Dr Hemlata Sharma
Senior Lecturer in Digital Analytics and Technology
Summary
I have more than a decade (14+ years) of experience in Industry and Academia altogether. I have done PhD in Computer Science Engineering from Banasthali Vidyapith, Rajasthan in 2019. My research interest area includes IOT, Artificial Intelligence, Machine Learning, Data Science, Text mining and NLP. I have published and presented research papers in various National/International Journals and Conferences. I have been invited as a resource person for various Management/Faculty development Programs and expert talks on topics like Machine Learning, Visualization using Tableau, Industry 4.o etc.
Teaching
School of Computing and Digital Technologies
College of Business, Technology and Engineering
Publications
Journal articles
Sharma, H., Ud Din, F., & Ogunleye, B. (2024). Electric Vehicle Sentiment Analysis Using Large Language Models. Analytics, 3 (4), 425-438. http://doi.org/10.3390/analytics3040023
Ogunleye, B., Sharma, H., & Shobayo, O. (2024). Sentiment Informed Sentence BERT-Ensemble Algorithm for Depression Detection. Big Data and Cognitive Computing, 8 (9). http://doi.org/10.3390/bdcc8090112
Ogunleye, B., Zakariyyah, K.I., Ajao, O., Olayinka, O., & Sharma, H. (2024). A Systematic Review of Generative AI for Teaching and Learning Practice. Education Sciences, 14 (6). http://doi.org/10.3390/educsci14060636
Nandini, Y.V., Lakshmi, T.J., Enduri, M.K., & Sharma, H. (2024). Link Prediction in Complex Networks Using Average Centrality-Based Similarity Score. Entropy, 26 (6). http://doi.org/10.3390/e26060433
Nandini, Y.V., Tangirala, J.L., Enduri, M.K., Sharma, H., & Ahmad, M.W. (2024). Extending Graph-Based LP Techniques for Enhanced Insights Into Complex Hypergraph Networks. IEEE Access, 12, 51208-51222. http://doi.org/10.1109/access.2024.3385320
Ogunleye, B., Zakariyyah, K., Ajao, O., Olayinka, O., & Sharma, H. (2024). Higher education assessment practice in the era of generative AI tools. Journal of Applied Learning & Teaching, 7 (1). http://doi.org/10.37074/jalt.2024.7.1.28
Sharma, H., Andhalkar, A., Ajao, O., & Ogunleye, B. (2024). Analysing the Influence of Macroeconomic Factors on Credit Risk in the UK Banking Sector. Analytics, 3 (1), 63-83. http://doi.org/10.3390/analytics3010005
Sharma, H., Harsora, H., & Ogunleye, B. (2024). An Optimal House Price Prediction Algorithm: XGBoost. Analytics, 3 (1), 30-45. http://doi.org/10.3390/analytics3010003
Tokala, S., Enduri, M.K., Tangirala, J.L., & Sharma, H. (2023). Community-Based Matrix Factorization (CBMF) Approach for Enhancing Quality of Recommendations. Entropy, 25 (9). http://doi.org/10.3390/e25091360
Khari, M., González Crespo, R., & Sharma, H. (2023). Guest editorial of the special issue ‘human-centric, decentralised, and hyper automated cyber-physical systems’. Journal of Control and Decision, 10 (1), 1-2. http://doi.org/10.1080/23307706.2022.2145059
Tokala, S., Enduri, M.K., Lakshmi, T.J., Hajarathaiah, K., & Sharma, H. (n.d.). Empirical Analysis of Variations of Matrix Factorization in Recommender Systems. International Journal of Advanced Computer Science and Applications, 16 (1). http://doi.org/10.14569/ijacsa.2025.01601108
Conference papers
Sybol, S.S., Srivastava, S., & Sharma, H. (2023). Soft Computing Approach for Student Dropouts in Education System. In Lecture Notes in Networks and Systems, (pp. 325-335). Springer Nature Singapore: http://doi.org/10.1007/978-981-19-6525-8_25
Sharma, H., & Chug, A. (2015). Dynamic metrics are superior than static metrics in maintainability prediction: An empirical case study. 2015 4th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions), 1-6. http://doi.org/10.1109/icrito.2015.7359354
Book chapters
Sharma, H., Srivastava, S., & Gupta, V. (2023). Application and challenges of optimization in Internet of Things (IoT). In Nature-Inspired Optimization Algorithms and Soft Computing: Methods, Technology and Applications for IoTs, Smart Cities, Healthcare and Industrial Automation. (pp. 147-172).