Undergoing Project Grant:
Title of the Project: Voice-based AI Healthcare Assistant: Automating Forms, Inquiries, and Initial Diagnosis
Scope: Healthcare, Natural Language Processing, Automatic Speech Recognition
Funding Agency: Council of Science & Technology, Uttar Pradesh, 2025 (Duration: 2 years)
Investigators: Dr. Sonia Khetarpaul (PI), Dr. Suchi Kumari, Prof. Rajib Mall
Spatio-Temporal Data Mining
Mining patterns from large-scale spatial and temporal datasets.
Trajectory analysis, mobility modeling, and event detection.
Understanding human movement and urban dynamics from location-based data.
Urban Computing and Smart Cities
Traffic prediction and congestion analysis.
Urban mobility analytics using GPS, mobile, and sensor data.
Data-driven solutions for intelligent transportation and smart city planning.
Natural Language Processing (NLP)
Information extraction and text analytics.
Semantic analysis and domain-specific language understanding.
NLP applications for education, healthcare, and legal systems.
Large Language Models (LLMs)
Fine-tuning and adapting foundation models for specialized domains.
Retrieval-Augmented Generation (RAG) and knowledge-enhanced AI.
Responsible and explainable AI applications in education, healthcare, and law.
Information Retrieval and Data Analytics
Search, ranking, and recommendation systems.
Mining structured and unstructured data from social media and web sources.
Knowledge discovery from heterogeneous datasets.
Machine Learning and Artificial Intelligence
Predictive modeling for real-world applications.
Deep learning for spatio-temporal and textual data.
AI-driven decision support systems.
Social Network and Social Media Analytics
Analysis of user behavior and information diffusion.
Community detection and influence analysis.
Mining online social interactions for societal insights.