Approach for Secure and Efficient Database Management. International Journal of Intelligent Systems and Applications in Engineering12(22s), 21–32. (Scopus) Retrieved from https://ijisae.org/index.php/IJISAE/article/view/6382 
  6. Chetia, A., Buragohain, N., Mazumder, S.H., Singh, M.T. (2023). Abnormality Detection in Financial Transactions Using Graph Representation Learning. In: Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023. ICDAI 2023. Lecture Notes in Networks and Systems, vol 727. Springer, Singapore. https://doi.org/10.1007/978-981-99-3878-0_12
  7. Singh M. Tiken, Surajit Borkotokey, Rachid Lahcen, Ram Mohapatra (2022) A Generic Scheme for Cyber Security in Resource Constraint Network Using Incomplete Information Game, Evolutionary Intelligence, Springer (June, 2022) (doi: 10.1007/s12065-021-00684-w) (IF - 2.9 (2022))
  8. Singh M. Tiken, Surajit Borkotokey (2022) A Stable Payoff Allocation Protocol for Controlling the Selfishness and Managing the Power Consumption in Mobile Ad Hoc Networks, Journal of Scientific Research, Volume 66, Issue 2 (February 2022) (UGC-Care List) http://dx.doi.org/10.37398/JSR.2022.660208
  9. Singh Moirangthem Tiken., Chakrabarty A., Sarma B., Dutta S. (2021) An Improved On-Policy Reinforcement Learning Algorithm. In: Soft Computing Techniques and Applications. Advances in Intelligent Systems and Computing, vol 1248. Springer, Singapore. https://doi.org/10.1007/978-981-15-7394-1_30

  10. M.T. Singh and S. Borkotokey. An algorithm for iterated game to handle self-obsessed behavior in a noisy social communication network. International Journal of Engineering Research and Technology (Print, ISSN: 09743154) , 12(12):2698-2708, 2019.

  11. Singh M.T., Borkotokey S. (2019) Selfish Controlled Scheme in Opportunistic Mobile Communication Network, Advances in Intelligent Systems and Computing, vol 740. SpringerNature, Singapore
  12. T. M. Singh, P. Bharali and C. Bhuyan, "Automated Detection of Diabetic Retinopathy," 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), Gangtok, India, 2019, pp. 1-6, doi: 10.1109/ICACCP.2019.8882914. (IEEE Xplore)
  13. M. T. Singh and S. Borkotokey, "Selfish Avoidance Payoff Allocation in Mobile Ad Hoc Network," 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE), Bhubaneswar, India, 2018, pp. 2715-2721, doi: 10.1109/ICRIEECE44171.2018.9009373 (IEEE Xplore)
  14. M. T. Singh, P. P. Barman and R. Gogoi, "Speech Recognition Model for Assamese Language Using Deep Neural Network," 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE), Bhubaneswar, India, 2018, pp. 2722-2727, doi: 10.1109/ICRIEECE44171.2018.9008668 (IEEE Xplore)
  15. M. Tiken Singh Debasish Saikia, Ritika Shah, Subhashis Gobinda Baruah, Vatsal Bawari, An Improved LEACH for Wireless Sensor Network,
    International Journal of Research in Electronics and Computer Engineering (IJRECE), Volume 5, Issue 2, Pages 141-146, Publisher I2OR, Publication date 2017/4
  16. Moirangthem Tiken Singh " Automatic speech recognition system: A survey report " Science & Technology Journal, 4(2):152-155, july 2016.
  17. Moirangthem Tiken Singh, Abdur Razzaq Fayjie and Biswajeet Kachari. Article: A Survey Report on Speech Recognition SystemInternational Journal of Computer Applications 121(11):1-3, July 2015.
  18. Moirangthem Tiken Singh, Abdur Razzaq Fayjie and Biswajeet Kachari. Article: Speech Recognition System For North-East Indian AccentInternational Journal of Applied Information Systems 9(4):1-9, July 2015. Published by Foundation of Computer Science, New York, USA
  19. Moirangthem Tiken Singh, Rajdeep Borgohain and Sourav Gohain, Article: An English Assamese Machine Translation SystemInternational Journal of Computer Applications 93(4): 1-6, May 2014. Published by Foundation of Computer Science, New York, USA
  20. Rajdeep Borgohain, Moirangthem Tiken Singh, Chandrakant Sakharwade, Sugata Sanyal; "TSET: Token based Secure Electronic Transaction";International Journal of Computer Applications, May,2012, ISBN: 978-93-80866-55-8, Published by Foundation of Computer Science, New York, USA, DOI: 10.5120/5056-7374.

