Research Projects

Additive Parts-based Data Representation with Non-negative Sparse Autoencoders

Principal Investigator with T. Inanc, Co-PI
September 1, 2016 – August 31, 2019

Humanizing Black Box Big Data Predictions with Power of Explanations

Co-Principal Investigator with O. Nasraoui
June 21, 2014 – June 30, 2015

Computational Intelligence and Machine Learning Virtual Infrastructure Network

Principal Investigator
October 1, 2007 – September 30, 2009

Modeling of Dosing Rate of Erythropoietin using Neural Networks

Collaborating Investigator with M. E. Brier, G. R. Aronoff, A. A. Jacobs
April 1, 2003 – March 31, 2007

Evolving Block-based Neural Networks for Dynamic Environment

Co-Principal Investigator with W. Kong
September 1, 2003 – August 31, 2006

The Development of Neuro-Fuzzy System to Predict Spine Loadings as a Function of Multiple Dimensions of Risk

Co-Principal Investigator with W. Karwowski
October 1, 2002 – September 30, 2006

Modeling of Spatial and Temporal Dynamics in Biological Olfactory System

Principal Investigator with A. G. Lozowski, CoPI
April 1, 2001 – May 31, 2004

Optimal Rule Extraction Using Tunable Neuro-Fuzzy Models

Principal Investigator
May 1, 1998 – April 30, 2002

Integration of Multiple Cues for Robust 3D Object Description: A Computational and Psychophysical Study with Applications

Co-Principal Investigator with A. A. Farag, E. Essock, L. He
November 14, 1997 – November 14, 2000

Neural Networks for Inverse Parameter Modeling of IC Fabrication Stages

Principal Investigator
July 1, 1995 – December 31, 1996

Neural Networks Modeling for Yield Enhancement in Semiconductor Manufacturing

Principal Investigator
July 1, 1993 – September 30, 1995

Neural Networks – Predicted Cyclosporine Dosing in Heart Transplant Patients

Co-Principal Investigator with M. E. Brier, G. R. Aronoff
January 1, 1994 – July 31, 1995

Computational Intelligence: Imitating Life Symposium

Co-Principal Investigator with C. J. Robinson
June 26 – July 2, 1994

Tools for Electronic Circuit Testing and Diagnosis

Co-Principal Investigator with P. B. Aronhime
August 15, 1992 – February 28, 1993

Analog Neural Network Processor for Signal Recognition

Principal Investigator
February 1, 1992 – March 31, 1993

Instrumentation for Integrated Circuit Design Laboratory

Co-Principal Investigator with P. B. Aronhime
December 1, 1988 – September 30, 1991