| Decomposition-Fusion for Label Distribution Learning | 0 | 0.34 | 2021 |
| Me-Meoa/Dcc : Multiobjective Constrained Clustering Through Decomposition-Based Memetic Elitism | 0 | 0.34 | 2021 |
| Neurocomputing guest editorial for the special issue: Advances in deep and shallow machine learning approaches for handling data irregularities | 0 | 0.34 | 2021 |
| BELIEF: A distance-based redundancy-proof feature selection method for Big Data | 0 | 0.34 | 2021 |
| Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. | 0 | 0.34 | 2020 |
| Similarity-based and Iterative Label Noise Filters for Monotonic Classification | 0 | 0.34 | 2020 |
| A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities | 3 | 0.39 | 2020 |
| Instance reduction for one-class classification | 3 | 0.38 | 2019 |
| Adaptive cooperation of multi-swarm particle swarm optimizer-based hidden Markov model | 0 | 0.34 | 2019 |
| Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data | 2 | 0.37 | 2019 |
| A First Attempt On Monotonic Training Set Selection | 1 | 0.35 | 2018 |
| Online entropy-based discretization for data streaming classification. | 2 | 0.39 | 2018 |
| SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary. | 27 | 0.83 | 2018 |
| A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Software. | 0 | 0.34 | 2018 |
| An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles. | 9 | 0.52 | 2017 |
| MoNGEL: monotonic nested generalized exemplar learning | 6 | 0.41 | 2017 |
| Prototype selection to improve monotonic nearest neighbor. | 6 | 0.39 | 2017 |
| Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification. | 6 | 0.39 | 2017 |
| Training set selection for monotonic ordinal classification. | 3 | 0.43 | 2017 |
| Nearest Neighbor Classification for High-Speed Big Data Streams Using Spark. | 6 | 0.42 | 2017 |
| Rnpbst: An R Package Covering Non-Parametric And Bayesian Statistical Tests | 8 | 0.46 | 2017 |
| Keel 3.0: An Open Source Software For Multi-Stage Analysis In Data Mining | 22 | 0.63 | 2017 |
| Landmark-based music recognition system optimisation using genetic algorithms | 1 | 0.35 | 2016 |
| Managing Monotonicity In Classification By A Pruned Adaboost | 2 | 0.36 | 2016 |
| Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data. | 20 | 0.63 | 2016 |
| From Big Data to Smart Data with the K-Nearest Neighbours Algorithm. | 0 | 0.34 | 2016 |
| Current prospects on ordinal and monotonic classification. | 9 | 0.51 | 2016 |
| Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity. | 8 | 0.43 | 2015 |
| A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification | 2 | 0.36 | 2014 |
| A combined MapReduce-windowing two-level parallel scheme for evolutionary prototype generation | 3 | 0.38 | 2014 |
| Causal-Path Local Time-Stepping in the discontinuous Galerkin method for Maxwell's equations. | 4 | 0.49 | 2013 |
| Web usage mining to improve the design of an e-commerce website: OrOliveSur.com | 33 | 1.00 | 2012 |
| Addressing the classification with imbalanced data: open problems and new challenges on class distribution | 23 | 0.86 | 2011 |
| KEEL: a software tool to assess evolutionary algorithms for data mining problems | 358 | 9.69 | 2009 |
| GA design of a thin-wire bow-tie antenna for GPR applications | 2 | 0.41 | 2006 |
