Address

Room No. 210-D, Academic Block - 4, Delhi Technological University, Shahbad, Daulatpur, Main Bawana Road, Delhi-110042, India.

Teaching Interest

Post Graduate: Predictive Modelling, Software Project Management, Object Oreinted Software Engineering, Advanced Semantic Web.

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

Research Profile

Supervision/ Guidance

Ph.D. Supervision Details:

M.Tech Supervision Details:

Research Publications (Last 5 years Only)

Journals Papers

1. Beniwal, R., Kumar, V., & Sharma, V. (2025). A Multi?Cluster Security Framework for Healthcare IoT: The Synergy of Redundant Byzantine Fault Tolerance with Extensions and Coati-Based Network. Wiley Transactions on Emerging Telecommunications Technologies. Wiley. [SCI Indexed IF:2.5]
2. 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, 120, 109786. Elsevier. [SCI Indexed IF:4]
3. Kumar, N., & Beniwal, R. (2024). A Multi-Constrained Green Routing Protocol for IoT-based Software-Defined WSN. Concurrency and Computation: Practice and Experience. Wiley, e8306. [SCI Indexed IF:1.5]
4. 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. [SCI Indexed IF:2]
5. 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. [SCI Indexed IF:2.1]
6. 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. [SCI Indexed IF:1.4]
7. 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. [SCI Indexed IF:3.3]
8. 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:3.6]
9. 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. [SCI Indexed IF:2]
10. Bhatia, M. P. S., Kumar, A., & Beniwal, R. (2021). An optimized classification of apps reviews for improving requirement engineering. Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science), 14(5), 1390-1399. Bentham Science. [Scopus Indexed]
11. Bhatia, M. P. S., Kumar, A., Beniwal, R., & Malik, T. (2020). Ontology driven software development for automatic detection and updation of software requirement specifications. Journal of Discrete Mathematical Sciences and Cryptography, 23(1), 197-208. Taylor & Francis. [Scopus & ESCI Indexed]

