Data Mining: Foundations and Practice /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Lin, Tsau Young. (Editor ), Xie, Ying. (Editor ), Wasilewska, Anita. (Editor ), Liau, Churn-Jung. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 118
Materias:
LEADER 03457nam a22003615i 4500
001 000282324
005 20211102164049.0
007 cr nn 008mamaa
008 100301s2008 gw | s |||| 0|eng d
020 |a 9783540784883 
024 7 |a 10.1007/978-3-540-78488-3  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Data Mining: Foundations and Practice /  |c edited by Tsau Young Lin, Ying Xie, Anita Wasilewska, Churn-Jung Liau. 
250 |a 1st ed. 2008. 
260 # # |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2008. 
300 |a XVI, 562 p. 129 illus., 25 illus. in color. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies in Computational Intelligence,  |v 118 
505 0 |a Compact Representations of Sequential Classification Rules -- An Algorithm for Mining Weighted Dense Maximal 1-Complete Regions -- Mining Linguistic Trends from Time Series -- Latent Semantic Space for Web Clustering -- A Logical Framework for Template Creation and Information Extraction -- A Bipolar Interpretation of Fuzzy Decision Trees -- A Probability Theory Perspective on the Zadeh Fuzzy System -- Three Approaches to Missing Attribute Values: A Rough Set Perspective -- MLEM2 Rule Induction Algorithms: With and Without Merging Intervals -- Towards a Methodology for Data Mining Project Development: The Importance of Abstraction -- Fining Active Membership Functions in Fuzzy Data Mining -- A Compressed Vertical Binary Algorithm for Mining Frequent Patterns -- Naïve Rules Do Not Consider Underlying Causality -- Inexact Multiple-Grained Causal Complexes -- Does Relevance Matter to Data Mining Research? -- E-Action Rules -- Mining E-Action Rules, System DEAR -- Definability of Association Rules and Tables of Critical Frequencies -- Classes of Association Rules: An Overview -- Knowledge Extraction from Microarray Datasets Using Combined Multiple Models to Predict Leukemia Types -- On the Complexity of the Privacy Problem in Databases -- Ensembles of Least Squares Classifiers with Randomized Kernels -- On Pseudo-Statistical Independence in a Contingency Table -- Role of Sample Size and Determinants in Granularity of Contingency Matrix -- Generating Concept Hierarchies from User Queries -- Mining Efficiently Significant Classification Association Rules -- Data Preprocessing and Data Mining as Generalization -- Capturing Concepts and Detecting Concept-Drift from Potential Unbounded, Ever-Evolving and High-Dimensional Data Streams -- A Conceptual Framework of Data Mining -- How to Prevent Private Data from being Disclosed to a Malicious Attacker -- Privacy-Preserving Naive Bayesian Classification over Horizontally Partitioned Data -- Using Association Rules for Classification from Databases Having Class Label Ambiguities: A Belief Theoretic Method. 
650 0 |a Applied mathematics. 
650 0 |a Engineering mathematics. 
650 0 |a Artificial intelligence. 
650 1 4 |a Mathematical and Computational Engineering. 
650 2 4 |a Artificial Intelligence. 
700 1 |a Lin, Tsau Young.  |e editor. 
700 1 |a Xie, Ying.  |e editor. 
700 1 |a Wasilewska, Anita.  |e editor. 
700 1 |a Liau, Churn-Jung.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
900 |a Libro descargado a ALEPH en bloque (proveniente de proveedor)