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Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li;  Lambros Katafygiotis
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
LBNN: Perceiving the state changes of a core telecommunications network via linear bayesian neural network Conference paper
Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
Authors:  Lin,Yanying;  Ye,Kejiang;  Chen,Ming;  Deng,Naitian;  Wu,Tailin;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Linear Bayesian Neural Network  State Change Perception  Telecommunications Core Network  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tengyue Li;  Simon Fong;  Shirley W.I. Siu;  Xin-she Yang;  Lian-Sheng Liu;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
Hierarchical outlier detection approach for online distributed structural identification Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 11
Authors:  Ke Huang;  Ka-Veng Yuen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian  Hierarchical Detection  Online Distributed Identification  Outlier Detection  Structural Health Monitoring  Wireless Sensor Network  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Tengyue Li;  Simon Fong;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Information Sciences, 2020,Volume: 523,Page: 266-278
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite |  | TC[WOS]:3 TC[Scopus]:6 | Submit date:2021/03/11
Context representation  Exercise recommendation  Knowledge tracing  LSTM  Personalized learning  
Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network Journal article
Structural Health Monitoring, 2020,Volume: 20,Issue: 4,Page: 1563-1582
Authors:  Dan Li;  Yang Wang;  Wang Ji Yan;  Wei Xin Ren
Favorite |  | TC[WOS]:6 TC[Scopus]:4 | Submit date:2021/03/11
Rail  Crack Monitoring  Acoustic Emission  Classification  Synchrosqueezed Wavelet Transform  Multi-branch Convolutional Neural Network  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
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 |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2018/10/30
acoustic signal  ensemble empirical mode decomposition  sparse Bayesian extreme learning machine  sample entropy  singular value decomposition