Data Mining for Bioinformatics by Sumeet Dua

Data Mining for Bioinformatics by Sumeet Dua

Covering theory, algorithms, and methodologies, as well as data mining technologies, this book presents a discussion of data-intensive computations used in data mining applied to bioinformatics. It explains data mining design concepts to build applications and systems.

Sumeet Dua is an Upchurch endowed professor of computer science and interim director of computer science, electrical engineering, and electrical engineering technology in the College of Engineering and Science at Louisiana Tech University. He obtained his PhD in computer science from Louisiana State University in 2002. He has coauthored/edited 3 books, has published over 50 research papers in leading journals and conferences, and has advised over 22 graduate thesis and dissertations in the areas of data mining, knowledge discovery, and computational learning in high-dimensional datasets. NIH, NSF, AFRL, AFOSR, NASA, and LA-BOR have supported his research. He frequently serves as a panelist for the NSF and NIH (over 17 panels) and has presented over 25 keynotes, invited talks, and workshops at international conferences and educational institutions. He has also served as the overall program chair for three international conferences and as a chair for multiple conference tracks in the areas of data mining applications and information intelligence. He is a senior member of the IEEE and the ACM. His research interests include information discovery in heterogeneous and distributed datasets, semisupervised learning, content-based feature extraction and modeling, and pattern tracking.

Pradeep Chowriappa is a research assistant professor in the College of Engineering and Science at Louisiana Tech University. His research focuses on the application of data mining algorithms and frameworks on biological and clinical data. Before obtaining his PhD in computer analysis and modeling from Louisiana Tech University in 2008, he pursued a yearlong internship at the Indian Space Research Organization (ISRO), Bangalore, India. He received his masters in computer applications from the University of Madras, Chennai, India, in 2003 and his bachelor’s in science and engineering from Loyola Academy, Secunderabad, India, in 2000. His research interests

SKU	Unavailable
ISBN 13	9780849328015
ISBN 10	0849328012
Title	Data Mining for Bioinformatics
Author	Sumeet Dua
Condition	Unavailable
Binding Type	Hardback
Publisher	CRC Press
Year published	2012-11-06
Number of pages	348
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.