Volume 16, Issue 5

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May 2012

Special Issue on Knowledge Extraction from Low Quality Data: Theoretical, Methodological and Practical Issues

Issue Editors:

L. Sanchez,
I. Couso

13 articles in this issue

Guest editorial: special issue on “knowledge extraction from low quality data: theoretical, methodological and practical issues”
Luciano Sánchez
Inés Couso
Editorial 06 October 2011 Pages: 739 - 740
Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis
Zohra L. Cherfi
Latifa Oukhellou
Patrice Aknin
Focus 16 October 2011 Pages: 741 - 754
Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records
Luciano Sánchez
Inés Couso
Focus 08 October 2011 Pages: 755 - 768
A fuzzy interval analysis approach to kriging with ill-known variogram and data
Kevin Loquin
Didier Dubois
Focus 10 November 2011 Pages: 769 - 784
A fuzzy regression model based on distances and random variables with crisp input and fuzzy output data: a case study in biomass production
C. Roldán
A. Roldán
J. Martínez-Moreno
Focus 13 October 2011 Pages: 785 - 795
A cooperative coevolutionary approach dealing with the skull–face overlay uncertainty in forensic identification by craniofacial superimposition
O. Ibáñez
O. Cordón
S. Damas
Focus 12 October 2011 Pages: 797 - 808
Towards interval-based non-additive deconvolution in signal processing
Olivier Strauss
Agnès Rico
Focus 16 October 2011 Pages: 809 - 820
Filtering with clouds
Sebastien Destercke
Olivier Strauss
Focus 02 November 2011 Pages: 821 - 831
A K-nearest neighbours method based on imprecise probabilities
Sebastien Destercke
Focus 08 November 2011 Pages: 833 - 844
Extending information processing in a Fuzzy Random Forest ensemble
Jose M. Cadenas
M. Carmen Garrido
Piero P. Bonissone
Focus 14 October 2011 Pages: 845 - 861
Missing data imputation for fuzzy rule-based classification systems
Julián Luengo
José A. Sáez
Francisco Herrera
Focus 14 October 2011 Pages: 863 - 881
Mining fuzzy association rules from low-quality data
A. M. Palacios
M. J. Gacto
J. Alcalá-Fdez
Focus 13 October 2011 Pages: 883 - 901
New algorithms for finding approximate frequent item sets
Christian Borgelt
Christian Braune
Sonja Grün
Focus 11 October 2011 Pages: 903 - 917

Volume 16, Issue 5

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