scientific article

From MaRDI portal
Publication:3096211

zbMath1225.68178MaRDI QIDQ3096211

Francisco Herrera, Salvador Garcia

Publication date: 8 November 2011

Full work available at URL: http://www.jmlr.org/papers/v9/garcia08a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.



Related Items (85)

Semi-supervised classification method through oversampling and common hidden spaceEnhancing evolutionary fuzzy systems for multi-class problems: distance-based relative competence weighting with truncated confidences (DRCW-TC)A Statistical Framework for Hypothesis Testing in Real Data Comparison StudiesEmpowering difficult classes with a similarity-based aggregation in multi-class classification problemsClassification with decision trees from a nonparametric predictive inference perspectiveA Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-SetsA two-stage approach to the UCITS-constrained index-tracking problemAn evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labelsBenchmarking state-of-the-art classification algorithms for credit scoring: an update of researchAn empirical comparison of classification algorithms for mortgage default prediction: evidence from a distressed mortgage marketA cellular memetic algorithm for the examination timetabling problemHybrid semiparametric Bayesian networksClassification of time series using combination of DTW and LCSS dissimilarity measuresA symmetry based multiobjective clustering technique for automatic evolution of clustersRobust extreme learning machine in the presence of outliers by iterative reweighted algorithmConsolidated trees versus bagging when explanation is requiredThe weighted independent domination problem: integer linear programming models and metaheuristic approachesA review of distances for the Mallows and generalized Mallows estimation of distribution algorithmsBootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure\texttt{TIRPCLo}: efficient and complete mining of time intervals-related patternsCredit scoring with drift adaptation using local regions of competenceUsing the Choquet integral in the fuzzy reasoning method of fuzzy rule-based classification systemsMulti-constructor CMSA for the maximum disjoint dominating sets problemMinimum common string partition: on solving large‐scale problem instancesSolving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relationsImproved local search for the minimum weight dominating set problem in massive graphs by using a deep optimization mechanismA survey of hierarchical classification across different application domainsAn efficient local search algorithm for minimum positive influence dominating set problemStructural learning of Bayesian networks using local algorithms based on the space of orderingsAcross neighborhood search algorithm: a comprehensive analysisUnsupervised learning by cluster quality optimizationThe semiproximal SVM approach for multiple instance learning: a kernel-based computational studyA heterogeneous cellular processing algorithm for minimizing the power consumption in wireless communications systemsMonotonic relation-constrained Takagi-Sugeno-Kang fuzzy systemMulti-dimensional Bayesian network classifiers for partial label rankingEnsemble learning for the partial label ranking problemFix-and-optimize metaheuristics for minmax regret binary integer programming problems under interval uncertaintyAn integrated surrogate model constructing method: annealing combinable Gaussian processSemiparametric Bayesian networksRobust regularized extreme learning machine for regression with non-convex loss function via DC programParticle swarm optimization with adaptive mutation for multimodal optimizationA theory of subtree matching and tree kernels based on the edit distance conceptGranulation in rough set theory: a novel perspectiveMultilabel classification with meta-level features in a learning-to-rank frameworkDynamic recursive tree-based partitioning for malignant melanoma identification in skin lesion dermoscopic imagesLearning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolationROCKET: exceptionally fast and accurate time series classification using random convolutional kernelsA lossless online Bayesian classifierMultilabel classifiers with a probabilistic thresholding strategyMulti-dimensional classification with Bayesian networksInterpretable time series classification using linear models and multi-resolution multi-domain symbolic representationsA probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimatesLagrangian support vector regression via unconstrained convex minimizationTractability of most probable explanations in multidimensional Bayesian network classifiersAlternative approach for learning and improving the MCDA method PROAFTNEpistatic arithmetic crossover based on Cartesian graph product in ensemble differential evolutionUsing extension sets to aggregate partial rankings in a flexible settingScenario screen: a dynamic and context dependent P300 stimulator screen aimed at wheelchair navigation controlEfficient Venn predictors using random forestsNonparametric statistical analysis for multiple comparison of machine learning regression algorithmsFuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiersA comparative study of the leading machine learning techniques and two new optimization algorithmsIFS-CoCo: instance and feature selection based on cooperative coevolution with nearest neighbor ruleDeep learning for time series classification: a reviewAn experimental analysis of evolutionary heuristics for the biobjective traveling purchaser problemNovelty search for global optimizationUnsupervised ensemble minority clusteringApproaching rank aggregation problems by using evolution strategies: the case of the optimal bucket order problemGame theory based evolutionary algorithms: a review with Nash applications in structural engineering optimization problemsA novel margin-based measure for directed hill climbing ensemble pruningEfficient implicit Lagrangian twin parametric insensitive support vector regression via unconstrained minimization problemsRegression conformal prediction with random forestsEnhancing point symmetry-based distance for data clusteringRevisiting the optimal probability estimator from small samples for data miningKappa updated ensemble for drifting data stream miningPattern classification with evolving long-term cognitive networksOptimality of training/test size and resampling effectiveness in cross-validationHIVE-COTE 2.0: a new meta ensemble for time series classificationEfficient Local Search based on Dynamic Connectivity Maintenance for Minimum Connected Dominating SetLearning tractable Bayesian networks in the space of elimination ordersMulti-target support vector regression via correlation regressor chainsUnnamed ItemAnytime algorithms for the longest common palindromic subsequence problemDirectional naive Bayes classifiersLinear discriminant analysis with a generalization of the Moore–Penrose pseudoinverse




This page was built for publication: