Machine Learning Techniques for Pattern Discovery ¿ Gene Expressions

Pradeep Kumar Mallick

ISBN 10: 6202006374 / ISBN 13: 9786202006378

Published by LAP LAMBERT Academic Publishing, 2017

About this Item

nach der Bestellung gedruckt Neuware - Printed after ordering - 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 .

Seller Inventory # 9786202006378

Bibliographic Details

• Title: Machine Learning Techniques for Pattern Discovery ¿ Gene Expressions
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2017
• Language: English
• ISBN 10: 6202006374
• ISBN 13: 9786202006378
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 9D millimeters 220 millimeters width by 150 millimeters height by 9 millimeters depth
• Weight: 233 grams

About this title

Synopsis

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 .

About the Author

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.