Data Mining and Machine Learning Lab
Research
- Data Science
Natural Language Processing (Text mining) and clustering (topic modeling).
Comparative analysis of data mining methodologies.
Semantic knowledge and deep neural network (CNN, RNN, and LSTM) approaches for data mining.
- Social Network Analysis
Complex analysis of social networks and social media unstructured data.
Develop methods using AI techniques for the extraction of useful information from social networks.
Investigation of social network to influence healthcare monitoring system and intelligent transportation system.
- Recommendation Systems
Deep learning and semantic knowledge-based recommendation system for social robotics.
Type-2 Fuzzy logic, and Fuzzy logic-based decision making in the presence of uncertainty.
User profiling in recommendation systems.
- Medical Informatics
IoT-based healthcare monitoring system of chronic patients.
Machine learning and AI approaches in healthcare monitoring system.
Medical informatics mining using ontology-based semantic knowledge.
