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Fuzzy sets and systems, ISSN 0165-0114, 2018, Volume 348, pp. 75 - 101
The previous Fuzzy Rule-Based Classification Systems (FRBCSs) for Big Data problems consist in concurrently learning multiple Chi et al. FRBCSs whose rule... 
Big Data | Fuzzy Rule-Based Classification Systems | Imbalanced datasets | Hadoop | MapReduce | MATHEMATICS, APPLIED | ALGORITHM | FRAMEWORK | STATISTICS & PROBABILITY | COMPUTER SCIENCE, THEORY & METHODS | EXTREME LEARNING-MACHINE | PARALLEL | Big data | Algorithms | Information management | Analysis
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2018, Volume 287, pp. 22 - 33
Research Highlights•We present a new distributed MapReduce Prototype Reduction method.•This approach features a linear time complexity.•The prototypes are... 
Big Data | Prototype reduction | Prototype generation | Fuzzy Rule-Based Classification Systems | MapReduce | REDUCTION | SELECTION | CHALLENGES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern recognition, ISSN 0031-3203, 12/2013, Volume 46, Issue 12, pp. 3460 - 3471
Journal Article
Applied soft computing, ISSN 1568-4946, 07/2014, Volume 20, pp. 103 - 111
Journal Article
Applied soft computing, ISSN 1568-4946, 2016, Volume 38, pp. 714 - 726
Journal Article
IEEE transactions on fuzzy systems, ISSN 1941-0034, 2020, Volume 28, Issue 1, pp. 163 - 177
Journal Article
Knowledge and Information Systems, ISSN 0219-1377, 1/2014, Volume 38, Issue 1, pp. 179 - 206
Journal Article
Pattern recognition, ISSN 0031-3203, 01/2015, Volume 48, Issue 1, pp. 28 - 42
One-vs-One strategy is a common and established technique in Machine Learning to deal with multi-class classification problems. It consists of dividing the... 
Multi-class classification | Pairwise learning | Classifier selection | One-vs-One | Ensembles | Decomposition strategies | KEEL | ALGORITHMS | SVM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | SOFTWARE TOOL | DYNAMIC CLASSIFIER SELECTION | SYSTEMS | STATISTICAL COMPARISONS | Computer science | Analysis | Machine learning
Journal Article
Pattern recognition, ISSN 0031-3203, 2018, Volume 83, pp. 34 - 51
•Dynamic ensemble selection for multi-class decomposition with one-class classifiers.•Efficient framework for difficult data with high number of... 
Dynamic classifier selection | Classifier ensemble | Ensemble pruning | One-class classification | Machine learning | Multi-class decomposition | DESIGN | KEEL | STRATEGY | COMPETENCE | ALGORITHMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | ECOC | SOFTWARE TOOL | TREE | OPTIMIZATION | DIVERSITY
Journal Article
Pattern recognition, ISSN 0031-3203, 12/2013, Volume 46, Issue 12, pp. 3412 - 3424
Journal Article
Applied soft computing, ISSN 1568-4946, 08/2020, Volume 93, p. 106399
The definition of linguistic terms is a critical part of the construction of any fuzzy classifier. Fuzzy partitioning methods (FPMs) range from simple uniform... 
Fuzzy decision trees | Preprocessing | Fuzzy rule-based classification systems | Probability integral transform | Quantile function | Fuzzy partitioning | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ALGORITHMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article