Description:
New. Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. This volume presents various theories, methodologies, and algorithms, using both classical approaches and hybrid paradigms. The authors emphasize large datasets with overlapping, intractable, or nonlinear boundary classes, and datasets that demonstrate granular computing in soft frameworks. Organized into eight chapters, the book begins with an introduction to PR, data mining, and knowledge discovery concepts. The authors analyze the tasks of multi-scale data condensation and dimensionality reduction, then explore the problem of learning with support vector machine (SVM). They conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.
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Pattern Recognition Algorithms for Data Mining Paperback - 2019
by Sankar K. Pal; Pabitra Mitra
Details
- Title Pattern Recognition Algorithms for Data Mining
- Author Sankar K. Pal; Pabitra Mitra
- Binding Paperback
- Pages 280
- Volumes 1
- Language ENG
- Publisher CRC Press
- Date 2019-09-19
- ISBN 9780367394240 / 0367394243
- Weight 0.95 lbs (0.43 kg)
- Dimensions 9.1 x 6.1 x 0.8 in (23.11 x 15.49 x 2.03 cm)
- Dewey Decimal Code 006.312
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Pattern Recognition Algorithms for Data Mining
by Sankar K. Pal
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Pattern Recognition Algorithms for Data Mining
by Pal, Sankar K.; Mitra, Pabitra
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CRC Press, 2019. Paperback. Good. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less.Dust jacket quality is not guaranteed.
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Pattern Recognition Algorithms for Data Mining
by Pal, Sankar K./ Mitra, Pabitra
- New
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- Paperback
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Chapman & Hall, 2019. Paperback. New. 280 pages. 9.21x6.14x0.60 inches.
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Pattern Recognition Algorithms for Data Mining
by Sankar K. Pal
- New
- Paperback
- Condition
- New
- Binding
- Paperback
- ISBN 10 / ISBN 13
- 9780367394240 / 0367394243
- Quantity Available
- 1
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Southport, Merseyside, United Kingdom
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$85.46$12.85 shipping to USA
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Paperback / softback. New.
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Stock Photo: Cover May Be Different
Pattern Recognition Algorithms for Data Mining
by Pal, Sankar K./ Mitra, Pabitra
- New
- Paperback
- Condition
- New
- Binding
- Paperback
- ISBN 10 / ISBN 13
- 9780367394240 / 0367394243
- Quantity Available
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Exeter, Devon, United Kingdom
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$106.31$12.91 shipping to USA
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Chapman & Hall, 2019. Paperback. New. 280 pages. 9.21x6.14x0.60 inches.
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$12.91
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Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing (Chapman & Hall/CRC Computer Science & Data Analysis)
by Pal, Sankar K.
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- 9780367394240 / 0367394243
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Newport Coast, California, United States
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$136.27FREE shipping to USA
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paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
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