UM

Browse/Search Results:  1-10 of 54 Help

Selected(0)Clear Items/Page:    Sort:
An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design Journal article
European Journal of Pharmaceutics and Biopharmaceutics, 2021,Volume: 158,Page: 336-346
Authors:  Gao,Hanlu;  Wang,Wei;  Dong,Jie;  Ye,Zhuyifan;  Ouyang,Defang
Favorite |  | TC[WOS]:1 TC[Scopus]:6 | Submit date:2021/03/02
Dissolution Profile  Machine Learning  Molecular Dynamics (Md) Simulations  Pharmacokinetic Modeling  Solid Dispersion  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature  
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images Journal article
Cognitive Computation, 2020,Volume: 12,Issue: 5,Page: 1011-1023
Authors:  Nilanjan Dey;  V. Rajinikanth;  Simon James Fong;  M. Shamim Kaiser;  Mufti Mahmud
Favorite |  | TC[WOS]:21 TC[Scopus]:24 | Submit date:2021/03/09
Covid-19 Infection  Ct Scan Image  Fused Feature Vector  Knn Classifier  Segmentation And Detection Accuracy  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
A new learning paradigm for random vector functional-link network: RVFL+ Journal article
Neural Networks, 2020,Volume: 122,Page: 94-105
Authors:  Zhang,Peng Bo;  Yang,Zhi Xin
Favorite |  | TC[WOS]:10 TC[Scopus]:11 | Submit date:2021/03/11
KRVFL+  Learning using privileged information  Random vector functional link networks  RVFL+  SVM+  The Rademacher complexity  
RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
An ELM-Embedded Deep Learning Based Intelligent Recognition System for Computer Numeric Control Machine Tools Journal article
IEEE Access, 2020,Volume: 8,Page: 24616-24629
Authors:  Luo,Luqing;  Yang,Zhi Xin;  Tang,Lulu;  Zhang,Kun
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
CNC tool recognition  convolutional neural networks  extreme learning machines auto-encode  hybrid deep learning networks  tool library database  
Fuzzy Clustering in Cascaded Feature Space Journal article
International Journal of Fuzzy Systems, 2019,Volume: 21,Issue: 7,Page: 2155-2167
Authors:  Zhao,Yin Ping;  Chen,Long;  Chen,C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/09
Cascaded feature  Fuzzy clustering  Kernel  Random feature  
Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection Journal article
International Journal of Bio-Inspired Computation, 2019,Volume: 13,Issue: 4,Page: 222-233
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Hongji Yang
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2021/03/09
Kestrel-based Search Algorithm  Feature Subset Selection  Wrapper Method  Filter Method  RAndom Encircling And Imitative Behaviour  Reim  Meta-heuristic Algorithm  
Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study Journal article
Neurocomputing, 2019,Volume: 337,Page: 274-286
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/09
Fuzzy BLS  Fuzzy c-means  Gradient descent  Lyapunov stability  Nonlinear system identification