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Focusing on pattern-based problem-solving, this book explores methods for addressing various machine learning and data analysis challenges. It emphasizes the use of group differences, particularly through emerging patterns, which reveal significant discrepancies in data across different groups. The content is enriched with numerous applications beyond computing, showcasing the versatility and effectiveness of these techniques in diverse fields.
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Exploiting the Power of Group Differences, Guozhu Dong
- Language
- Released
- 2019
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- Title
- Exploiting the Power of Group Differences
- Subtitle
- Using Patterns to Solve Data Analysis Problems
- Language
- English
- Authors
- Guozhu Dong
- Publisher
- Springer International Publishing
- Publisher
- 2019
- Format
- Paperback
- Pages
- 148
- ISBN13
- 9783031007859
- Category
- Mathematics
- Description
- Focusing on pattern-based problem-solving, this book explores methods for addressing various machine learning and data analysis challenges. It emphasizes the use of group differences, particularly through emerging patterns, which reveal significant discrepancies in data across different groups. The content is enriched with numerous applications beyond computing, showcasing the versatility and effectiveness of these techniques in diverse fields.