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Critical edge behavior in the perturbed Laguerre unitary ensemble and the Painlevé V transcendent Journal article
Journal of Mathematical Analysis and Applications, 2019,Volume: 474,Issue: 1,Page: 572-611
Authors:  Chen M.;  Chen Y.;  Fan E.-G.
Favorite  |  View/Download:11/0  |  Submit date:2019/02/12
Deift–zhou Nonlinear Steepest Descent Method  Hankel Determinants  Painlevé v Equation  Perturbed Laguerre Weight  Riemann–hilbert Problem  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings
Authors:  Ma B.B.;  Fong S.;  Millham R.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/13
Data Analytics  Data mining  Fog computing  Gas Sensor  Internet of Things  
KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation Journal article
ENTROPY, 2018,Volume: 20,Issue: 4
Authors:  Wei, Huiqin;  Chen, Long;  Guo, Li
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
fuzzy clustering  ensemble learning  KL divergence  spatial information  image segmentation  
KL divergence-based fuzzy cluster ensemble for image segmentation Journal article
Entropy, 2018,Volume: 20,Issue: 4
Authors:  Wei H.;  Chen L.;  Guo L.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
Tackling class overlap and imbalance problems in software defect prediction Journal article
SOFTWARE QUALITY JOURNAL, 2018,Volume: 26,Issue: 1,Page: 97-125
Authors:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning  
A novel AdaBoost framework with robust threshold and structural optimization Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 64-76
Authors:  Zhang P.-B.;  Yang Z.-X.
Favorite  |  View/Download:8/0  |  Submit date:2018/12/22
Adaboost Algorithm  Bounds Of Empirical Error  Ensemble Method  Generalization Error  Indoor Positioning System  Robust Threshold  Special Single-layer Neural Network  Structural Optimization  
Correlated EEMD and Effective Feature Extraction for Both Periodic and Irregular Faults Diagnosis in Rotating Machinery Journal article
ENERGIES, 2017,Volume: 10,Issue: 10
Authors:  Liang, Jiejunyi;  Zhong, Jian-Hua;  Yang, Zhi-Xin
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
acoustic signal  ensemble empirical mode decomposition  sparse Bayesian extreme learning machine  sample entropy  singular value decomposition  
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:  Liang J.;  Zhong J.-H.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning Machine  
Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 132,Page: 249-262
Authors:  Chen, Xiaobo;  Wei, Zhongjie;  Li, Zuoyong;  Liang, Jun;  Cai, Yingfeng;  Zhang, Bob
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Missing data  Low-rank matrix completion  Nearest neighbor  Pearson's correlation  Ensemble learning