Online Feature Selection with Streaming Features

Xindong Wu, Kui Yu, Wei Ding, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningFeature SelectionFull Feature SpaceImage Analysis +16

Scalable and Accurate Online Feature Selection for Big Data

Kui Yu, Xindong Wu, Wei Ding, +1

ACM Transactions on Knowledge Discovery from Data

Cluster ComputingNew Group-saola AlgorithmEngineeringMachine LearningData Science +12

Online Streaming Feature Selection

Xindong Wu, Kui Yu, Hao Wang, +1

International Conference on Machine Learning

EngineeringMachine LearningFeature SelectionStreaming AlgorithmFeature Relevance +16

Multi-Source Causal Feature Selection

Kui Yu, Lin Liu, Jiuyong Li, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningCausal Feature SelectionFeature SelectionCausal Relation Extraction +15

Learning common and label-specific features for multi-Label classification with correlation information

Junlong Li, Peipei Li, Xuegang Hu, +1

Pattern Recognition

Classification MethodMultiple Instance LearningMulti-label ClassificationInformation RetrievalData Science +10

Towards Scalable and Accurate Online Feature Selection for Big Data

Kui Yu, Xindong Wu, Wei Ding, +1

EngineeringMachine LearningFeature SelectionPair Wise CorrelationsTowards Scalable +15

Accurate Markov Boundary Discovery for Causal Feature Selection

Xingyu Wu, Bingbing Jiang, Kui Yu, +2

IEEE Transactions on Cybernetics

EngineeringMachine LearningMachine Learning ToolCausal Feature SelectionFeature Selection +16

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase

Taosheng Xu, Ning Su, Lin Liu, +7

BMC Bioinformatics

A Unified View of Causal and Non-causal Feature Selection

Kui Yu, Lin Liu, Jiuyong Li

ACM Transactions on Knowledge Discovery from Data

EngineeringMachine LearningFeature SelectionBayesian InferenceCausal Inference +15

Towards efficient and effective discovery of Markov blankets for feature selection

Hao Wang, Zhaolong Ling, Kui Yu, +1

Information Sciences

Machine VisionMachine LearningData ScienceData MiningPattern Recognition +10