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Fuzzy Sets and Systems, ISSN 0165-0114, 10/2018, 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
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 2/2019, pp. 1 - 1
Interpretability has always been a major concern for fuzzy rule-based classifiers. The usage of human-readable models allows them to explain the reasoning... 
Training | Fuzzy sets | Runtime | Fuzzy Rule-Based Classification Systems | Cluster computing | Transforms | Big Data | Linguistics | Evolutionary Algorithms | Quantile Function | Apache Spark | Probability Integral Transform
Journal Article
Neurocomputing, ISSN 0925-2312, 04/2018, Volume 287, pp. 22 - 33
The growing amount of available data has become a serious challenge to data mining and machine learning techniques. Well-known classification methods that have... 
Big Data | Prototype reduction | Prototype generation | Fuzzy Rule-Based Classification Systems | MapReduce | REDUCTION | SELECTION | CHALLENGES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal Article
Scientific Reports, ISSN 2045-2322, 02/2016, Volume 6, Issue 1, pp. 20956 - 20956
We develop a quantum information protocol that models the biological behaviours of individuals living in a natural selection scenario. The artificially... 
CIRCUITS | MULTIDISCIPLINARY SCIENCES | GAME | Biological Evolution | Models, Theoretical | Quantum Theory | Algorithms | Computer Simulation | Humans | Selection, Genetic | Environment | Mutation | Natural selection | Index Medicus
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2017, Volume 7, Issue 1, pp. 526 - 10
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 07/2014, Volume 20, pp. 103 - 111
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 10/2015, Volume 23, Issue 5, p. 1562
  There are many real-world classification problems involving multiple classes, e.g., in bioinformatics, computer vision, or medicine. These problems are... 
Fuzzy logic | Classification
Journal Article
Scientometrics, ISSN 0138-9130, 9/2019, Volume 120, Issue 3, pp. 1163 - 1191
Industrial agglomerations are key in explaining the development paths followed by territories, particularly at sub-national levels. This field of research has... 
Territorial innovation models | Computer Science | Information Storage and Retrieval | Regional development | Library Science | Natural language processing | Bibliometric analysis | Scientific papers | Divergence | Innovations | Journals | Information retrieval | Models | Industrial areas | Flavor
Journal Article
Information Sciences, ISSN 0020-0255, 11/2016, Volume 369, pp. 690 - 703
In this paper we present the composition of interval-valued fuzzy relations using interval-valued aggregation functions. In particular, we propose a... 
Aggregation function | Interval-valued fuzzy relations | Composition of interval-valued fuzzy relations | DECISION-MAKING | CONSTRUCTION | SETS | COMPUTER SCIENCE, INFORMATION SYSTEMS | PREFERENCE RELATIONS | Fuzzy logic | Approximation | Preservation | Reasoning | Agglomeration | Fuzzy | Proposals
Journal Article