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Determination of major drive of ozone formation and improvement of O3 prediction in typical North China Plain based on interpretable random forest model 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 934, 页码: 12
作者:  Yao, Liyin;  Han, Yan;  Qi, Xin;  Huang, Dasheng;  Che, Hanxiong;  Long, Xin;  Du, Yang;  Meng, Lingshuo;  Yao, Xiaojiang;  Zhang, Liuyi;  Chen, Yang
收藏  |  浏览/下载:10/0  |  提交时间:2024/08/16
O3  Prediction  Interpretable random forest  SHAP  CMAQ  
A Fast Nonnegative Autoencoder-Based Approach to Latent Feature Analysis on High-Dimensional and Incomplete Data 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 3, 页码: 733-746
作者:  Bi, Fanghui;  He, Tiantian;  Luo, Xin
收藏  |  浏览/下载:9/0  |  提交时间:2024/08/16
Knowledge acquisition  data science  high-dimensional and incomplete data  neural network  fast nonnegative AutoEncoder  latent feature analysis  link prediction  network representation learning  
Employing hybrid deep learning for near-real-time forecasts of sensor-based algal parameters in a Microcystis bloom-dominated lake 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 922, 页码: 14
作者:  Wang, Lan;  Shan, Kun;  Yi, Yang;  Yang, Hong;  Zhang, Yanyan;  Xie, Mingjiang;  Zhou, Qichao;  Shang, Mingsheng
收藏  |  浏览/下载:13/0  |  提交时间:2024/07/12
Cyanobacterial blooms  Real-time monitoring  Early warning  Deep -learning modelling  Time series decomposition  Interpretable framework  
Occurrence, spatiotemporal trends, fate, and treatment technologies for microplastics and organic contaminants in biosolids: A review 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2024, 卷号: 466, 页码: 22
作者:  Vo, Phong H. N.;  Le, Gia Ky;  Huy, Lai Nguyen;  Zheng, Lei;  Chaiwong, Chawalit;  Nguyen, Nam Nhat;  Nguyen, Hong T. M.;  Ralph, Peter J.;  Kuzhiumparambil, Unnikrishnan;  Danaee, Soroosh;  Toft, Sonja;  Madsen, Craig;  Kim, Mikael;  Fenstermacher, Jim;  Hai, Ho Truong Nam;  Duan, Haoran;  Tscharke, Ben
收藏  |  浏览/下载:16/0  |  提交时间:2024/07/12
Biosolids  Occurrence  Spatiotemporal trend  Treatment  Multicriteria analysis  Fate  
Enriched oxygen improves age-related cognitive impairment through enhancing autophagy 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2024, 卷号: 16, 页码: 14
作者:  Wang, Shengyuan;  Chen, Bengang;  Yuan, Minghao;  Liu, Shu;  Fan, Haixia;  Yang, Xu;  Zou, Qian;  Pu, Yinshuang;  Cai, Zhiyou
收藏  |  浏览/下载:16/0  |  提交时间:2024/04/07
hyperbaric oxygen therapy  autophagy  AMPK-mTOR pathway  tau hyperphosphorylation  cognitive impairment  
Association of blood heavy metal concentrations with hearing loss: a systematic review and meta-analysis 期刊论文
PUBLIC HEALTH, 2024, 卷号: 227, 页码: 95-102
作者:  Yang, T.;  Chen, H. J.;  Zhang, C. Y.;  He, D.;  Yuan, W.
收藏  |  浏览/下载:17/0  |  提交时间:2024/03/01
Heavy metals  Hearing loss  Meta-analysis  Systematic review  
Distinguishing brain tumors by Label-free confocal micro-Raman spectroscopy 期刊论文
PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2024, 卷号: 45, 页码: 6
作者:  Liu, Jie;  Wang, Pan;  Zhang, Hua;  Wu, Nan
收藏  |  浏览/下载:5/0  |  提交时间:2024/07/12
Brain tumors  Raman spectra  Principal component analysis  Quadratic discriminant analysis  Discriminant model  
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
作者:  Qin, Wen;  Luo, Xin;  Zhou, Mengchu
收藏  |  浏览/下载:17/0  |  提交时间:2024/05/06
Parallel algorithm  industrial application  latent feature analysis  high-dimensional and incomplete data  stochastic gradient descent  parallelization shared-memory  data science  
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
作者:  Qin, Wen;  Luo, Xin
收藏  |  浏览/下载:18/0  |  提交时间:2024/05/06
Training  Representation learning  Data models  Stochastic processes  Computational modeling  Analytical models  Proteins  Asynchronous parallelization  fuzzy optimization  high-dimensional incomplete (HDI) data  latent feature analysis (LFA)  shared-memory  stochastic gradient descent (SGD)  
Data-Driven Remote Center of Cyclic Motion Control for Redundant Robots With Rod-Shaped End-Effector 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 9
作者:  Liu, Mei;  Liu, Kun;  Zhu, Puchen;  Zhang, Guoqian;  Ma, Xin;  Shang, Mingsheng
收藏  |  浏览/下载:18/0  |  提交时间:2024/04/07
Robots  End effectors  Robot kinematics  Kinematics  Recurrent neural networks  Jacobian matrices  Task analysis  Data driven  end-effector  recurrent neural network (RNN)  redundant robot  remote center of motion (RCM)