Personal Information

Dr. Bhavna Saini

Assistant Professor
Department of Data Science & Analytics

Ph.D. in Computer Science and Engg from Manipal University Jaipur, India, M.Tech. (CSE) from Central University of Rajasthan, India, and B.E. (CSE) from University of Rajasthan, Jaipur, India.

bhavna.saini@curaj.ac.in

Data Science

Artificial Intelligence

Machine Learning

Deep Learning

Big Data Analytics

  • Ph.D. from Manipal University Jaipur.
  • M.Tech. (CSE) from Central University of Rajasthan Ajmer
  • B.E (CSE) from University of Rajasthan

Google Scholar : https://scholar.google.com/citations?user=AYsfvOYAAAAJ&hl=en 

 

Research Supervision

  Ph.D. Students

  • Ms. Anatika Johari (August 2025 - Present)
  • Ms. Aditi Gaur (August 2025 - Present)

 

Postgraduate Students

 

 

 

 

S. No. Authors Title of Article Journal/Conference Details Journal/Conference Publication Year
1 4 Comprehensive analysis of gender recognition performance using MobileNet and vision transformer with Grad-CAM and LIME Discover Artificial Intelligence Journal 2026
2 3 Neural Image Captioning in Radiology Using CNN LSTM Approach with Clinical Relevance 2025 International Conference on Information, Implementation, and Innovation in Technology (I2ITCON) Conference 2025

Journal Publications

2021 Saini, B., Saini, D. K., Srivastava, S., and Aggarwal, M. (2021). A Study of Lightweight Approaches to Analyze Crime Conditions in India. Journal of Applied Security Research, 1-25.

2021 Yadav, A., Saini, B., Verma, V. K., and Pal, V. (2021). A joint medical image compression and encryption using AMBTC and hybrid chaotic system. Journal of Discrete Mathematical Sciences and Cryptography, 24(8), 2233-2244.

2020 Saini, B., Srivastava, S., and Bajpai, A. (2020). Deep cnn model for nanotoxicity classification using microscopic images. International Journal of Advances in Soft Computing and Its Applications, 12(2).

2020 Mahajan, G., and Saini, B. (2020). Educational Data Mining: A state-of-the-art survey on tools and techniques used in EDM. International Journal of Computer Applications and Information Technology, 12(1), 310-316.

2019 Saini, B., Srivastava, S., and Bajpai, A. K. (2019). Robust Automated detection of Nanocarriers Toxicity using Microscopic Image Analysis. EAI Endorsed Transactions on Scalable Information Systems, 6(20).

 

Conferences and Book Chapters

2022 Saini, B., Aggarwal, G., Yadav, A., and Nautiyal, K. (2022). A Reliable Blockchain Application for Music in a Decentralized Network. In Security Analytics (pp. 1-14). Chapman and Hall CRC.

2022 Yadav, A., and Saini, B. (2022). Crıme Data Analysıs Usıng Machıne Learnıng Technıques. In Intelligent Sustainable Systems: Proceedings of ICISS 2022 (pp. 727-736). Singapore: Springer Nature Singapore.

2022 Sanjith, S. S., Srivastava, S., Kumar, A., and Saini, B. (2022, January). Pneumonia Detection Using Data Mining Techniques. In 2022 International Conference for Advancement in Technology (ICONAT) (pp. 1-8). IEEE.

2021 Saini, B., Mahajan, G., and Sharma, H. (2021, March). An Analytical Approach to Predict Employability Status of Students. In IOP Conference Series: Materials Science and Engineering (Vol. 1099, No. 1, p. 012007). IOP Publishing.

2021 Saini, B., Yadav, A., and Aggarwal, G. (2021, July). Nanotoxicity: Analyzing Toxic Nature of Nanomate- rials using Computational Modelling. In 2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) (pp. 01-05). IEEE.

2021 Kavita, M., Sharma, N. V.,  and Saini, B. (2021,  November).  Comparing Neuroevolution Algorithms Using Self Driving Car. In 2021 International Conference on Technological Advancements and Innovations (ICTAI) (pp. 346-350). IEEE.

2019  Saini, B., and Srivastava, S. (2019). Nanoinformatics: predicting toxicity using computational modeling. In Computational Intelligence and Big Data Analytics (pp. 65-73). Springer, Singapore.

2019 Mahajan, G., Saini, B., and Almas, T. (2019, February). Taxonomy on RapidMiner Using Machine Learning. In Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur-India..

2019 Toppireddy, H. K. R., Saini, B., and Hada, P. S. (2019, February). Academic Enhancement System using EDM Approach. In 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP) (pp. 1-10). IEEE.

2019 Mahajan, G., Saini, B., and Anand, S. (2019, February). Malware classification using machine learn- ing algorithms and tools. In 2019 Second international conference on advanced computational and communication paradigms (ICACCP) (pp. 1-8). IEEE.

2018 Saini, B., and Srivastava, S. (2018, April). Nanotoxicity prediction using computational modelling-review and future directions. In IOP Conference Series: Materials Science and Engineering (Vol. 348, No. 1, p. 012005). IOP Publishing.

2018 ToppiReddy, H. K. R., Saini, B., and Mahajan, G. (2018). Crime prediction and monitoring framework based on spatial analysis. Procedia computer science, 132, 696-705.

2014 Saini, B., and Somani, G. (2014, March). Index page based EDoS attacks in infrastructure cloud. In International Conference on Security in Computer Networks and Distributed Systems (pp. 382-395). Springer, Berlin, Heidelberg.

Patents

2021 A System and a method for E-commerce epidemic models, (Granted).

2021 Sign Language Translator, (Granted).

Organized

  • Organized One Day Datathon WiDS (Women in Data Science) CURAJ - 2024 on May 3rd, 2024