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Advances in Feature Selection for Data and Pattern Recognition by Urszula Stańczyk

Advances in Feature Selection for Data and Pattern Recognition

by Urszula Stańczyk
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Book cover type: Paperback
  • ISBN13: 9783319884523
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 328
  • Original Price: EUR 99.99
  • Language: English
  • Edition: Softcover Repri
  • Item Weight: 526 grams
  • BISAC Subject(s): Artificial Intelligence / Computer Vision & Pattern Recognition, Data Science / Data Analytics, and Engineering (General)

From the Back Cover
This book presents recent developments and research trends in the field of feature selection for data and pattern recognition, highlighting a number of latest advances.
The field of feature selection is evolving constantly, providing numerous new algorithms, new solutions, and new applications. Some of the advances presented focus on theoretical approaches, introducing novel propositions highlighting and discussing properties of objects, and analysing the intricacies of processes and bounds on computational complexity, while others are dedicated to the specific requirements of application domains or the particularities of tasks waiting to be solved or improved.
Divided into four parts - nature and representation of data; ranking and exploration of features; image, shape, motion, and audio detection and recognition; decision support systems, it is of great interest to a large section of researchers including students, professors and practitioners.

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