Mikel Elkano

26 papers B 3Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
GENESIS: A Generative Model of Episodic-Semantic Interaction.
CoRR
Marco D'Alessandro, Leo D'Amato, Mikel Elkano, Mikel Uriz, Giovanni Pezzulo
2024 J jnl
A Modular End-to-End Multimodal Learning Method for Structured and Unstructured Data.
CoRR
Marco D'Alessandro, Enrique Calabrés, Mikel Elkano
2020 J jnl
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems.
IEEE Trans. Fuzzy Syst.
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
2020 J jnl
FUZZ-EQ: A data equalizer for boosting the discrimination power of fuzzy classifiers.
Appl. Soft Comput.
Mikel Uriz, Mikel Elkano, Humberto Bustince, Mikel Galar
2019 J jnl
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems.
CoRR
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
2019 B conf
Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
FUZZ-IEEE
Mikel Elkano, Humberto Bustince, Mikel Galar
2019 J jnl
Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
CoRR
Mikel Elkano, Humberto Bustince, Mikel Galar
2019 J jnl
On the usage of the probability integral transform to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems.
CoRR
Mikel Elkano, Mikel Uriz, Humberto Bustince, Mikel Galar
2018 J jnl
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems.
Fuzzy Sets Syst.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2018 J jnl
CHI-PG: A fast prototype generation algorithm for Big Data classification problems.
Neurocomputing
Mikel Elkano, Mikel Galar, José Antonio Sanz Delgado, Humberto Bustince
2018 J jnl
Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems.
Appl. Soft Comput.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Paula F. Schiavo, Sidnei F. Pereira Jr., Graçaliz Pereira Dimuro, Eduardo N. Borges, Humberto Bustince
2018 — conf
On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems.
BigData Congress
Mikel Elkano, Mikel Uriz, Humberto Bustince, Mikel Galar
2017 — conf
A New Extension of Monotonicity: Ordered Directional Monotonicity.
EUSFLAT/IWIFSGN (1)
Humberto Bustince, Radko Mesiar, Anna Kolesárová, Mikel Sesma-Sara, Javier Fernández, Mikel Galar, Mikel Elkano
2017 — conf
A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying "Sleep-Wake" Cycles.
ICONIP (4)
Mikel Elkano, Humberto Bustince, Andrew P. Paplinski
2017 B conf
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems.
FUZZ-IEEE
Mikel Elkano, Mikel Galar, José Antonio Sanz, Graçaliz Pereira Dimuro, Humberto Bustince
2017 J jnl
An algorithm for group decision making using n-dimensional fuzzy sets, admissible orders and OWA operators.
Inf. Fusion
Laura De Miguel, Mikel Sesma-Sara, Mikel Elkano, Maria José Asiain, Humberto Bustince
2017 J jnl
CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems.
Knowl. Based Syst.
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Maria José Asiain, Mikel Elkano, Humberto Bustince
2017 — conf
IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.
IFSA-SCIS
Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
2016 J jnl
Composition of interval-valued fuzzy relations using aggregation functions.
Inf. Sci.
Mikel Elkano, José Antonio Sanz, Mikel Galar, Barbara Pekala, Urszula Bentkowska, Humberto Bustince
2016 J jnl
Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC).
Int. J. Approx. Reason.
Alberto Fernández, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera
2016 J jnl
Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy Reasoning Method.
Inf. Sci.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2016 B conf
Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System.
FUZZ-IEEE
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2016 — conf
Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets.
IPMU (2)
Laura De Miguel, Edurne Barrenechea, Miguel Pagola, Aranzazu Jurio, José Antonio Sanz, Mikel Elkano, Humberto Bustince
2015 J jnl
Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies.
IEEE Trans. Fuzzy Syst.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince
2015 — conf
Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems.
IFSA-EUSFLAT
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2014 — conf
Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System.
IPMU (3)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Edurne Barrenechea, Francisco Herrera, Humberto Bustince