Copied Advances in K-means Clustering
Advances in K-means Clustering
Nearly everyone knows K-means algorithm in the fields of data mining and business intelligence. But the ever-emerging data with extremely complicated characteristics bring new challenges to this "old" algorithm. This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only enriches the clustering and optimization theories, but also provides good guidance for the practical use of K-means, especially for important tasks such as network intrusion detection and credit fraud prediction. The thesis on which this book is based has won the "2010 National Excellent Doctoral Dissertation Award", the highest honor for not more than 100 PhD theses per year in China.
Price Comparison
| Seller | Contact Seller | List Price | On Sale | Shipping | Best Promo | Final Price | Volume Discount | Financing | Availability | Seller's Page |
|---|---|---|---|---|---|---|---|---|---|---|
|
BEST PRICE 1 Product Purchase
|
|
$84.99 | $84.99 |
|
$76.50 | See Site | In stock | Visit Store |
Reviews
Questions & Answers
Suchtmittel in der AINS
$29.99
Studien zu einer Theorie der Gesetzgebung 1982
$44.99
Lacanian Ethics and the Assumption of Subjectivity
$59.99
Third Republic of France
$74.99
Pediatric Diabetes
$129.00
The Geometry of Discrete Groups
$54.99
Science, Religion, the Humanities and Hope
$99.00
Neuromonitoring in Ansthesie und Intensivmedizinc
$84.99
The Future of Responsible Management Education
$199.99
Perspectives on Organizing Crime
$109.99
The Crisis-Prone Society: A Brief Guide to Managing the Beliefs that Drive Risk in Business
$39.99
Untersuchungen ber die Herstellung von Erzbriketts
$59.99
Handbuch Krisenforschung
$74.99
Advanced Data Mining Techniques
$109.99
The Princess Knight
$5.21
Variation Tolerant On-Chip Interconnects
$109.99
Sphingolipid-Mediated Signal Transduction
$39.99
Advanced Field Theory
$99.99
Cerebrospinal Fluid in Neurology and Psychiatry
$54.99
Praktisches Lehrbuch der Tuberkulose
$59.99
Entwicklung neuer Regel- und Kontroll-Apparate zur coulometrischen Analyse
$59.99
Das politische Organisationsfeld
$64.99
Terrestrial Heat Flow and the Lithosphere Structure
$84.99
Advances in Cross-National Comparison
$129.00
Structural Reforms
$84.99
Principles of Learning and Memory
$54.99
Hotel-Marketing
$74.99
Rating Chance fr den Mittelstand nach Basel II
$64.99
Churches, Temples, and Financial Crimes
$39.99
Lineare Schaltungen mit Operationsverstrkern
$79.99
Politische Planungssysteme
$59.99
Open Problems in Optimization and Data Analysis
$159.99
Handbook of Theory and Practice of Sustainable Development in Higher Education
$279.99
The Central European Magdalenian
$119.99
Einfluss der rumlichen Markenherkunft auf das Markenimage
$54.99
New Therapeutic Strategies in Lung Cancers
$84.99
The Transition from Capitalism
$19.99
Deep Learning Theory and Applications
$54.99
Theorie und Praxis der Booleschen Algebra
$44.99
Dienstleistungsmanagement
$69.99
