Call number:
PIK W 012-09-0243
Description / Table of Contents:
Contents: Introduction to Data Mining ; 2 Statistical Methods ; 3 Clustering by k-means ; 4 k-nearest Neighbor Classification ; 5 Artificial Neural Networks ; 6 Support Vector Machines ; 7 Biclustering ; 8 Validation ; 9 An Application in C ; 10 Data Mining in a Parallel Environment ; 11 Solutions of the Exercises ; A. Matlab Environment ; B. C programming language ; C. Message Passing Interface (MPI) ; D. Eigenvalues and Eigenvectors ; References
Type of Medium:
Monograph available for loan
Pages:
XVIII, 272 S. : Ill., graph. Darst.
ISBN:
9780387886145
Series Statement:
Springer Optimization and Its Applications 34
Branch Library:
PIK Library