0000-0002-5129-7161 About
Dr. Sonal Jain is a Professor with over 26 years of academic experience. Before joining the PG Department of Computer Science and Information Technology, Sardar Patel University, Vallabh Vidhyanagar, she was associated with GLS Institute of Computer Technology, Ahmedabad for 12 years and then served as Head, Department of Computer Science and Engineering, JK Lakshmipat University, Jaipur for 10 years. Dr. Jain has co-authored books including Personal Computer Software (Wiley India), Simplifying C (Dreamtech Publications), and six textbooks for the Gujarat State Education Board. Dr. Jain has several publications to her credit and she has presented research papers at National and International conferences. She is currently guiding 3 PhD Scholars and four students have been awarded doctoral degree under her guidance. She is the recipient of a Grant for a project titled Early and Automated Diagnosis of Dysgraphia using Deep Neural Network by DST, SERB, GoI, as Co-Principal Investigator. She is a recipient of the Australian Innovation Patent grant, 2 patents by Federal Republic of Germany, 2 Indian patents, Young Scientist Award for Initiatives Discoveries and Developments in the discipline of Information Retrieval by Venus International Foundation, Chennai, and the Vaigyanik Drashtikon Award at the 4th Rajasthan Science Congress. She has also developed a MOOC on Android Application Development. She has been visiting faculty at the University of J.Seyle, Slovenia, Hungary, and also visited Amsterdam University of Applied Sciences under the faculty exchange program at JKLU. Her area of interest for Research, Training, and Consultancy includes Artificial Intelligence, Deep Learning, Machine Learning, and Technology for Education and Healthcare.
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Publications (42)
- Dysgraphia Detection: A Big Data-Driven Analytical Approach Using TL-HHO-CNN Save
- Diabetic retinopathy detection using enhanced bag of visual word framework with grey wolf optimization Save
- SACOENet: an advanced segment anything model enhanced with self-calibrated convolutions and optimized EfficientNetB7 for precise diabetic retinopathy detection Save
- Improved diabetic retinopathy severity classification using squeeze-and-excitation and sparse light weight multi-level attention u-net with transfer learning from xception Save
- Vision transformer-based model for early detection of dysgraphia among school students Save
- A Literature Review of Early-Stage Diabetic Retinopathy Detection Using Deep Learning and Evolutionary Computing Techniques Save
- A Review on Swarm intelligence & Evolutionary Algorithms based Approaches for Diabetic Retinopathy Detection Save
- Software Effort Estimation Development From Neural Networks to Deep Learning Approaches Save
- Water Quality Based Zonal Classification of Rajasthan Using Clustering Save
- Spectral Clustering and Cost-Sensitive Deep Neural Network-Based Undersampling Approach for P2P Lending Data Save