Conference Papers

1. Bansal, A., & Beniwal, R. (2024, July). Sentiment Classification on Suicide Notes Using GPT, Bi-LSTM and CNN. In 2024 Asia Pacific Conference on Innovation in Technology (APCIT) (pp. 1-5). IEEE. [Scopus Indexed]
2. Beniwal, R., Dinkar, A. K., Kumar, A., & Panchal, A. (2024, July). A Hybrid Deep Learning Model for Sentiment Analysis of IMDB Movies Reviews. In 2024 Asia Pacific Conference on Innovation in Technology (APCIT) (pp. 1-7). IEEE. [Scopus Indexed]
3. Saraswat, P., & Beniwal, R. (2024, July). BERT-based RNN for Effective Detection of Depression with Severity Levels from Text Data. In 2024 IEEE Symposium on Wireless Technology & Applications (ISWTA) (pp. 52-56). IEEE. [Scopus Indexed]
4. Beniwal, R., Sachin, S., Satyam, S., & Kumar, S. (2024, June). Leaf Analysis for Disease Identification using Transfer learning. In 2024 International Conference on Circuit, Systems and Communication (ICCSC) (pp. 1-6). IEEE. [Scopus Indexed]
5. Beniwal, R., & Dobhal, A. (2024). Sentiment Classification on Suicide Notes Using Bi-LSTM Model. Proceedings of Data Analytics and Management: ICDAM 2023, Volume 2, 786, 1. Springer. [Scopus Indexed]
6. Beniwal, R., Dubey, S., Gupta, S., & Gakhar, S. (2023, December). Early Diabetic Retinopathy Detection using Data Augmentation Techniques and DenseNet-121. In 2023 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) (pp. 739-742). IEEE. [Scopus Indexed]
7. Beniwal, R., Kumar, N., & Rathore, N. (2023, December). Digital Fencing–A Solution to Animal-Human Conflict. In 2023 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) (pp. 749-756). IEEE. [Scopus Indexed]
8. Beniwal, R., Batra, S., Gupta, S., & Shekhar, S. (2023, June). Hindi Hit Songs Prediction Using Machine Learning Algorithms. In 2023 3rd International Conference on Intelligent Technologies (CONIT) (pp. 1-5). IEEE. [Scopus Indexed]
9. Beniwal, R., Jha, S., Mehta, S., & Dhiman, R. (2023, June). Cyberbullying Detection using Deep Learning Models in Bengali Language. In 2023 3rd International Conference on Intelligent Technologies (CONIT) (pp. 1-5). IEEE. [Scopus Indexed]
10. Jaiswal, P., Kakkar, R., & Beniwal, R. (2023, May). Abenet: An emotion recognition for Bengali language. In 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) (pp. 87-91). IEEE. [Scopus Indexed]
11. Jain, D., Beniwal, R., & Kumar, A. (2023, March). ByaktitbaNet: Deep Neural Network for Personality Detection in Bengali Conversational Data. In Doctoral Symposium on Computational Intelligence (pp. 703-713). Springer. [Best Paper Awarded] [Scopus Indexed]
12. Beniwal, R., Vaishy, A., & Dhama, G. K. (2023, February). COVID Detection Using Chest X-ray Images Using Ensembled Deep Learning. In Intelligent Data Engineering and Analytics: Proceedings of the 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022) (pp. 543-553). Springer.  [Scopus Indexed]
13. Agarwal, A., Ankit, A., Meena, D. K., & Beniwal, R. (2022, December). Comparative Study on Pairs Trading Using Machine Learning Algorithms. In 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) (pp. 242-248). IEEE. [Scopus Indexed]
14. Jain, D., Kumar, A., & Beniwal, R. (2022, July). Personality BERT: A Transformer-Based Model for Personality Detection from Textual Data. In Proceedings of International Conference on Computing and Communication Networks (pp. 515-522). Springer. [Scopus Indexed]
15. Beniwal, R., Abhijeet, K., Kumar, K., & Sagar, M. (2022). Ontology Driven Software Development for Better Understanding and Maintenance of Software System. In Second International Conference on Sustainable Technologies for Computational Intelligence (pp. 73-81). Springer.
16. Beniwal, R., Nag, B., Saraswat, A., & Gulati, P. (2022). Static Hand Sign Recognition Using Wavelet Transform and Convolutional Neural Network. In Second International Conference on Sustainable Technologies for Computational Intelligence (pp. 151-162). Springer.
17. Beniwal, R., Bhardwaj, D., Raghav, B. P., & Negi, D. (2022). Text Similarity Identification Based on CNN and CNN-LSTM Model. In Second International Conference on Sustainable Technologies for Computational Intelligence (pp. 47-58). Springer.
18. Beniwal, R., Khairwal, R., Mahajan, R., & Singh, S. P. N. (2021, August). A Comparison of Similarity Measures for Neighbourhood Based Collaborative Filtering Recommender Systems. In 2021 Asian Conference on Innovation in Technology (ASIANCON) (pp. 1-6). IEEE. [Scopus Indexed]
19. Beniwal, R., Jain, M., & Gupta, Y. (2021). Opinion Mining to Aid User Acceptance Testing for Open Beta Versions. In Proceedings of International Conference on Artificial Intelligence and Applications (pp. 291-301). Springer. [Scopus Indexed]
20. Beniwal, R., Danish, M., & Goel, A. (2019, December). A Smart Discussion Forum Website. In International Conference on Soft Computing and Pattern Recognition (pp. 41-49). Springer. [Scopus Indexed]

Book Chapters

1. Beniwal, R., & Singh, A. (2022). Real-Time Object Detection and Distance Approximation. In Proceedings of Data Analytics and Management (pp. 49-60). Springer. [Scopus Indexed]
2. Beniwal, R., & Maurya, A. (2021). Toxic Comment Classification Using Hybrid Deep Learning Model. In Sustainable Communication Networks and Application (pp. 461-473). Springer. [Scopus Indexed]
3. Beniwal, R., Debnath, K., Jha, D., & Singh, M. (2021). Hybrid Recommender System Using Artificial Bee Colony Based on Graph Database. In Data Analytics and Management (pp. 687-699). Springer. [Scopus Indexed]
4. Beniwal, R., Dahiya, S., Kumar, D., Yadav, D., & Pal, D. (2021). NPMREC: NPM Packages and Similar Projects Recommendation System. In Data Analytics and Management (pp. 701-710). Springer. [Scopus Indexed]
5. Beniwal, R., Patidar, S., Tomar, R., & Khatta, R. (2021). Comparative Study of Cooling Solutions of a Drone Based on Raspberry Pi Deducing the Most Efficient Cooling Method. In Computer Networks and Inventive Communication Technologies (pp. 269-281). Springer. [Scopus Indexed]

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)

Notice

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