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Effect of Three Gorges Dam on Poyang Lake water level at daily scale based on machine learning 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2021, 卷号: 31, 期号: 11, 页码: 1598-1614
作者:  Huang Sheng;  Xia Jun;  Zeng Sidong;  Wang Yueling;  She Dunxian
收藏  |  浏览/下载:69/0  |  提交时间:2021/12/23
water level  Poyang Lake  machine learning  Three Gorges Dam  Yangtze River  
Adjusting Learning Depth in Nonnegative Latent Factorization of Tensors for Accurately Modeling Temporal Patterns in Dynamic QoS Data 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 4, 页码: 2142-2155
作者:  Luo, Xin;  Chen, Minzhi;  Wu, Hao;  Liu, Zhigang;  Yuan, Huaqiang;  Zhou, Mengchu
收藏  |  浏览/下载:82/0  |  提交时间:2021/11/26
Tensors  Data models  Quality of service  Computational modeling  Analytical models  Training  Web services  Algorithm  big data  dynamics  high-dimensional and incomplete (HDI) data  machine learning  missing data estimation  multichannel data  nonnegative latent factorization of tensors (NLFT)  temporal pattern  quality of service (QoS)  web service  
Artificial Intelligence Designer for Highly-Efficient Organic Photovoltaic Materials 期刊论文
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2021, 卷号: 12, 期号: 36, 页码: 8847-8854
作者:  Sun, Wenbo;  Zheng, Yujie;  Zhang, Qi;  Yang, Ke;  Chen, Haiyan;  Cho, Yongjoon;  Fu, Jiehao;  Odunmbaku, Omololu;  Shah, Akeel A.;  Xiao, Zeyun;  Lu, Shirong;  Chen, Shanshan;  Li, Meng;  Qin, Bo;  Yang, Changduk;  Frauenheim, Thomas;  Sun, Kuan
收藏  |  浏览/下载:173/0  |  提交时间:2021/11/26
Early Alzheimer's disease diagnosis with the contrastive loss using paired structural MRIs 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 208, 页码: 11
作者:  Qiao, Hezhe;  Chen, Lin;  Ye, Zi;  Zhu, Fan
收藏  |  浏览/下载:178/0  |  提交时间:2021/10/13
Alzheimer's disease (AD)  Contrastive loss  Magnetic resonance imaging (MRI)  Mini-mental state examination (MMSE)  Convolutional neural network (CNN)  
Trigonometric Inference Providing Learning in Deep Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 15, 页码: 15
作者:  Cai, Jingyong;  Takemoto, Masashi;  Qiu, Yuming;  Nakajo, Hironori
收藏  |  浏览/下载:105/0  |  提交时间:2021/10/13
backpropagation  neural network training  trigonometric inference  
Entanglement structure detection via machine learning 期刊论文
QUANTUM SCIENCE AND TECHNOLOGY, 2021, 卷号: 6, 期号: 3, 页码: 8
作者:  Chen, Changbo;  Ren, Changliang;  Lin, Hongqing;  Lu, He
收藏  |  浏览/下载:105/0  |  提交时间:2021/10/13
entanglement structure  machine learning  multipartite entanglement  correct predictions  
A Simple and Quick Screening Method for Intrapulmonary Vascular Dilation in Cirrhotic Patients Based on Machine Learning 期刊论文
JOURNAL OF CLINICAL AND TRANSLATIONAL HEPATOLOGY, 2021, 页码: 8
作者:  Li, Yu-Jie;  Tang, Xi;  Li, Peng;  Yang, Zhi-Yong;  Zhi, Hong-Yu;  Li, Xiao-Jun;  Chen, Yang;  Deng, Peng;  Qin, Xiao-Lin;  Gu, Jian-Teng;  Ning, Jiao-Lin;  Lu, Kai-Zhi;  Zhang, Ju;  Xia, Zheng-Yuan;  Chen, Yu-Wen;  Yi, Bin
收藏  |  浏览/下载:91/0  |  提交时间:2021/11/26
Hepatopulmonary syndrome  Intrapulmonary vascular dilation  Cirrhosis  Screening  Machine learning  
Application of network link prediction in drug discovery 期刊论文
BMC Bioinformatics, 2021, 卷号: 22, 期号: 1
作者:  Abbas,Khushnood;  Abbasi,Alireza;  Dong,Shi;  Niu,Ling;  Yu,Laihang;  Chen,Bolun;  Cai,Shi-Min;  Hasan,Qambar
收藏  |  浏览/下载:48/0  |  提交时间:2021/05/17
Data-driven drug discovery  Network link prediction  Poly-pharmacy  Poly-pharmacy side effects prediction  Drug-target prediction  
Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Wang, Zhi;  Liu, Yu;  Luo, Xin;  Wang, Jianjun;  Gao, Chao;  Peng, Dezhong;  Chen, Wu
收藏  |  浏览/下载:50/0  |  提交时间:2022/08/22
Minimization  Convergence  Tensors  Optimization  Analytical models  Data models  Data analysis  Inexact proximal step  low-rank minimization  matrix completion  novel nonconvex regularizer  robust principal component analysis (RPCA)  tensor completion  
An alpha -beta -Divergence-Generalized Recommender for Highly Accurate Predictions of Missing User Preferences 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:  Shang, Mingsheng;  Yuan, Ye;  Luo, Xin;  Zhou, MengChu
收藏  |  浏览/下载:52/0  |  提交时间:2022/08/22
Computational modeling  Sparse matrices  Convergence  Data models  Predictive models  Linear programming  Euclidean distance  -divergence  big data  convergence analysis  high-dimensional and sparse (HiDS) data  momentum  machine learning  missing data estimation  non-negative latent factor analysis (NLFA)  recommender system (RS)