Machine Learning Techniques for Pattern Discovery – Gene Expressions

Lieferzeit: Lieferbar innerhalb 14 Tagen

55,90 

ISBN: 6202006374
ISBN 13: 9786202006378
Autor: Mallick, Pradeep Kumar/Patnaik, Srikanta/Mishra, Debahuti
Verlag: LAP LAMBERT Academic Publishing
Umfang: 144 S.
Erscheinungsdatum: 29.10.2017
Auflage: 1/2017
Format: 1 x 22 x 15
Gewicht: 233 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 3097776 Kategorie:

Beschreibung

This book Provides a thorough overview of development in data mining tools is to effectively and efficiently extract useful biological information from gene expression datasets in pattern-recognition to allow the development of clustering and classification techniques. Discuss the incorporated computational models to extract hidden and useful information and illustrates the concepts of feature selection, clustering and classification techniques. This book will maintain and generate an interest in data mining methods. It major findings of this book in detail as follows: complete information on gene clustering, classification of basic concepts in data mining, expanded explanation of hybrid pattern discovery techniques, stating and development of new algorithmic approaches step by step.

Autorenporträt

Dr. Pradeep Kumar Mallick is currently working as a Professor in the Department of Computer Science and Engineering, Vignana Bharathi Institute of Technology, Hyderabad, India. His current area of research is Data Mining, Machine Intelligence and Image Processing. He published more than 35 papers in international journals and authored 3 books.

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