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Advances in Feature Selection for Data and Pattern Recognition (Intelligent Systems Reference Library #138)
This book presents recent developments and research trends in the field of feature selection for data and pattern recognition, highlighting a number of latest advances. The field of feature selection is evolving constantly, providing numerous new algorithms, new solutions, and new applications. So... More
Language: ENGCopyright: 2018 -
Rough Sets
by Dominik Ślęzak • Yiyu Yao • Davide Ciucci • Lech Polkowski • Piotr Artiemjew • Dun Liu • Beata ZieloskoDecision trees and decision rule systems are widely used in different applications as algorithms for problem solving, as predictors, and as a way for knowledge representation. Reducts play key role in the problem of attribute (feature) selection. The aims of this book are (i) the consideration of ... More
Language: ENGCopyright: 2011 -
Rough Sets: International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3–7, 2017, Proceedings, Part I (Lecture Notes in Computer Science #10313)
by Dominik Ślęzak • Yiyu Yao • Davide Ciucci • Lech Polkowski • Piotr Artiemjew • Dun Liu • Beata ZieloskoDecision trees and decision rule systems are widely used in different applications as algorithms for problem solving, as predictors, and as a way for knowledge representation. Reducts play key role in the problem of attribute (feature) selection. The aims of this book are (i) the consideration of ... More
Language: ENGCopyright: 2011