Mikel Elkano
According to our database^{1},
Mikel Elkano
authored at least 21 papers
between 2014 and 2019.
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Bibliography
2019
Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
CoRR, 2019
On the usage of the probability integral transform to reduce the complexity of multiway fuzzy decision trees in Big Data classification problems.
CoRR, 2019
CFMBD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems.
CoRR, 2019
2018
CHIPG: A fast prototype generation algorithm for Big Data classification problems.
Neurocomputing, 2018
CHIBD: A fuzzy rulebased classification system for Big Data classification problems.
Fuzzy Sets and Systems, 2018
Consensus via penalty functions for decision making in ensembles in fuzzy rulebased classification systems.
Appl. Soft Comput., 2018
On the Usage of the Probability Integral Transform to Reduce the Complexity of MultiWay Fuzzy Decision Trees in Big Data Classification Problems.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018
2017
CCintegrals: Choquetlike Copulabased aggregation functions and its application in fuzzy rulebased classification systems.
Knowl.Based Syst., 2017
An algorithm for group decision making using ndimensional fuzzy sets, admissible orders and OWA operators.
Information Fusion, 2017
IVOVO: A new intervalvalued onevsone approach for multiclass classification problems.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017
A Preliminary Approach to Semisupervised Learning in Convolutional Neural Networks Applying "SleepWake" Cycles.
Proceedings of the Neural Information Processing  24th International Conference, 2017
A global distributed approach to the Chi et al. fuzzy rulebased classification system for big data classification problems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
A New Extension of Monotonicity: Ordered Directional Monotonicity.
Proceedings of the Advances in Fuzzy Logic and Technology 2017  Proceedings of: EUSFLAT2017  The 10th Conference of the European Society for Fuzzy Logic and Technology, September 1115, 2017, Warsaw, Poland IWIFSGN'2017, 2017
2016
Composition of intervalvalued fuzzy relations using aggregation functions.
Inf. Sci., 2016
Fuzzy RuleBased Classification Systems for multiclass problems using binary decomposition strategies: On the influence of ndimensional overlap functions in the Fuzzy Reasoning Method.
Inf. Sci., 2016
Enhancing evolutionary fuzzy systems for multiclass problems: Distancebased relative competence weighting with truncated confidences (DRCWTC).
Int. J. Approx. Reasoning, 2016
Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets.
Proceedings of the Information Processing and Management of Uncertainty in KnowledgeBased Systems, 2016
Optimization of ChiFRBCSBigDataCS Fuzzy RuleBased Classification System.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Enhancing Multiclass Classification in FARCHD Fuzzy Classifier: On the Synergy Between $n$Dimensional Overlap Functions and Decomposition Strategies.
IEEE Trans. Fuzzy Systems, 2015
Study of ndimensional overlap functions in Fuzzy RuleBased Classification Systems.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSAEUSFLAT15), 2015
2014
Improving the Performance of FARCHD in Multiclass Classification Problems Using the OneVersusOne Strategy and an Adaptation of the Inference System.
Proceedings of the Information Processing and Management of Uncertainty in KnowledgeBased Systems, 2014