Oral/Poster Conferences

  1. M Tiken Singh, Evolutionary Games: Challenges in Wireless Networks, National Seminar on Mathematical Modelling on Applied Science(NSMMA-2017)
     
  2. M Tiken Singh, Exploitation of Social Characteristics to Control Selfishness in Social Communication Network", International Workshop on Game Theory and Networks, September 2018
  3. "An Improved On-Line Reinforcement Learning Algorithm", IC3 (SMIT) July 2020
  4. "Finding the Path of a Mobile Agent in a Stochastic Environment", RESTS July 2020
  5. Surajit Borkotokey, Moirangthem Singh, Rachid Lahcen, Ram Mohapatra " A Generic Scheme for Cyber Security in Resource Constraint Network Using Incomplete Information Game", (2021) Joint Mathematics Meetings (JMM), AMS/MAA
  6. M Tiken Singh, Surajit Borkotokey "A Stable Payoff Allocation Protocol for Controlling the Selfishness and Managing the Power Consumption in Mobile Ad Hoc Networks" International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2021), BHU
  7. "Learning Management System," 3rd INTERNATIONAL CONFERENCE ON ENGINEERING AND ADVANCEMENT IN TECHNOLOGY (ICEAT 2022),  at Malla Reddy Institute of Engineering and Technology, Hyderabad.

 

Courses Taken

2021 (April - Sept):

  1. Advanced in Analysis of Algorithm and Design (Elective)
  2. Object-Oriented Programming using C++ 

2020 (Aug - Dec):

  1. Computer Organization and Architecture
  2. Network Security

2020 (Feb-July):

  1. Object-Oriented Programming Using Java
  2. Network Programming Using Python.

2019(Aug - Dec):

  1. Programming Language
  2. Computer Organization and Architecture

2018 (Aug Dec):

  1. Object Oriented Programming Using C++
  2. Free and Open Software Technology

2018 (Feb July):

  1. Real Time System
  2. Network Programming Using Java
Profile

Profile

Education:

  1. Bachelor’s Degree (2007): B.E in Computer Science and Engineering (Gold Medal)
  2. Master’s Degree (2009): M Tech in Information Technology (Gold Medal)
  3. PhD (Computer Science)

Course Completed:

  1. Machine Learning by Standford University Online (Through Coursera)
  2. Neural Networks and Deep Learning by Deeplearning.AI (Through Coursera)
  3. Sequence Models by Deeplearning.AI(Through Coursera).

Professional Experience:

  • 10 years 11 months

 

Areas of Interest/ Specialization:

  • Machine Learning, Algorithmic Game Theory, Intermittent Mobile Ad Hoc Networks, Multi-agents Reinforcement Learning.

 

Administrative Assignments:

  • HOD in Charge (July 2012 - July 2017) for Department of Computer Science and Engineering, DUIET
Publications

Publications

 

Journals and Conference proceedings:
 
  1. Singh, M. T., Prasad, R. K., Michael, G. R., Kaphungkui, N. K., & Singh, N. H. (2024). Heterogeneous graph auto-encoder for credit card fraud detection. arXiv. https://arxiv.org/abs/2410.08121 (Under Review)
  2. Moirangthem Tiken Singh, N.Hemarjit Singh, Rabinder Kumar Prasad, N K Kaphungkui, & Gurumayum Robert Michael. (2024). An Optimal Auction-Based Routing Scheme for Detecting and Managing Selfish Nodes in Delay-Tolerant Networks. Journal of Computational Analysis and Applications (JoCAAA)33(07), 666–676. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/1127
  3. N K Kaphungkui, Gurumayum Robert Michael, Hemarjit Ningombam, Moirangthem Tiken Singh, Rabinder Kumar Prasad (2024) A Novel Approach for Text-Dependent Speaker Identification System, Journal of Electrical Systems,  Vol. 20 No. 10s (2024), 5461-5471 (Scopus)
  4. N K Kaphungkui, Gurumayum Robert Michael, N Hemarjit Singh, Moirangthem Tiken Singh, & Rabinder Kumar Prasad. (2024). Text Dependent Speaker Identification And Intruder Detection System. Revista Electronica De Veterinaria25(1), 1209-1219. (Scopus) https://doi.org/10.69980/redvet.v25i1.844
  5. Chandan Kalita, Sikdar Md. S. Askari, Mirzanur Rahman, Rabinder Kumar Prasad, Bikramjit Choudhury, Moirangthem Tiken Singh (2024). A Novel Blockchain-Based Approach for Secure and Efficient Database Management. International Journal of Intelligent Systems and Applications in Engineering12(22s), 21–32. (Scopus) Retrieved from https://ijisae.org/index.php/IJISAE/article/view/6382 
  6. Chetia, A., Buragohain, N., Mazumder, S.H., Singh, M.T. (2023). Abnormality Detection in Financial Transactions Using Graph Representation Learning. In: Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023. ICDAI 2023. Lecture Notes in Networks and Systems, vol 727. Springer, Singapore. https://doi.org/10.1007/978-981-99-3878-0_12
  7. Singh M. Tiken, Surajit Borkotokey, Rachid Lahcen, Ram Mohapatra (2022) A Generic Scheme for Cyber Security in Resource Constraint Network Using Incomplete Information Game, Evolutionary Intelligence, Springer (June, 2022) (doi: 10.1007/s12065-021-00684-w) (IF - 2.9 (2022))
  8. Singh M. Tiken, Surajit Borkotokey (2022) A Stable Payoff Allocation Protocol for Controlling the Selfishness and Managing the Power Consumption in Mobile Ad Hoc Networks, Journal of Scientific Research, Volume 66, Issue 2 (February 2022) (UGC-Care List) http://dx.doi.org/10.37398/JSR.2022.660208
  9. Singh Moirangthem Tiken., Chakrabarty A., Sarma B., Dutta S. (2021) An Improved On-Policy Reinforcement Learning Algorithm. In: Soft Computing Techniques and Applications. Advances in Intelligent Systems and Computing, vol 1248. Springer, Singapore. https://doi.org/10.1007/978-981-15-7394-1_30

