Teaching Interest

Post Graduate: Predictive Modelling, Advanced Semantic Web; Software Project Management, OOSE.

Under Graduate: Machine Learning, Operating Systems; Database Management System; Software Engineering; OOP using C++.

Computer Skills

List of Publications

Invited Talk

• Delivered expert talk on the topic “Role of AI in Decision Making” on 30^th August 2024 at IGDTUW, Delhi.
• Delivered expert talk on the topic “Machine Learning and its Applications” on 4^th June 2022 at IGDTUW, Delhi.

Conference – Session Chair

• Session Chair in International Conference on Cloud Computing, Data Science and Engineering (Confluence 2023) held during 19^th – 20^th January, 2023 at Amity University, Uttar Pradesh, Noida, India.S
• Session Chair in International Conference on Cloud Computing, Data Science and Engineering (Confluence 2022) held during 27^th – 28^th January, 2022 at Amity University, Uttar Pradesh, Noida, India.
• Session Chair in International Conference on Computational Intelligence in Analytics and Information Systems (CIAIS 2021) held during 2^nd – 3^rd April, 2021 at Manav Rachna University, Faridabad, Haryana, India.
• Session Chair in International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Perspective, and Prospects (COMITCon 2019) held during 14^th - 16^th February, 2019 at Manav Rachna International Institute of Research and Studies, Faridabad, Haryana, India.

Certification

• IBM Certified Database Associate (DB2 9)
• Innovation Readiness Series (University of Texas, USA & FICCCI, India)

SCI/SCIE Journal Publication Details

1. Beniwal, R., & Saraswat, P. (2024). A Hybrid BERT-CPSO Model for Multi-class Depression Detection using Pure Hindi and Hinglish Multimodal Data on Social Media. Computers & Electrical Engineering. Elsevier. [Accepted] [Impact Factor: 4]
2. Kumar, N., & Beniwal, R. (2024). A Multi-Constrained Green Routing Protocol for IoT-based Software-Defined WSN. Concurrency and Computation: Practice and Experience. Wiley. [Accepted] [Impact Factor: 1.5]
3. Kumar, A., Jain, D., & Beniwal, R. (2024). HindiPersonalityNet: Personality Detection in Hindi Conversational Data using Deep Learning with Static Embedding. ACM Transactions on Asian and Low-Resource Language Information Processing, 23(8), 1-13. ACM. [Impact Factor: 1.8]
4. Beniwal, R., & Kumar, N. (2024). Energy Optimized Artificial Hummingbird Algorithm for Routing in IoT-Based Software-Defined WSN. International Journal of Communication Systems, e5748. Wiley. [Impact Factor: 1.7]
5. Beniwal, R., & Saraswat, P. (2024). A Hybrid BERT-CNN Approach for Depression Detection on Social Media Using Multimodal Data. The Computer Journal, bxae018. Oxford University Press. [Impact Factor: 1.4]
6. Sharma, V., Beniwal, R., & Kumar, V. (2024). Multi-level trust-based secure and optimal IoT-WSN routing for environmental monitoring applications. The Journal of Supercomputing, 1-44. Springer. [Impact Factor: 2.5]
7. Sharma, Vishal., Beniwal, R. & Kumar, V. (2023). Towards secure IoT system from a smart city perspective: An optimized algorithm and implementation. Wiley Transactions on Emerging Telecommunications Technologies. Wiley. [SCI Indexed IF:2.5]
8. Kumar, A., Beniwal, R., & Jain, D. (2023). Personality detection using kernel-based ensemble model for leveraging social psychology in online networks. ACM Transactions on Asian and Low-Resource Language Information Processing, 22(5), 1-20. ACM. [Impact Factor: 1.8]

Research Supervision

Ph.D. Awarded

• Dr. Dipika Jain, 2k20/PHDCO/505, Ttile: Deep Learning Models for Automatic Personality Detection in User-generated content

Ph.D. Ongoing

• Nitesh Kumar, 2k20/PHDCO/12, Title: Energy Efficient Multi-QoS Centric Routing Algorithms in Software Defined Wireless Sensor Networks
• Vishal Sharma, 2K20/PHDCO/506, Title: Design and Development of Secure Routing Techniques for IoT based Networks
• Pavi Saraswat, 2K21/PHDCO/05, Title: Depression Detection Using Deep Learning Models Based on Multimodal Social Media Content
• Shrishti Achari, 2k22/PHDCO/501, Title: TBD
• Shreya Shukla, 2k23/PHDCO/01, Title: TBD

Professional Membership     

•  Member, Institute of Electrical and Electronics Engineers (IEEE)
•  Member, Association for Computing Machinery (ACM) 
•  Member, International Association of Engineers (IAENG)
• Life Member, Computer Society of India (CSI) 
• Member, Institution of Electronics and Telecommunication Engineers  (IETE) 
• Life Member, Indian Society for Technical Education (ISTE)

Notice

A bright and talented student with good academic and research record can send their CV to pursue Ph.D. [dr.rohitbeniwal@gmail.com]