Ebook: Exploiting the power of group differences: using patterns to solve data analysis problems
Author: Dong Guozhu
- Tags: Data mining, Group theory--Data processing, Machine learning, Pattern perception--Data processing, Quantitative research, Group theory -- Data processing, Pattern perception -- Data processing
- Series: Synthesis lectures on data mining and knowledge discovery #16
- Year: 2019
- Publisher: Morgan & Claypool Publishers
- City: San Rafael, Calif.
- Language: English
- pdf
"This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represented using emerging patterns (aka contrast patterns), which are patterns that match significantly different numbers of instances in different data groups. A large number of applications outside of the computing discipline are also included"--Back cover.
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