Instance Selection and Construction for Data Mining The Springer International Series in Engineering and Computer Science

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Feature Extraction Construction and Selection

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Feature selection for knowledge discovery and data mining

By Liu Huan

Social Computing and Behavioral Modeling

By John Salerno, Huan Liu, Michael J. Young

Social Computing Behavioral Modeling and Prediction

By John Salerno, Huan Liu, Michael J. Young

Instance Selection and Construction for Data Mining

By Huan Liu

The ability to analyze and understand massive data sets lags far behind the ability to gather and store the data. To meet this challenge, knowledge discovery and data mining (KDD) is growing rapidl...

Social Computing and Behavioral Modeling

By John Salerno, Huan Liu, Michael J. Young

Feature Selection for Knowledge Discovery and Data Mining

By Huan Liu

With advanced computer technologies and their omnipresent usage, data accumulates in a speed unmatchable by the human's capacity to process data. To meet this growing challenge, the research commun...

Feature Extraction Construction and Selection

By Huan Liu

There is a broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data pre-processing is an...

Feature Selection for Knowledge Discovery and Data Mining

By Huan Liu

With advanced computer technologies and their omnipresent usage, data accumulates in a speed unmatchable by the human's capacity to process data. To meet this growing challenge, the research commun...