2024
Foundation Models for Course Equivalency Evaluation.
Proceedings of the IEEE International Conference on Data Mining, 2024
2021
Analyzing College Students' Advising Records To Improve Retention And Graduation Outcome.
Proceedings of the IEEE Frontiers in Education Conference, 2021
Analyzing Computer Science Students' Performance Data to Identify ImpactfulCurricular Changes.
Proceedings of the IEEE Frontiers in Education Conference, 2021
2019
A Data Mining Approach to Understanding Curriculum-Level Factors That Help Students Persist and Graduate.
Proceedings of the IEEE Frontiers in Education Conference, 2019
2017
Patterns in Spatiotemporal Data.
Proceedings of the Encyclopedia of GIS., 2017
2014
"Hey #311, Come Clean My Street!": A Spatio-temporal Sentiment Analysis of Twitter Data and 311 Civil Complaints.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014
2013
A System for Extracting Study Design Parameters from Nutritional Genomics Abstracts.
J. Integr. Bioinform., 2013
Towards human-computer synergetic analysis of large-scale biological data.
BMC Bioinform., 2013
Analytic Feature Selection for Support Vector Machines.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
2012
Open Reconcile: A Practical Open-sourced Ontology-driven Webservice.
Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2012
2011
Mining Biomedical Text towards Building a Quantitative Food-Disease-Gene Network.
Proceedings of the Learning Structure and Schemas from Documents, 2011
Dependency Parsing for Extracting Family History.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Extracting Family History Diagnosis from Clinical Texts.
Proceedings of the ISCA 3rd International Conference on Bioinformatics and Computational Biology, 2011
2010
A Verb-Centric Approach for Relationship Extraction in Biomedical Text.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
On Building a Quantitative Food-Disease-Gene Network.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010
Folding-aware and Structure-conscious 3D Substructures in Folding Data: Identification and Applications.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010
2009
A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009
2008
Patterns in Spatio-temporal Data.
Proceedings of the Encyclopedia of GIS., 2008
XMAS: An Experiential Approach for Visualization, Analysis, and Exploration of Time Series Microarray Data.
Proceedings of the Bioinformatics Research and Development, 2008
An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008
2007
A spatio-temporal mining approach towards summarizing and analyzing protein folding trajectories.
Algorithms Mol. Biol., 2007
2006
Mining Spatial and Spatio-Temporal Patterns in Scientific Data.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006
2005
Toward Unsupervised Correlation Preserving Discretization.
IEEE Trans. Knowl. Data Eng., 2005
Dynamic Classification of Defect Structures in Molecular Dynamics Simulation Data.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
A generalized framework for mining spatio-temporal patterns in scientific data.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Mining Spatial Object Associations for Scientific Data.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps.
Proceedings of the 4th ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2004), 2004
Correlation Preserving Discretization.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
2002
On the Use of Constrained Associations for Web Log Mining.
Proceedings of the WEBKDD 2002, 2002