scientific article

From MaRDI portal
Publication:2896024

zbMath1242.68197MaRDI QIDQ2896024

Subramani Mani, Alexander Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos, Xenofon D. Koutsoukos

Publication date: 13 July 2012

Full work available at URL: http://www.jmlr.org/papers/v11/aliferis10a.html

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



Related Items (34)

Markov Neighborhood Regression for High-Dimensional InferenceDiscovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approachEfficient score-based Markov blanket discoveryPartitioned hybrid learning of Bayesian network structuresDiscovering causes and effects of a given node in Bayesian networksLearning structures of Bayesian networks for variable groupsObjective Bayesian Nets for Integrating Consistent DatasetsUsing causal discovery for feature selection in multivariate numerical time seriesJoint Markov blankets in feature sets extracted from wavelet packet decompositionsBlankets joint posterior score for learning Markov network structuresSwamping and masking in Markov boundary discoveryDomain knowledge-enhanced variable selection for biomedical data analysisOnline feature selection for multi-source streaming featuresA greedy feature selection algorithm for big data of high dimensionalityLearning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operatorThe difficulty of being moralLearning Moral Graphs in Construction of High-Dimensional Bayesian Networks for Mixed DataData based identification and prediction of nonlinear and complex dynamical systemsThe IBMAP approach for Markov network structure learningUnnamed ItemForward-Backward Selection with Early DroppingCausal gene identification using combinatorial V-structure searchExtending greedy feature selection algorithms to multiple solutionsMachine Learning Approaches for Early DRG Classification and Resource AllocationAn efficient semi-supervised representatives feature selection algorithm based on information theoryEfficient and effective Bayesian network local structure learningStructure learning of Bayesian networks by continuous particle swarm optimization algorithmsLearning Bayesian network structures using weakest mutual-information-first strategyWho learns better Bayesian network structures: accuracy and speed of structure learning algorithmsEfficient feature selection using shrinkage estimatorsImproving Bayesian network local structure learning via data-driven symmetry correction methodsImproving the efficiency of genomic selectionSobol Sensitivity: A Strategy for Feature SelectionDiscrete Bayesian Network Classifiers




This page was built for publication: