Dale E. Nelson, Janusz A. Starzyk, Senior Member, D. David Ensley
Abstract —This paper explores the use of wavelets to improve the selection of discriminant features in the target recognition problem using High Range Resolution (HRR) radar signals in an air to...
Dale E. Nelson, Janusz A. Starzyk
Rough Set Theory (RST) is a recent development in the area of data mining and knowledge discovery. RST is an emerging Automatic Target Recognition (ATR) methodology for determining features and then...
Fusing Marginal Reducts for HRR Target Identification (2009)
Dale E. Nelson, Janusz A. Starzyk
Rough set theory has not been applied to automatic target recognition (ATR) problems because the problems of interest were too large. The determination of reducts (classifiers) was a problem whose...
Iterated wavelet transformation and signal discrimination for HRR radar target recognition (2009)
Dale E. Nelson, Senior Member, Janusz A. Starzyk, Senior Member, D. David Ensley
Abstract—This paper explores the use of wavelets to improve the selection of discriminant features in the target recognition problem using high range resolution (HRR) radar signals in an air to air...
“HIGH RANGE RESOLUTION RADAR TARGET CLASSIFICATION: A ROUGH SET APPROACH” (2009)
Fritz J, Dolores H. Russ, Dale E. Nelson, Fritz J, Dolores H. Russ
ii Acknowledgements This dissertation is the culmination of 20 years of effort. It could not have been accomplished without the help and support of many people. I first want to thank my wife, Chris,...
High Range Resolution Radar Signal Classification A Partitioned Rough Set Approach (2009)
Abstract − In Automatic Target Recognition (ATR) systems there are advantages to developing classifiers based on a portion of the signal. A partitioning technique is introduced in this paper that...
Reduct Generation in Information Systems (2008)
Janusz Starzyk, Dale E. Nelson, Kirk Sturtz
Abstract – When data sets are analyzed, statistical pattern recognition is often used to find the information hidden in the data. Another approach to information discovery is data mining. Data...
High range resolution radar target classification :--a rough set approach. (2001)
Thesis (Ph.D.)--Ohio University, June, 2001.
High range resolution radar target classification: A rough set approach (2001)
High Range Resolution (HRR) radar is one sensor of interest to the military. This sensor collects data which is a range profile of an aircraft, the result of electromagnetic scattering from the...
High range resolution radar target classification: A rough set approach (2001)
High Range Resolution (HRR) radar is one sensor of interest to the military. This sensor collects data which is a range profile of an aircraft, the result of electromagnetic scattering from the...
A Mathematical Foundation for Improved Reduct Generation in Information Systems (2000)
Janusz A. Starzyk, Senior Member, Dale E. Nelson, Kirk Sturtz
Abstract — When data sets are analyzed, statistical pattern recognition is often used to find the information hidden in the data. Another approach to information discovery is data mining. Data...
SDS : a student development system / (1981)
Thesis (M.S.)--Wright State University, 1981.