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A robust surrogate model of a solid oxide cell based on an adaptive polynomial approximation method Journal article
International Journal of Hydrogen Energy, 2020,Volume: 45,Issue: 58,Page: 32949-32971
Authors:  Yingtian Chi;  Yiwei Qiu;  Jin Lin;  Yonghua Song;  Wenying Li;  Qiang Hu;  Shujun Mu;  Min Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/04/29
Solid Oxide Cell  Modeling  Adaptive Polynomial Approximation  Experiments  Data-driven  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
Authors:  Li,Tengyue;  Fong,Simon;  Tallón-Ballesteros,Antonio J.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Accuracy  Feature engineering  Interpretability  Medical data classification  Novel metaheuristics  Search algorithm  
Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior Journal article
Concurrency Computation, 2020
Authors:  Zhao,Juanjuan;  Ye,Jiexia;  Xu,Minxian;  Xu,Chengzhong
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crowd behavior  discrete choice model  individual destination prediction  neural network  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
broad learning system  non-negative matrix factorization  representation learning  Robust continuous clustering  
Visualizing Deep Learning-based Radio Modulation Classifier Journal article
IEEE Transactions on Cognitive Communications and Networking, 2020
Authors:  Huang,Liang;  Zhang,You;  Pan,Weijian;  Chen,Jinyin;  Qian,Li Ping;  Wu,Yuan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
classification  Convolution  Data visualization  Deep learning  Deep learning  Feature extraction  Modulation  modulation  radio features.  Speech recognition  visualization  Visualization  
Entity linking facing incomplete knowledge base Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Zhang S.;  Lou J.;  Zhou X.;  Jia W.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Co-attention mechanism  Entity linking  Neural network  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite |  | TC[WOS]:12 TC[Scopus]:18 | Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series Journal article
International Journal of Systems Science, 2016,Volume: 47,Issue: 8,Page: 1868-1876
Authors:  Gan M.;  Philip Chen C.L.;  Chen L.;  Zhang C.-Y.
Favorite |  | TC[WOS]:21 TC[Scopus]:23 | Submit date:2019/02/11
Forecasting  Modelling  State-dependent Model  Time Series  Varying Coefficient Model  
On the distinguishability of HRF models in fMRI Journal article
Frontiers in Computational Neuroscience, 2015,Volume: 9,Issue: MAY
Authors:  Rosa,Paulo N.;  Figueiredo,Patricia;  Silvestre,Carlos J.
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/03/09
BOLD fMRI  Distinguishability  Experimental paradigm  fMRI  HRF  Model selection  
A gradient-descent-based approach for transparent linguistic interface generation in fuzzy models Journal article
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2010,Volume: 40,Issue: 5,Page: 1219-1230
Authors:  Chen L.;  Chen C.L.P.;  Pedrycz W.
Favorite |  | TC[WOS]:17 TC[Scopus]:19 | Submit date:2019/02/11
Fuzzy clustering  fuzzy decision tree  fuzzy systems  linguistic interface  membership functions  transparency and interpretability