Research

• Data Mining
• Data Fusion
• Machine Learning
• Multiway Analysis
• Bioinformatics
• Population Biology
• Social Network Analysis
• Disease Spread Modeling

I worked on the following projects:

• TCF: Tensor Clustering Framework using Multiple-Biomarker Tensors
• UBF: Unified Biclustering Framework for host-pathogen association analysis of tuberculosis patients
• SpoligoforestGenerator: Visualization - spoligoforests and host-pathogen maps
• Epidemiological models of M. tuberculosis complex infections
• Enron email classification using Latent Dirichlet Allocation
• MetPetDB: A database for Metamorphic Petrology

My current and future research projects include:

• UBF: Unified Biclustering Framework on networks
• Discovering document clusters and topics via graphical structure: A case study of Enron
• Non-deterministic tensor decomposition
• Disease spread modeling via online social networks