  10. M.T. Singh and S. Borkotokey. An algorithm for iterated game to handle self-obsessed behavior in a noisy social communication network. International Journal of Engineering Research and Technology (Print, ISSN: 09743154) , 12(12):2698-2708, 2019.

  11. Singh M.T., Borkotokey S. (2019) Selfish Controlled Scheme in Opportunistic Mobile Communication Network, Advances in Intelligent Systems and Computing, vol 740. SpringerNature, Singapore
  12. T. M. Singh, P. Bharali and C. Bhuyan, "Automated Detection of Diabetic Retinopathy," 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), Gangtok, India, 2019, pp. 1-6, doi: 10.1109/ICACCP.2019.8882914. (IEEE Xplore)
  13. M. T. Singh and S. Borkotokey, "Selfish Avoidance Payoff Allocation in Mobile Ad Hoc Network," 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE), Bhubaneswar, India, 2018, pp. 2715-2721, doi: 10.1109/ICRIEECE44171.2018.9009373 (IEEE Xplore)
  14. M. T. Singh, P. P. Barman and R. Gogoi, "Speech Recognition Model for Assamese Language Using Deep Neural Network," 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE), Bhubaneswar, India, 2018, pp. 2722-2727, doi: 10.1109/ICRIEECE44171.2018.9008668 (IEEE Xplore)
  15. M. Tiken Singh Debasish Saikia, Ritika Shah, Subhashis Gobinda Baruah, Vatsal Bawari, An Improved LEACH for Wireless Sensor Network,
    International Journal of Research in Electronics and Computer Engineering (IJRECE), Volume 5, Issue 2, Pages 141-146, Publisher I2OR, Publication date 2017/4
  16. Moirangthem Tiken Singh " Automatic speech recognition system: A survey report " Science & Technology Journal, 4(2):152-155, july 2016.
  17. Moirangthem Tiken Singh, Abdur Razzaq Fayjie and Biswajeet Kachari. Article: A Survey Report on Speech Recognition SystemInternational Journal of Computer Applications 121(11):1-3, July 2015.
  18. Moirangthem Tiken Singh, Abdur Razzaq Fayjie and Biswajeet Kachari. Article: Speech Recognition System For North-East Indian AccentInternational Journal of Applied Information Systems 9(4):1-9, July 2015. Published by Foundation of Computer Science, New York, USA
  19. Moirangthem Tiken Singh, Rajdeep Borgohain and Sourav Gohain, Article: An English Assamese Machine Translation SystemInternational Journal of Computer Applications 93(4): 1-6, May 2014. Published by Foundation of Computer Science, New York, USA
  20. Rajdeep Borgohain, Moirangthem Tiken Singh, Chandrakant Sakharwade, Sugata Sanyal; "TSET: Token based Secure Electronic Transaction";International Journal of Computer Applications, May,2012, ISBN: 978-93-80866-55-8, Published by Foundation of Computer Science, New York, USA, DOI: 10.5120/5056-7374.

Oral/Poster Conferences

  1. M Tiken Singh, Evolutionary Games: Challenges in Wireless Networks, National Seminar on Mathematical Modelling on Applied Science(NSMMA-2017)
     
  2. M Tiken Singh, Exploitation of Social Characteristics to Control Selfishness in Social Communication Network", International Workshop on Game Theory and Networks, September 2018
  3. "An Improved On-Line Reinforcement Learning Algorithm", IC3 (SMIT) July 2020
  4. "Finding the Path of a Mobile Agent in a Stochastic Environment", RESTS July 2020
  5. Surajit Borkotokey, Moirangthem Singh, Rachid Lahcen, Ram Mohapatra " A Generic Scheme for Cyber Security in Resource Constraint Network Using Incomplete Information Game", (2021) Joint Mathematics Meetings (JMM), AMS/MAA
  6. M Tiken Singh, Surajit Borkotokey "A Stable Payoff Allocation Protocol for Controlling the Selfishness and Managing the Power Consumption in Mobile Ad Hoc Networks" International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2021), BHU
  7. "Learning Management System," 3rd INTERNATIONAL CONFERENCE ON ENGINEERING AND ADVANCEMENT IN TECHNOLOGY (ICEAT 2022),  at Malla Reddy Institute of Engineering and Technology, Hyderabad.

 

Courses Taken
Current Courses
Sponsored Projects