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Dong, Guozhu
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Exploiting the power of group differences: using patterns to solve data analysis problems
Dong G., Morgan&Claypool Publishers, San Rafael, CA, 2019. 148 pp. Type: Book (978-1-681735-02-3)
Emerging patterns (EPs) can be used as features, as simple classifiers, and as subpopulation signatures or characterizations. This book presents methods for investigating group differences based on EPs for a variety of data analysis pr...
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Jan 10 2020
Feature engineering for machine learning and data analytics
Dong G., Liu H., CRC Press, Inc., Boca Raton, FL, 2018. 418 pp. Type: Book (978-1-138744-38-7)
“Machine learning,” “data analytics,” “pattern recognition,” “data mining,” “knowledge discovery in databases,” and “artifici...
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Mar 25 2019
Contrast data mining: concepts, algorithms, and applications
Dong G., Bailey J., Chapman & Hall/CRC, Boca Raton, FL, 2012. 434 pp. Type: Book (978-1-439854-32-7)
Part of Chapman & Hall/CRC’s “Data Mining and Knowledge Discovery Series,” this edited book captures new developments and applications related to data mining, as well as summaries of computational tool...
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Jan 24 2013
Sequence data mining (Advances in Database Systems)
Dong G., Pei J., Springer-Verlag New York, Inc., Secaucus, NJ, 2007. 152 pp. Type: Book (9780387699363)
One aspect of data mining (DM) that has recently received increased attention is that of sequence DM. In this short book, Dong and Pei provide a good introductory to the topic, organized into seven chapters...
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Jan 30 2008
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