Focus Areas
Presentations
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A Bayesian Criterion for Clustering Stability
Posted on July 17, 2012 | No CommentsInternational Society for Bayesian Analysis (ISBA) - Kyoto, Japan
June 25th - 29th, 2012
The main ensemble methods discussed are Bayes model averaging, bagging, and stacking. More... -
Clustering Stability: Impossibility and possibility
Posted on January 6, 2012 | No CommentsBanff International Research Station 2011 - Vancouver, Canada
December 15, 2011
This presentation was addressed to a specialized audience of people in Data Mining and Machine Learning. More... -
Clustering Impossibility and Stability
Posted on January 6, 2012 | No CommentsFlorida State University 2011 - Tallahassee, FL
November 8, 2011
This presentation was aimed at a general statistical audience and showed the importance of cluster stability, More... -
Nextone Player: A Music Recommendation System Based on User Behavior
Posted on January 4, 2012 | No CommentsISMIR - Miami, FL
October 24 - 28, 2011
This paper modeled music listeners listening patterns using a "forgetting" factor More... -
Potential Relationship Discovery in Tag-Aware Music Style Clustering and Artist Social Networks
Posted on January 4, 2012 | No Comments12th ISMIR - Miami, Florida
October 24 - 28, 2011
This paper studied the use of the "follower" information in Twitter. More... -
Electrophoresis and Electroosmosisin the Intracellular Transport of Macromolecules
Posted on January 4, 2012 | No CommentsCOMSOL Conference 2011 - Boston, Massachusetts
October 13-15, 2011
This paper illustrates the importance of electroosmosis in the intracellular transport of macromolecules. More... -
Review of Bayesian and Frequentist Statistics
Posted on November 1, 2011 | No CommentsNotre Dame University - Louaize, Lebanon
July 4-9, 2011
This presentation was part 1 of a 4-part course given on the basics of machine learning. More... -
Median Cross-Validation
Posted on September 23, 2011 | No CommentsIISA 2011 - Raleigh, North Carolina
April 21-24, 2011
This presentation argues that a form of median cross-validation was better that regular cross-validation More... -
Normalization Strategies and Pathway Analysis Tools in Quantitative Proteomics of Alzheimer’s Disease
Posted on September 22, 2011 | No CommentsICSB 2010 - Edinburgh, UK
October 11- 14, 2010
Five normalization strategies were compared in the quantitative proteomics study of Alzheimer’s disease (AD). More... -
Pathway Analysis for Discovery of Rejection Mechanism and Biomarkers in Intestinal Transplantation
Posted on September 20, 2011 | No CommentsICSB 2010 - Edinburgh, UK
October 11 - 14, 2010
In this pilot study, we found a list of genes significantly down-regulated in the peripheral blood in the rejection states in three small bowel transplant patients. More...
