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High-performance gas sensor utilizing g-C 3 N 4 /In 2 O 3 composite for low concentration prediction to NO 2 期刊论文
SENSORS AND ACTUATORS B-CHEMICAL, 2024, 卷号: 414, 页码: 12
作者:  Ma, Ruilong;  Gan, Wenchao;  Zeng, Yuanhu;  Feng, Shuanglong;  Duan, Shukai;  Feng, Peter;  Peng, Xiaoyan
收藏  |  浏览/下载:1/0  |  提交时间:2024/08/16
Gas sensor  NO2 detection  Deep learning  Concentration prediction  
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:1/0  |  提交时间:2024/08/16
O3  Prediction  Interpretable random forest  SHAP  CMAQ  
Real-time non-invasive hemoglobin prediction using deep learning-enabled smartphone imaging 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2024, 卷号: 24, 期号: 1, 页码: 15
作者:  Chen, Yuwen;  Hu, Xiaoyan;  Zhu, Yiziting;  Liu, Xiang;  Yi, Bin
收藏  |  浏览/下载:2/0  |  提交时间:2024/08/16
Non-invasive prediction  Smartphone  Hemoglobin  Deep learning  Automatic  
Cerebellum-Inspired Model Predictive Control for Redundant Manipulators With Unknown Structure Information 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 卷号: 16, 期号: 3, 页码: 1198-1210
作者:  Yan, Jingkun;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:88/0  |  提交时间:2024/08/16
Brain modeling  Cerebellum  Predictive models  Prediction algorithms  Training  Robots  Reservoirs  Echo state network (ESN)  model predictive control (MPC)  neural dynamics (ND)  redundant manipulator  unknown system  
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:2/0  |  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  
Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:  Chen, Liangming;  Jin, Long;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载:4/0  |  提交时间:2024/07/12
Residual neural networks  Vectors  Noise  Biological neural networks  Medical services  Defect detection  Agriculture  Deep neural networks (DNNs)  industrial applications  ordinary differential equation (ODE)  representation power  
Estimating event probabilities via signal temporal logic and first occurrence distributions 期刊论文
JOURNAL OF LOGIC AND COMPUTATION, 2024, 页码: 39
作者:  Zhang, Siqi;  Qin, Xiaolin;  Zhang, Ju;  Liu, Jiang
收藏  |  浏览/下载:3/0  |  提交时间:2024/07/12
event probability estimation  event representation  signal temporal logic  first occurrence distribution  probabilistic logic  
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:10/0  |  提交时间:2024/07/12
Cyanobacterial blooms  Real-time monitoring  Early warning  Deep -learning modelling  Time series decomposition  Interpretable framework  
Changes in CO2 concentration drive a succession of toxic and non-toxic strains of Microcystis blooms 期刊论文
WATER RESEARCH, 2024, 卷号: 250, 页码: 10
作者:  Jiang, Jingyu;  Zeng, Jiaying;  Wang, Jingkai;  Zuo, Jun;  Wei, Nian;  Song, Lirong;  Shan, Kun;  Gan, Nanqin
收藏  |  浏览/下载:192/0  |  提交时间:2024/03/01
CO2  Toxic Microcystis  Non-toxic Microcystis  Succession  XGBoost model  Microcystis blooms  
Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 2, 页码: 795-808
作者:  Xie, Hong;  Zhong, Mingze;  Shi, Xiaoyu;  Zhang, Xiaoying;  Zhong, Jiang;  Shang, Mingsheng
收藏  |  浏览/下载:16/0  |  提交时间:2024/04/07
Online rating system  assimilate-contrast effects  rating prediction  recommendation