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Knowledge Based Systems, Volume 25

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Volume 25, Number 1, February 2012

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José Manuel Benítez, Nicolás García-Pedrajas, Francisco Herrera:
Special issue on "New Trends in Data Mining" NTDM. 1-2
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Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera:
Evolutionary-based selection of generalized instances for imbalanced classification. 3-12
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Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda:
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance. 13-21
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Nicolás García-Pedrajas, Javier Pérez-Rodríguez, María D. García-Pedrajas, Domingo Ortiz-Boyer, Colin Fyfe:
Class imbalance methods for translation initiation site recognition in DNA sequences. 22-34
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Pablo Bermejo, Luis de la Ossa, José A. Gámez, José Miguel Puerta:
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking. 35-44
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Manuel Baena-García, Rafael Morales Bueno:
Mining interestingness measures for string pattern mining. 45-50
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Victoria Nebot, Rafael Berlanga Llavori:
Finding association rules in semantic web data. 51-62
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Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo:
CMRules: Mining sequential rules common to several sequences. 63-76
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Francisco Barrientos, Gregorio Ismael Sainz Palmero:
Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree. 77-87

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