Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Chenxi Sun, Shenda Hong, Moxian Song, +2

BMC Medical Informatics and Decision Making

Hypergraph Structure Learning for Hypergraph Neural Networks

Derun Cai, Moxian Song, Chenxi Sun, +3

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Structured PredictionEngineeringMachine LearningStructural Pattern RecognitionNetwork Analysis +14

Classifying vaguely labeled data based on evidential fusion

Moxian Song, Chenxi Sun, Derun Cai, +2

Information Sciences

Decision FusionClassification MethodImage AnalysisMachine VisionData Science +9

A New Interval Numbers Power Average Operator in Multiple Attribute Decision Making

Moxian Song, Jiang Wen, Chunhe Xie, +1

International Journal of Intelligent Systems

Mathematical ProgrammingEngineeringPower Average OperatorIntelligent SystemsMultiple-criteria Decision Analysis +20

Evaluating Topological Vulnerability Based on Fuzzy Fractal Dimension

Tao Wen, Moxian Song, Wen Jiang

International Journal of Fuzzy Systems

Reliability EngineeringEngineeringFuzzy LogicFuzzy MathematicsTopological Vulnerability +3

Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data

Yen-Hsiu Chou, Shenda Hong, Yuxi Zhou, +3

Neurocomputing

EngineeringMachine LearningData ScienceKnowledge-shot LearningPattern Recognition +7

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data

Chenxi Sun, Shenda Hong, Moxian Song, +4

Echo State NetworkRecurrent Neural NetworkEngineeringMachine LearningData Science +12

Time pattern reconstruction for classification of irregularly sampled time series

Chenxi Sun, Hongyan Li, Moxian Song, +3

Pattern Recognition

EngineeringPattern RecognitionTime Pattern ReconstructionSignal ReconstructionTemporal Pattern Recognition +5

Engine fault diagnosis based on sensor data fusion using evidence theory

Moxian Song, Wen Jiang

Advances in Mechanical Engineering

Fault DiagnosisEngineeringSensor Data FusionDiagnosisMulti-sensor Information Fusion +16

Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience

Chenxi Sun, Shenda Hong, Moxian Song, +2

Biomedical Signal Processing and Control

Artificial IntelligenceContinuous Action-space ReinforcementEngineeringMachine LearningData Science +6