"Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have e ..."
"Since the initial work on constrained clustering, there have been numerous advances in methods, applications, and our understanding of the theoretical properties of constraints and constrained clustering algorithms. Bringing these developments together, Constrained Clustering: Advances in Algorithms, Theory, and Applications presents an extensive collection of the latest innovations in clustering data analysis methods that use backgroun ..."
"foreword by Vipin Kumar Knowledge discovery and data mining (KDD) deals with the problem of extracting interesting associations, classifiers, clusters, and other patterns from data. The emergence of network-based distributed computing environments has introduced an important new dimension to this problem--distributed sources of data. Traditional centralized KDD typicall ..."
"With the increasing availability of parallel machines and the raising of interest in large scale and real world applications, research on parallel processing for Artificial Intelligence (Al) is gaining greater importance in the computer science environment. Many applications have been implemented and delivered but the field is still considered to be in its infancy. This book assembles diverse aspects of research in the area, providing a ..."
"Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. The co ..."
"Recent research results in the area of parallel algorithms for problem solving, search, natural language parsing, and computer vision, are brought together in this book. The research reported demonstrates that substantial parallelism can be exploited in various machine intelligence and vision problems. The chapter authors are prominent researchers actively involved in the study of parallel algorithms for mach ..."
"Modern society depends critically on computers that control and manage the systems on which we depend in many aspects of our daily lives. While this provides conveniences of a level unimaginable just a few years ago, it also leaves us vulnerable to attacks on the computers managing these systems. In recent times the explosion in cyber attacks, including viruses, worms, and intrusions, has turned this vulnerab ..."
The Top Ten Algorithms in Data Mining(1st Edition) (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Xindong Wu, VipinKumar Hardcover, 232 Pages, Published 2009 by Chapman And Hall/Crc ISBN-13: 978-1-4200-8964-6, ISBN: 1-4200-8964-1
"The Best-Known Algorithms Currently Used in the Data Mining Community Contributions from recognized leaders in the field Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a ..."
"Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field. Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. Th ..."
"Modern society depends critically on computers that control and manage the systems on which we depend in many aspects of our daily lives. While this provides conveniences of a level unimaginable just a few years ago, it also leaves us vulnerable to attacks on the computers managing these systems. In recent times the explosion in cyber attacks, including viruses, worms, and intrusions, has turned this vulnerab ..."
"With the rapid progress in high performance computers, database systems, data warehouse systems, remote sensing, telecommunication systems, data collection tools, data storage devices, and the world wide web, the amount of data being collected and made available has grown rapidly, far exceeding the capability of scientists, engineers, and business analysts to analyze it. Without new algorithms and innovative applications, most of these ..."
"Data mining has become an important research frontier for the automated analysis of large amounts of data. This CD-ROM includes all 29 of the contributed research papers presented plus descriptions of the keynote speeches and tutorials."
"Vipin Kumar, American Society of Mechanical Engineers. Materials Division. MD-
Vol. 91, Porous, Cellular and Microcellular Materials — 2000 ASME 2000 A
NOVEL DESIGN FOR PRODUCING FINE-CELLED FOAMS OF PLASTIC/WOOD-
FIBER COMPOSITES Ghaus M. Rizvi, and Chul B. Park* Mechanical and
Industrial Engineering University of Toronto Toronto, Ontario, Canada M5S 3G8 '
email: park ..."
Porous, Cellular and Microcellular Materials(Illustrated) Presented at the 1998 Asme International Mechanical Engineering Congress and Exposition, November 15-20, 1998, Anaheim, California (MD (Series), Vol. 82.) by VipinKumar Paperback, 117 Pages, Published 1998 by Amer Society Of Mechanical Illustrated ISBN-13: 978-0-7918-1602-8, ISBN: 0-7918-1602-8
"Joan E. Sanders, Sam T. Bishop, Charlotte E. Stiles, and Philipp K. Schuessler 9
Sound Absorption of Solid-State PETG Foams Nathaniel Lee, Per G. Rein hall,
and Vipin Kumar 17 Evaluation of the Acoustic Properties of Silica Aerogels John
... Eriguti 93 Polystyrene/Acrylic Blends and Their Application in Foam Production
: Part II — R134a Blowing Agent Peter J. Smith, Bernard J. Cross, Stuart Corr,
Richard Gendron, and Louis E. Daigne ..."
Cellular and Microcellular Materials Presented at the 1996 Asme International Mechanical Engineering Congress and Exposition, November 17-22, 1996, Atlanta, Georgia (Md-Vol 76) by VipinKumar, Karl A. Seeler, Seeler Kumar Paperback, 105 Pages, Published 1996 by Amer Society Of Mechanical ISBN-13: 978-0-7918-1552-6, ISBN: 0-7918-1552-8
"Proceedings of the November 1996 symposium. The contents report on research into the relationships between structure and properties, and issues in cell nucleation, processing, and modeling of cellular polymers. Microcellular polymers, which are foams with cells between 2 and 25 micrometers in diamet"
"Recent research results in the area of parallel algorithms for problem solving, search, natural language parsing, and computer vision, are brought together in this book. The research reported demonstrates that substantial parallelism can be exploited in various machine intelligence and vision problems. The chapter authors are prominent researchers actively involved in the study of parallel algorithms for machine intelligence and vision. ..."
"Search is an important component of problem solving in artificial intelligence (AI) and, more generally, in computer science, engineering and operations research. Combinatorial optimization, decision analysis, game playing, learning, planning, pattern recognition, robotics and theorem proving are some of the areas in which search algbrithms playa key role. Less than a decade ago the conventional wisdom in artificial intelligence was tha ..."
"Search is an important component of problem solving in artificial intelligence (AI) and, more generally, in computer science, engineering and operations research. Combinatorial optimization, decision analysis, game playing, learning, planning, pattern recognition, robotics and theorem proving are some of the areas in which search algbrithms playa key role. Less than a decade ago the conventional wisdom in artificial intelligence was tha ..."