Machine Learning Techniques for Pattern Discovery - Gene Expressions

ISBN-13: 9786202006378 / Angielski / Miękka / 2017 / 144 str.

Pradeep Kumar Mallick; Srikanta Patnaik; Debahuti Mishra

Opis

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 .

O autorze

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.