Dr. Amandeep Kaur received her Ph.D. from the National Institute of Technology Hamirpur. She is currently an Assistant Professor in the Department of Management Studies (DoMS) at ABV-Indian Institute of Information Technology and Management Gwalior, India. Previously, she served as an Assistant Professor at Dr. B. R. Ambedkar National Institute of Technology Jalandhar and the National Institute of Technology Hamirpur. Her areas of expertise include the intersection of Artificial Intelligence and Machine Learning in Healthcare, Operations, Quality of Service Management, Business Analytics, and Business Intelligence. She has published her research in various IEEE Transactions and other SCI-listed journals.

Sponsored Research Projects:

1. Title: Brain-Empowered Dynamic Spectrum Management for Cooperative Cognitive Radio Networks

    Role: Principal Investigator

    Sponsoring Agency: Department of Science and Technology

    Sanctioned Amount: 18.20 Lakhs

    Duration: 3 years (2018-2021) (Completed)

2. Title: Enhancing Access and Patient-Centricity through AI-Driven Healthcare Supply Chain

     Role: Principal Investigator

     Sponsoring Agency: Faculty Initialization Grant, ABV-IIITM Gwalior

     Sanctioned Amount: 4.5 Lakhs

     Duration: 2023- (Ongoing)

TEACHING EXPERIENCE

Teaching at ABV-IIITM: Business Ethics and Sustainability (Spring 2023, Spring 2024, Autumn 2024), Business Analytics (Autumn 2024), IoT and Big Data Management (Autumn 2023, Autumn 2024), Artificial Intelligence and Machine Learning (Spring 2024, Spring 2025), Human Value and Ethics (Spring 2023), Philosophy of Human Values (Spring 2023), Decision Support and Expert System (Spring 2023), Computational Lab (Autumn 2023, Spring 2024, Autumn 2024, Spring 2025), Ecology and Environment Sciences (Spring 2025)

JOURNAL PUBLICATIONS

1. Amandeep Kaur, “Intrusion Detection Approach for Industrial Internet of Things Traffic using Deep Recurrent Reinforcement Learning Assisted Federated Learning" IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2024.3443787
2. Amandeep Kaur and Ayushi Godara, “Machine Learning Empowered Green Task Offloading for Mobile Edge Computing in 5G Networks,” IEEE Transactions on Network and Service Management, vol. 21, no. 1, pp. 810-820, 2024. (IF-4.758)
3. Neenu Sharma, Ramesh Kumar Sunkaria, Amandeep Kaur, “Electrocardiogram Heartbeat Classification Using Machine Learning and Ensemble Convolutional Neural Network-Bidirectional Long Short-Term Memory Technique,” IEEE Transactions on Artificial Intelligence, vol. 5, no. 06, pp. 2816-2827, 2024 (IF-7.25)
4. Amandeep Kaur, Krishan Kumar, Arun Prakash, Rajeev Tripathi, “Imperfect CSI based Resource Management in Cognitive IoT Networks: A Deep Recurrent Reinforcement Learning Framework” IEEE Transactions on Cognitive Communications and Networking. vol. 9, no. 5, pp. 1271-1281, 2023. (IF-6.359)
5. Amandeep Kaur et. al., “Deep Recurrent Reinforcement Learning based Distributed Dynamic Spectrum Access in Multichannel Wireless Networks with Imperfect Feedback,” IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 2, pp. 281-292, April 2023. (IF-6.359)
6. Amandeep Kaur and Krishan Kumar, “Imperfect CSI based Intelligent Dynamic Spectrum Management using Cooperative Reinforcement Learning Framework in Cognitive Radio Networks,” IEEE Transactions on Mobile Computing, vol. 21, no. 5, pp. 1672-1683, May 2022. (IF-6.075)
7. Amandeep Kaur and Krishan Kumar, “A Reinforcement Learning based Green Resource Allocation for Heterogeneous Services in Cooperative Cognitive Radio Networks,” IEEE Transactions on Network and Service Management, vol. 19, no. 2, pp. 1554-1566, June 2022. (IF-4.758)
8. Amandeep Kaur and Krishan Kumar, “Energy-Efficient Resource Allocation in Cognitive Radio Networks under Cooperative Multi-Agent Model-Free Reinforcement Learning Schemes,” IEEE Transactions on Network and Service Management, vol. 17, no. 3, pp. 1337-1348, Sept. 2020. (IF-4.758)
9. Amandeep Kaur and Krishan Kumar, “A Reinforcement Learning based Evolutionary Multi-objective Optimization Algorithm for Spectrum Allocation in Cognitive Radio Networks,” Physical Communication, vol. 43, 2020. (IF- 2.379)
10. Amandeep Kaur and Krishan Kumar, “Intelligent Spectrum Management based on Reinforcement Learning Schemes in Cooperative Cognitive Radio Networks,” Physical Communication, vol. 43, 2020. (IF-2.379)
11. Amandeep Kaur and Krishan Kumar, “A Comprehensive Survey on Machine Learning Approaches for Dynamic Spectrum Access in Cognitive Radio Networks,” Journal of Experimental and Theoretical Artificial Intelligence, vol. 34, no. 1, pp. 1-40, 2020. (IF-2.296)
12. Shweta Chauhan, Rahul Kumar, Shefali Saxena, Amandeep Kaur, P. Daniel, “SemSyn: Semantic-Syntactic Similarity Based Automatic Machine Translation Evaluation Metric” IETE Journal of Research, 1-12, 2023. (IF-0.829)
13. Amandeep Kaur, M.L. Singh, Anu Sheetal, “Simulative analysis of co-existing 2.5 G/10 G asymmetric XG-PON system using RZ and NRZ data formats,” Optik, vol.125, no. 14, pp. 3637-3640, 2014. (IF-2.84)
14. Amandeep Kaur, Anu Sheetal, Rajan Miglani, “Impact of optical modulation formats on 10 G/2.5 G asymmetric XG-PON system,” Optik, vol. 149, pp. 351-358, 2017. (IF-2.84)

