Mining Complex Data

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Zighed, Djamel A. (Editor ), Tsumoto, Shusaku. (Editor ), Ras, Zbigniew W. (Editor ), Hacid, Hakim. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 165
Materias:
Acceso en línea:https://doi.org/10.1007/978-3-540-88067-7
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024 7 |a 10.1007/978-3-540-88067-7  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Mining Complex Data  |c edited by Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid. 
250 |a 1st ed. 2009. 
260 # # |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2009. 
300 |a XII, 302 p. 114 illus.  |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 165 
505 0 |a General Aspects of Complex Data -- Using Layout Data for the Analysis of Scientific Literature -- Extracting a Fuzzy System by Using Genetic Algorithms for Imbalanced Datasets Classification: Application on Down’s Syndrome Detection -- A Hybrid Approach of Boosting Against Noisy Data -- Dealing with Missing Values in a Probabilistic Decision Tree during Classification -- Kernel-Based Algorithms and Visualization for Interval Data Mining -- Rules Extraction -- Evaluating Learning Algorithms Composed by a Constructive Meta-learning Scheme for a Rule Evaluation Support Method -- Mining Statistical Association Rules to Select the Most Relevant Medical Image Features -- From Sequence Mining to Multidimensional Sequence Mining -- Tree-Based Algorithms for Action Rules Discovery -- Graph Data Mining -- Indexing Structure for Graph-Structured Data -- Full Perfect Extension Pruning for Frequent Subgraph Mining -- Parallel Algorithm for Enumerating Maximal Cliques in Complex Network -- Community Finding of Scale-Free Network: Algorithm and Evaluation Criterion -- The k-Dense Method to Extract Communities from Complex Networks -- Data Clustering -- Efficient Clustering for Orders -- Exploring Validity Indices for Clustering Textual Data. 
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 Zighed, Djamel A.  |e editor. 
700 1 |a Tsumoto, Shusaku.  |e editor. 
700 1 |a Ras, Zbigniew W.  |e editor. 
700 1 |a Hacid, Hakim.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
856 4 0 |u https://doi.org/10.1007/978-3-540-88067-7