Knowledge-Based Systems
Volume 25, Issue 1, February 2012
Special issue on New Trends in Data Mining.

J. M. Benítez, N. García-Pedrajas, F. Herrera

Table of Contents

Special issue on "New Trends in Data Mining" NTDM
J. M. Benítez, N. García-Pedrajas, F. Herrera
p. 1-2, doi: 10.1016/j.knosys.2011.08.003

Evolutionary-based selection of generalized instances for imbalanced classification
S. García, J. Derrac, I. Triguero, C. J. Carmona, F. Herrera
p. 3-12, doi: 10.1016/j.knosys.2011.01.012

On the effectiveness of preprocessing methods when dealing with different levels of class imbalance
V. García, J.S. Sánchez, R.A. Mollineda
p. 13-21, doi: 10.1016/j.knosys.2011.06.013

Class imbalance methods for translation initiation site recognition in DNA sequences
N. García-Pedrajas, J. Pérez-Rodríguez, M. García-Pedrajas, D. Ortiz-Boyer, C. Fyfe
p. 22-34, doi: 10.1016/j.knosys.2011.05.002

Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking
P. Bermejo, L. de la Ossa, J. A. Gámez, J. M. Puerta
p. 35-44, doi: 10.1016/j.knosys.2011.01.015

Mining interestingness measures for string pattern mining
M. Baena-García, R. Morales-Bueno
p. 45-50, doi: 10.1016/j.knosys.2011.01.013

Finding association rules in semantic web data
V. Nebot, R. Berlanga
p. 51-62, doi: 10.1016/j.knosys.2011.05.009

CMRules: Mining sequential rules common to several sequences
P. Fournier-Viger, U. Faghihi, R. Nkambou, E. M. Nguifo
p. 63-76, doi: 10.1016/j.knosys.2011.07.005

Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree
F. Barrientos, G. Sainz
p. 77-87, doi: 10.1016/j.knosys.2011.01.014