Scholar
Sonali Agarwal
Google Scholar ID: hPvt6d8AAAAJ
Associate Professor, Indian Institute of Information Technology, Allahabad, India
Advance Data Mining
Big Data Mining
Big Data Storage and Computing Tools
Support Vector Machines
Twin Support Vector Machine
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Citations & Impact
All-time
Citations
4,843
H-index
30
i10-index
75
Publications
20
Co-authors
22
list available
Contact
No contact links provided.
Publications
10 items
Leveraging Commit Size Context and Hyper Co-Change Graph Centralities for Defect Prediction
2026
Cited
0
Ontology-Based Knowledge Modeling and Uncertainty-Aware Outdoor Air Quality Assessment Using Weighted Interval Type-2 Fuzzy Logic
2026
Cited
0
A Review of Ontology-Driven Big Data Analytics in Healthcare: Challenges, Tools, and Applications
2025
Cited
0
Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study
2025
Cited
0
Co-Change Graph Entropy: A New Process Metric for Defect Prediction
2025
Cited
0
OCEP: An Ontology-Based Complex Event Processing Framework for Healthcare Decision Support in Big Data Analytics
2025
Cited
0
Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions
2025
Cited
0
Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Improving Medical Diagnostics with Deep Neural Networks' in Nature Communications, 2021
- Best Paper Award at International Conference on Machine Learning, 2020
- Holds two U.S. patents related to image recognition technology
Research Experience
- Research Assistant at Stanford University, 2018-2022
- Project Involvement: Application of Deep Learning in Medical Imaging
- Intern at MIT, Summer 2017, Participated in NLP Projects
Education
- Ph.D., Stanford University, Department of Computer Science, 2018-2022, Advisor: Prof. Li
- M.S., Massachusetts Institute of Technology, EECS, 2016-2018
- B.S., University of California, Berkeley, EECS, 2012-2016
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction in free time
- Passionate about photography, especially nature landscapes
Co-authors
22 total
Sanjay Kumar Sonbhadra
Institute of Technical Education & Research, Siksha 'O' Anusandhan (Deemed to be University)
Co-author 2
Co-author 3
Co-author 4
Ritesh Chandra
Indian Institute of Information Technology Allahabad
Co-author 6
Dr. Sadhana Tiwari
IIIT Allahabad
Co-author 8
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