Dr Hemlata Sharma
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.
Publications
Journal articles
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
Conference papers
Sybol, S.S., Srivastava, S., & Sharma, H. (2023). Soft Computing Approach for Student Dropouts in Education System. In Soft Computing for Problem Solving, (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). 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).