BIW Publications
Larry Proctor, W. S. Spangler, Ray Strong, Ruoyi Zhou. Using Progressive Discovery to improve the shape and caliber of business decision making. Submitted for publication, 2006.
W. S. Spangler, Jeffrey T. Kreulen. Machines in the Conversation: Detecting Themes and Trends in Informal Communication Streams. IBM System Journal, 2006.
S. Spangler, J. Kreulen, M. Kantardzic and J. Zurada. Interactive Methods of Taxonomy Editing and Validation. Next Generation of Data Mining Applications. John Wiley and Sons, 2005.
Modha D. and Spangler S. Feature Weighting in k-Means Clustering . Machine Learning. 52:3:217-237, September 2003.
Spangler S., Kreulen J. and Lessler J. Generating and Browsing Multiple Taxonomies over a Document Collection . Journal of Management Information Systems Vol. 19:4:191-212, 2003.
BISON Publications
Bin He, Rui Wang, Ying Chen, Ana Lelescu, and James Rhodes BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation . SIGMOD Conference 2007.
James Rhodes, Stephen Boyer, Jeffrey Kreulen, Ying Chen, and Patricia Ordonez Mining Patents Using Molecular Similarity Search . Pacific Symposium on Biocomputing, 2006.
Michael Maximilien, Ying Chen, Jeffrey Kreulen, Ana Lelescu, James Rhodes, Scott Spangler Text Analytics and Data Access as Services: A case study of transforming a legacy client-server text analytics workbench and framework to SOA. . Submitted to Services PIC Computing Conference, 2006
Hakan Hacigumus, James Rhodes, Scott Spangler, and Jeffrey Kreulen Business Information Analysis as Services . International Conference on Extending Database Technology (EDBT'06), 2006
Hakan Hacigumus and James Rhodes Optimal Asynchronous Services Scheduling in BISON . Proc of IEEE International Conference on Services Computing (SCC), 2006
Past Publications (eClassifier)
J. T. Kreulen, W. S. Spangler, Justin Lesser and David Johnson. Modeling Document Taxonomies. IBM Research Report, RJ 10288 (A0303-007) March 2003.
J. T. Kreulen, W. S. Spangler, and Justin Lesser. MindMap: Utilizing Multiple Taxonomies and Visualization to Understand a Document Collection. HCCI, 2002.
W. F. Cody, J. T. Kreulen, V. Krishna and W. S. Spangler. The integration of business intelligence and knowledge management. IBM Systems Journal, 2002.
Spangler S. and Kreulen J. Interactive Methods for Taxonomy Editing and Validation . ACM - CIKM. 2002.
J. T. Kreulen and W. S. SpanglerKnowledge Base Maintenance Using Knowledge Gap Analysis. KDD, 2001.
White Papers