Research Publications

Community structure analysis of interaction networks derived from gene expression signatures for Duchenne Muscular Dystrophy

Submitted Journal Paper
BioMed Central (BMC) Systems Biology

Modularity detection in protein-protein interaction Networks

Published Journal Paper
BioMed Central (BMC)

Modelling the Effect of Allergen Exposure on Sensitization in Relation to Atopy during Childhood: A Machine Learning Approach

   Published Poster
   6th Annual Workshop for Women in Machine Learning (WiML)
   Dec 2011, Granada, Spain

The Pottery Informatics Query Database: A New Method for Mathematic and Quantitative Analyses of Large Regional Ceramic Datasets

Published Journal Paper
Journal of Archaeological Method Theory

Community Detection in Biological Networks Using a Variational Bayes Approach

   Accepted Paper
   3rd International Conference on Bioinformatics and Computational Biology
   Mar 2011, New Orleans, LA

SVM-SPLIT: A Divide-and-Conquer Approach to Protein Homology Detection using Support Vector Machines with Binary Tree Architecture

   Accepted Poster, also awarded Student Registration Scholarship
   Symposium on Machine Learning and Applications, 3rd Intl. Conf. on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)
   Dec 2007, Melbourne, Australia

Application of Support Vector Machines for Epileptic Seizure Prediction

   Accepted Poster
   Proc. of the 61st Annual Meeting of the American Epilepsy Society
   Dec 2007, Philadelphia, PA

Towards Leveraging Inference Web to Support Intuitive Explanations in Recommender Systems for Automated Career Counseling

   Accepted Paper
   Proc. of the Intl. Conf. on Advances in Computer-Human Interaction (ACHI '08) published by IEEE Computer Society Press (online via IEEE XPlore    Digital Library)
   Feb 2008, Sainte Luce, Martinique

Exploring the Support for Spoken Natural Language Explanations in Inference Web

   Accepted Position-Paper
   Workshop on Recommender Systems, 18th European Conference on Artificial Intelligence (ECAI)
   July 2008, Patras, Greece