Urban flow prediction from spatiotemporal data using machine learning: A survey

Peng Xie, Tianrui Li, Jia Liu, +3

Information Fusion

Urban GeographyEngineeringMachine LearningData ScienceUrban Flow Prediction +10

Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions

Zhong Yuan, Hongmei Chen, Peng Xie, +3

Applied Soft Computing

Fuzzy Multi-criteria Decision-makingFuzzy LogicComparative ExperimentsEngineeringNew Directions +7

A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data

Pengfei Zhang, Tianrui Li, Zhong Yuan, +4

Information Fusion

Decision FusionEngineeringMachine LearningData ScienceData Mining +11

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures

Jihong Wan, Hongmei Chen, Tianrui Li, +3

IEEE Transactions on Cybernetics

EngineeringMachine LearningFeature SelectionFuzzy Multi-criteria Decision-makingData Science +16

Anomaly detection based on weighted fuzzy-rough density

Zhong Yuan, Baiyang Chen, Jia Liu, +3

Applied Soft Computing

Fuzzy LogicAnomaly DetectionEngineeringData ScienceData Mining +5

Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection

Zhong Yuan, Hongmei Chen, Tianrui Li, +2

Fuzzy Sets and Systems

Fuzzy LogicAnomaly DetectionEngineeringData ScienceData Mining +5

A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering

Dexian Wang, Tianrui Li, Ping Deng, +3

IEEE Transactions on Big Data

Geometric LearningMultiple Instance LearningImage AnalysisMachine LearningData Science +13

Tribocorrosion behavior of DLC-coated CoCrMo alloy in simulated biological environment

Jia Liu, Xue Wang, Boyi Wu, +3

Vacuum

Materials ScienceTribological CoatingEngineeringCorrosionMechanical Engineering +3

An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability

Wei Huang, Tianrui Li, Jia Liu, +3

Information Fusion

Environmental MonitoringAir Quality AnalysisEngineeringEnvironmental HealthBig Data Techniques +6

Multimodal federated learning: Concept, methods, applications and future directions

Wei Huang, Dexian Wang, Xiaocao Ouyang, +3

Information Fusion

Artificial IntelligenceEngineeringMachine LearningData ScienceFuture Directions +3