Dipti P. Rana

Dipti P. Rana is working as Assistant Professor in the Computer Engineering Department, Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India. She completed her Ph.D. in from SVNIT, Surat. She has 21+ years of experience in teaching. She delivers expert talks at national and research organizations. She supervised 15+ M. Tech. theses and currently supervising 5+ Ph.D. students. She published many papers in reputed conferences and international journals and served as reviewer in international conferences and peer reviewed journals. She published a book on “Temporal Association Rule Based Models for Weather Prediction”. Her current area of research includes Big Data Mining especially in the field of imbalanced data, health data, social network and legal data, machine learning, artificial intelligence and high performance computing.

Publications

Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
Dipti P. Rana, Rupa G. Mehta. © 2021. 309 pages.
Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health...
Topic Sensitive User Clustering Using Sentiment Score and Similarity Measures: Big Data and Social Network
Topic Sensitive User Clustering Using Sentiment Score and Similarity Measures: Big Data and Social Network
Bharat Tidke, Rupa G. Mehta, Dipti P. Rana, Hullash Jangir. © 2020. 12 pages.
Social media data (SMD) is driven by statistical and analytical technologies to obtain information for various decisions. SMD is vast and evolutionary in nature which makes...