Talks and Seminars

Talks

A. Statnikov, "Effects of Environment, Genetics and Data Analysis in an Esophageal Cancer Genome-Wide Association Study", Department of Biostatistics Seminar, 10-03-2007, Vanderbilt University, Nashville, TN, USA [Presentation]
N. Fananapazir, "Development and Evaluation of a Prototype System for Automated Analysis of Clinical Mass Spectrometry Data", Master's Thesis Defense, Department of Biomedical Informatics, 02-27-2006, Vanderbilt University, Nashville, TN, USA [Presentation]
C.F. Aliferis, "Analysis of Mass-Throughput Data:鼦 Technical Commentary from the Perspective of Machine Learning", Department of Biomedical Informatics Seminar, Vanderbilt University, 12-07-2005 [Presentation]
A. Statnikov, "Automatic Cancer Diagnostic Decision Support System for Gene Expression Domain", Master's Thesis Defense, Department of Biomedical Informatics, 07-06-2005, Vanderbilt University, Nashville, TN, USA [Presentation]
I. Tsamardinos, "Library of Models: A New Methodology for Temporal Predictive Modeling in Biomedicine Application in Predicting Laboratory Test Abnormalities", Department of Biomedical Informatics Seminar, Vanderbilt University, 11-10-2004 [Presentation]
Y. Aphinyanaphongs, "Learning Boolean Queries for Article Quality Filtering", MedInfo 2004, 09-11-2004 [Presentation]
L.E. Brown, "A Novel Algorithm for Scalable and Accurate Bayesian Network Learning", MedInfo 2004, 09-09-2004 [Presentation]
A. Statnikov, "Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development", MedInfo 2004, 09-11-2004 [Presentation]
I. Tsamardinos, "Advances in Bayesian Network Learning, Causal Discovery, and Variable Selection in Massive Datasets with Applications in Biomedicine", University of Macedonia, 6-23-2004 [Presentation]
C.F. Aliferis, "Feature Selection and Causal Discovery Using Local Structure Induction: Algorithms, Applications, and Challenges", Research Seminar, Department of Biomedical Informatics, Columbia University, 4-23-2004 [Presentation]
C.F. Aliferis, "Feature Selection and Discovery Using Local Structure Induction: Algorithms, Applications, and Challenges", Stanford Medical Informatics Colloquium, 4-8-2004 [Presentation]
C.F. Aliferis, "Large-Scale Variable Selection with Causal Interpretation", School of Health Information Sciences, University of Texas at Houston, 3-24-2004 [Presentation]
L. Frey, "Identifying Markov Blankets with Decision Tree Induction", ICDM 2003, 11-22-2003 [Presentation]
A. Statnikov, "Toward a System to Support Automated Development and Evaluation of Cancer Diagnostic Models from Gene Expression Data", Department of Biomedical Informatics Seminar, Vanderbilt University, 11-19-2003 [Presentation]
Y. Aphinyanaphongs, "Text Categorization for Evidence Based Medicine", AMIA 2003, 11-09-2003 [Presentation]
C.F. Aliferis, "HITON: A Novel Markov Blanket Algorithm for Optimal Variable Selection", AMIA 2003, 11-08-2003 [Presentation]
C.F. Aliferis, "Methodological Aspects of Identifying Biomarkers: The Case of Microarray-Based Lung Cancer Diagnostics", Vanderbilt University Medical Center, Lung SPORE Research Conference, 10-23-2003 [Presentation]
L. Frey, "Identifying Markov Blankets with Decision Tree Induction", Department of Biomedical Informatics Seminar, Vanderbilt University, 10-08-2003 [Presentation]
I. Tsamardinos, "Advances in Bayesian Network Learning, Causal Discovery, and Variable Selection in Massive Datasets with Applications in Biomedicine", Center for Computational Biology Seminar Series, University of Colorado, 9-2003 [Presentation]
C.F. Aliferis, "Markov Blanket Methods for Classification: Applications in the Molecular Diagnosis of Lung Cancer and Thrombin Binding", Department of Biomedical Informatics Seminar, Vanderbilt University, 10-16-2002 [Presentation]
C.F. Aliferis, "Discovery Systems Laboratory (DSL) Research in Causal Discovery", Lecture in Foundations of Biomedical Informatics class, Vanderbilt University, 10-4-2002 [Presentation]
C.F. Aliferis and I. Tsamardinos, "Algorithms for Very Large Scale Causal Discovery & Feature Selection", Overview of Foundational DSL Research, Vanderbilt University, 9-12-2002 [Presentation]
D. Hardin and C.F. Aliferis, "Machine Learning Models For Lung Cancer Classification Using Array Comparative Genomic Hybridization", Vanderbilt Biomathematical Study Group, 5-4-2002
[Presentation]
C.F. Aliferis, "Markov Blanket Algorithms for Feature Selection", Department of Biomedical Informatics Seminar, Vanderbilt University, 2-27-2002 [Presentation]
C.F. Aliferis, "Public Health Informatics, Special Panel: Issues & Opportunities", AMIA 2001, Spring Congress, 2001 [Presentation]

Seminars and Tutorials

C.F. Aliferis and I. Tsamardinos, "Machine Learning for Biomedical Decision Support and Discovery", MedInfo 2004 Tutorial, 9-7-2004 [link]
C.F. Aliferis and I. Tsamardinos, "Machine Learning for Biomedical Decision Support and Discovery", AMIA 2003 Tutorial, 11-7-2003 and 11-8-2003 [link]
C.F. Aliferis, "Machine Learning For Bioinformatics: Feature Selection Methods", Industrial Seminar to Bristol-Myers Squibb Company, Vanderbilt University, 9-17-2002 [Presentation]
C.F. Aliferis, "Statistical Genomics: Making Sense Of All the Data. Bayesian Networks", Vanderbilt University, 5-22-2001 [Presentation]
C.F. Aliferis, "Complex Data Modeling Using Machine Learning", Industrial Seminar to Bristol-Myers Squibb Company, Vanderbilt University, 3-13-02 and 3-14-2002 [Presentation]