Publications Susan P. Imberman Ph.D.

       

REFEREED ARTICLES 

 

Using Dependency/Association Rules to Find Indications for Computerized Tomography In A Head Trauma Dataset,  Susan P. Imberman, Bernard Domanski, Hilary W. Thompson.  International  Journal of Artificial Intelligence in Medicine, special issue on medical data mining.  September 2002, pgs 55-68

 

The KDD Process And Data Mining For Computer Performance Professionals, Susan P. Imberman.  Journal of Computing Resources, Summer 2002 Issue 107, pgs 68-77

 

Long Term Study of Accommodative Esotropia,  Irene H. Ludwig, MD, Susan P. Imberman, PhD, Hilary Thompson, PhD, Marshall M. Parks, MD, Transactions of the American Ophthalmological Society, Vol. 101, 2003

 

       REFEREED PROCEEDINGS

 

Using Booleanized Data To Discover Better Relationships Between Metrics, Susan P. Imberman, Bernard Domanski, Robert Orchard, Proceedings of CMG99, December 1999

 

Finding Association Rules From Quantitative Data Using Data Booleanization, Susan P. Imberman, Bernard Domanski, Proceedings of the Seventh Americas Conference on Information Systems, August 2001

 

Boolean Analyzer - An Algorithm That Uses A Probabilistic Interestingness Measure to find Dependency/Association Rules In A Head Trauma Dataset, Susan P. Imberman, Bernard Domanski, Hilary W. Thompson, Intelligent Data Analysis in Medicine and Pharmacology, A Workshop at the Tenth World Congress on Health and Medical Informatics, Medinfo 2001, September 2001.

 

Effective Use Of The KDD Process And Data Mining For Computer Performance Professionals, Susan P. Imberman, Proceedings of CMG 2001, December 2001

 

Teaching Neural Networks Using Lego-Handyboard Robots in an Artificial Intelligence Course,  Susan P. Imberman.  SIGCSE Technical Symposium on Computer Education, February 2003

 

 

 

THESIS

 

Comparative Statistical Analyses of Automated Booleanization Methods , Graduate Center City University of New York, June 1999.