Volume 11, Issue 4 | Advances in Data Analysis and Classification

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Volume 11, Issue 4

December 2017

Special issue on Fuzzy Data Analysis and Classification

Issue Editors:

Pierpaolo D'Urso,
María Ángeles Gil

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7 articles in this issue

Fuzzy data analysis and classification
Pierpaolo D’Urso
María Ángeles Gil
Editorial 16 November 2017 Pages: 645 - 657
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression
Benjamin Quost
Thierry Denœux
Shoumei Li
Regular Article 11 November 2017 Pages: 659 - 690
A fuzzy approach to robust regression clustering
Francesco Dotto
Alessio Farcomeni
Agustín Mayo-Iscar
Regular Article 12 September 2016 Pages: 691 - 710
Fuzzy rule based classification systems for big data with MapReduce: granularity analysis
Alberto Fernández
Sara del Río
Francisco Herrera
Regular Article 06 June 2016 Pages: 711 - 730
Robust scale estimators for fuzzy data
Sara de la Rosa de Sáa
María Asunción Lubiano
Peter Filzmoser
Regular Article 07 June 2015 Pages: 731 - 758
A novel method for forecasting time series based on fuzzy logic and visibility graph
Rong Zhang
Baabak Ashuri
Yong Deng
Regular Article 15 November 2017 Pages: 759 - 783
On ill-conceived initialization in archetypal analysis
Abdul Suleman
Regular Article 17 November 2017 Pages: 785 - 808