CONFERENCE PUBLICATIONS

1. Amandeep Kaur, M. L. Singh and Anu Sheetal, “Comparison of RZ and NRZ data formats for co-existing GPON and XG-PON system,” International Conference on Advanced Nanomaterials & Emerging Engineering Technologies, Chennai, India, 2013, pp. 666-669.

2. Milanpreet Kaur, Amandeep Kaur and R. S. Sawhney, “Integrated campus management system using cloud computing – A case study of Guru Nanak Dev University,” International Conference on Computing, Communication and Sensor Network (CCSN) 2012, pp. 5-8.

3. Sakshi, Amandeep Kaur and C. K. Jha, “Parametric study and optimization of InGaN based quantum well light emitting diode,” 2016 International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, India, 2016, pp. 1070-1073.

4. Pavan Kumar Mutyala and Amandeep Kaur, “Inventory Optimization of Multi-Echelon Supply Chain under Market Uncertainties,” 1st International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT), NIT Delhi, 2024, pp. 257-262.

5. Ikshita Trivedi and Amandeep Kaur, “Drivers and Barriers of Solar PV Adoption in India: Insights Post National Solar Mission,” IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2025), ABV-IIITM Gwalior. (Accepted)

6. Mr. Amit Namdeorao Dolas, Dr. Roshan M Bodile, Prof. Aryan Kaushik, Dr. Amandeep Kaur, Dr. Rohit Singh and Prof. Periklis Chatzimisios “Integrated AI and 6G Driven e-Health: Enabling Design, Challenges and Future Prospects” 2024 IEEE Conference on Standards for Communications and Networking (CSCN), Belgrade, Serbia , pp. 371-376.

FDP/STC ORGANIZED
1. Title: One-week Short Term Course on Supply Chain Analytics
Duration: 16-22 February 2024
Role: Course Coordinator

2. Title: One week Faculty Development Programme on AI-driven Data Analytics for Business Research and Teaching
Duration: 24 - 30 May 2024
Role: Coordinator

3. Title: One week Faculty Development Programme on Statistical Modelling, Data Mining and Machine Learning for Management Research
Duration: 02 - 08 August 2024
Role: Coordinator

4. Title: AICTE ATAL FDP on Advanced Analytics for Next-generation Industrial Processes
Duration: 23 - 28 December 2024
Role: Co-Coordinator

5. Title: GIAN course on Business Model Innovation
Duration: 02 - 06 January 2025
Role: Co-Coordinator and Programme Secretariat

ADMINISTRATION RESPONSIBILITIES
• Faculty Coordinator, Student Activity Council (SAC) Sports, since April 2024
• Member, Digital Infrastructure Advisory Committee (DIAC), since May 2024
• Member, Institute Disciplinary Committee, since July 2024
• Member, Standing Purchase Committee