Data mining and mathematical programming
- Providence, R.I. : American Mathematical Society, c2008.
- 1 online resource (vii, 234 p. : ill.)
- CRM Proceedings and Lecture Notes, v. 45 2472-4890 .
Includes bibliographical reference.
Support vector machines and distance minimization ; 0-1 semidefinite programming for graph-cut clustering: Modelling and approximation ; Artificial attributes in analyzing biomedical databases ; Recent advances in mathematical programming for classification and cluster analysis ; Nonlinear skeletons of data sets and applications -- Methods based on subspace clustering ; Current classification algorithms for biomedical applications ; Bilevel model selection for support vector machines ; Algorithms for detecting complete and partial horizontal gene transfers: Theory and practice ; Nonlinear knowledge in kernel machines ; Ultrametric embedding: Application to data fingerprinting and to fast data clustering ; Selective linear and nonlinear classification
9781470439590 (online)
Data mining.
Programming (Mathematics)
Includes bibliographical reference.
Support vector machines and distance minimization ; 0-1 semidefinite programming for graph-cut clustering: Modelling and approximation ; Artificial attributes in analyzing biomedical databases ; Recent advances in mathematical programming for classification and cluster analysis ; Nonlinear skeletons of data sets and applications -- Methods based on subspace clustering ; Current classification algorithms for biomedical applications ; Bilevel model selection for support vector machines ; Algorithms for detecting complete and partial horizontal gene transfers: Theory and practice ; Nonlinear knowledge in kernel machines ; Ultrametric embedding: Application to data fingerprinting and to fast data clustering ; Selective linear and nonlinear classification
9781470439590 (online)
Data mining.
Programming (Mathematics)