Scaling Up Estimation of Distribution Algorithms for Continuous Optimization

Weishan Dong, Tianshi Chen, Peter Tiňo, +1

IEEE Transactions on Evolutionary Computation

Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningOperations Research +15

Characterizing Driving Styles with Deep Learning

Weishan Dong, Jian Li, Renjie Yao, +3

arXiv (Cornell University)

Geometric LearningMachine VisionMachine LearningData ScienceGps Data +11

Joint Active Learning with Feature Selection via CUR Matrix Decomposition

Changsheng Li, Xiangfeng Wang, Weishan Dong, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningFeature Selection +17

Dietary preferences and diabetic risk in China: A large‐scale nationwide Internet data‐based study

Zhiyun Zhao, Mian Li, Chao Li, +13

Journal of Diabetes

Self-Paced Multi-Task Learning

Changsheng Li, Junchi Yan, Fan Wei, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceMultiple TasksMultiple Instance LearningEngineeringMachine Learning +14

Autoencoder Regularized Network For Driving Style Representation Learning

Weishan Dong, Ting Yuan, Kai Yang, +2

Geometric LearningDriving Style RepresentationsMachine VisionMachine LearningData Science +13

Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms

Weishan Dong, Xin Yao

Information Sciences

Density EstimationEngineeringGaussian ProcessEigen AnalysisStatistical Inference +6

Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data

Changsheng Li, Wei Fan, Weishan Dong, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningDynamic DataStreaming AlgorithmStreaming Data +16

Human Age Estimation Based on Locality and Ordinal Information

Changsheng Li, Qingshan Liu, Weishan Dong, +3

IEEE Transactions on Cybernetics

EngineeringAgingMachine LearningBiometricsFacial Image +21

Towards effective prioritizing water pipe replacement and rehabilitation

Junchi Yan, Yu Wang, Ke Zhou, +4

International Joint Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningFault ForecastingDeterioration Modeling +20