Research Objectives

The primary objective of my research is to solve challenging Bioinformatics problems by developing and integrating distributed and parallel data mining and statistical learning technology for an efficient knowledge discovery at large sequence and temporal databases. However, during my studies at Temple I have been working on the following projects.

Research Projects

Data Mining in Bio Medical Sciences

• Predictive Modeling of Patient State and Therapy Optimization

Data Mining in Geo Sciences

• Discriminative Modeling Framework for Mining of Spatio-Temporal Data in Remote Sensing

Data Mining in Social Sciences

• Child protective safety assessment - improving the accuracy of substantiate disposition prediction

Machine Learning

• Evaluating accuracy of the predictor and characterizing the quality of confidence interval estimation of DCI imputed data when data is not missing at random

Social Networks

• Improving the Content Delivery Networks by mining Online Social Networks

Text mining

• Opinion Classification of comments regarding Serbian news text

Parallel computing, Optimization and Metaheuristic methods

• Journal Articles
• Fully Refereed Conference Articles