KEEL

swMATH6791MaRDI QIDQ18866

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Related Items (94)

Classification using semiparametric mixtures ⋮ Performance analysis of hyperparameter optimization methods for ensemble learning with small and medium sized medical datasets ⋮ A hybrid data-level ensemble to enable learning from highly imbalanced dataset ⋮ Enhancing evolutionary fuzzy systems for multi-class problems: distance-based relative competence weighting with truncated confidences (DRCW-TC) ⋮ Empowering difficult classes with a similarity-based aggregation in multi-class classification problems ⋮ Efficient editing and data abstraction by finding homogeneous clusters ⋮ Imbalanced data classification using second-order cone programming support vector machines ⋮ A novel version of slime mould algorithm for global optimization and real world engineering problems. Enhanced slime mould algorithm ⋮ An auto-adjustable semi-supervised self-training algorithm ⋮ Ordinal classification based on the sequential covering strategy ⋮ Simultaneous variable weighting and determining the number of clusters -- a weighted Gaussian means algorithm ⋮ Multi-agent genetic algorithm with controllable mutation probability utilizing back propagation neural network for global optimization of trajectory design ⋮ An Analysis of the FURIA Algorithm for Fuzzy Rule Induction ⋮ Individual-dependent feasibility rule for constrained differential evolution ⋮ GAMoN: discovering \(M\)-of-\(N^{\{\neg, \lor\}}\) hypotheses for text classification by a lattice-based genetic algorithm ⋮ Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification ⋮ General interval-valued overlap functions and interval-valued overlap indices ⋮ DILS: constrained clustering through dual iterative local search ⋮ An adaptive clustering-based evolutionary algorithm for many-objective optimization problems ⋮ Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure ⋮ A feature construction approach for genetic iterative rule learning algorithm ⋮ Cascade interpolation learning with double subspaces and confidence disturbance for imbalanced problems ⋮ Extreme logistic regression ⋮ An unsupervised parameter learning model for RVFL neural network ⋮ Using the Choquet integral in the fuzzy reasoning method of fuzzy rule-based classification systems ⋮ Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations ⋮ A new robust classifier on noise domains: bagging of Credal C4.5 trees ⋮ Granular fuzzy models: analysis, design, and evaluation ⋮ \(C_F\)-integrals: a new family of pre-aggregation functions with application to fuzzy rule-based classification systems ⋮ An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach ⋮ Tunable equivalence fuzzy associative memories ⋮ Comparison of algorithms for clustering incomplete data ⋮ Domains of competence of the semi-naive Bayesian network classifiers ⋮ An efficient method for clustered multi-metric learning ⋮ Robust capped L1-norm projection twin support vector machine ⋮ Granulation in rough set theory: a novel perspective ⋮ Instance spaces for machine learning classification ⋮ Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation ⋮ Detecting outliers for complex nonlinear systems with dynamic ensemble learning ⋮ General twin support vector machine with pinball loss function ⋮ A many-objective population extremal optimization algorithm with an adaptive hybrid mutation operation ⋮ Sequential combining in discriminant analysis ⋮ A classification algorithm based on geometric and statistical information ⋮ Learning with mitigating random consistency from the accuracy measure ⋮ Proximal support vector machine techniques on medical prediction outcome ⋮ Ant colony optimization with clustering for solving the dynamic location routing problem ⋮ A novel complex-valued encoding grey wolf optimization algorithm ⋮ Sequential truncation of \(R\)-vine copula mixture model for high-dimensional datasets ⋮ Differential evolution with quasi-reflection-based mutation ⋮ Review on nature-inspired algorithms ⋮ MIXED GENETIC ALGORITHM APPROACH FOR FUZZY CLASSIFIER DESIGN ⋮ On the Use of Distributed Genetic Algorithms for the Tuning of Fuzzy Rule Based-Systems ⋮ Nonparametric statistical analysis for multiple comparison of machine learning regression algorithms ⋮ A finite-time particle swarm optimization algorithm for odor source localization ⋮ Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers ⋮ Comparison of data driven models for the valuation of residential premises using KEEL ⋮ A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers ⋮ Intuitionistic fuzzy possibilistic C means clustering algorithms ⋮ Fuzzy Autoregressive Rules: Towards Linguistic Time Series Modeling ⋮ Structural multiple empirical kernel learning ⋮ Hierarchical clustering with optimal transport ⋮ Stochastic fractal based multiobjective fruit fly optimization ⋮ Capacities and overlap indexes with an application in fuzzy rule-based classification systems ⋮ Parameter learning in hybrid Bayesian networks using prior knowledge ⋮ Single-solution simulated Kalman filter algorithm for global optimisation problems ⋮ Regression conformal prediction with random forests ⋮ An overlap sensitive neural network for class imbalanced data ⋮ Generating a hierarchical fuzzy rule-based model ⋮ A mixture of regular vines for multiple dependencies ⋮ Entropy-based estimation in classification problems ⋮ Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms ⋮ Engineering optimization by means of an improved constrained differential evolution ⋮ Classification of Imbalanced Data with a Geometric Digraph Family ⋮ RCSMOTE: range-controlled synthetic minority over-sampling technique for handling the class imbalance problem ⋮ A survey on semi-supervised learning ⋮ D.C. programming for sparse proximal support vector machines ⋮ EARC: evidential association rule-based classification ⋮ Matrix adaptation evolution strategy with multi-objective optimization for multimodal optimization ⋮ Chebyshev approaches for imbalanced data streams regression models ⋮ Fuzzy Evolutionary Algorithms and Genetic Fuzzy Systems: A Positive Collaboration between Evolutionary Algorithms and Fuzzy Systems ⋮ A novel honey-bees mating optimization approach with higher order neural network for classification ⋮ RB-CCR: radial-based combined cleaning and resampling algorithm for imbalanced data classification ⋮ Ordinal regression with explainable distance metric learning based on ordered sequences ⋮ On support vector machines under a multiple-cost scenario ⋮ Genetic learning of fuzzy rules based on low quality data ⋮ A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization ⋮ General overlap functions ⋮ Relaxed support vector regression ⋮ A hybrid search model for constrained optimization ⋮ Teaching-learning-based optimization with learning enthusiasm mechanism and its application in chemical engineering ⋮ A new exploitation scheme in the context of bipolar classifiers ⋮ TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions ⋮ Robust subgroup discovery. Discovering subgroup lists using MDL ⋮ Constrained Naïve Bayes with application to unbalanced data classification

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