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期刊论文 [18]
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Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
作者:
Li, Lianfa
;
Girguis, Mariam
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
McClure, Crystal
收藏
  |  
浏览/下载:125/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction
会议论文
Online, 2020-11
作者:
Dianbo Sui
;
Yubo Chen
;
Jun Zhao
;
Yantao Jia
;
Yunantao Xie
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/06/28
Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming
期刊论文
Expert Systems with Applications, 2020, 期号: 166, 页码: 114091
作者:
Jianping Li
;
Jun Hao
;
Qianqian Feng
;
Xiaolei Sun
;
Mingxi Liu
收藏
  |  
浏览/下载:205/0
  |  
提交时间:2021/01/26
Multi-objective optimization
Ensemble forecasting
Machine learning
Evolutionary algorithm
Baltic Dry Index
Monthly Streamflow Forecasting Using ELM-IPSO Based on Phase Space Reconstruction
期刊论文
WATER RESOURCES MANAGEMENT, 2020, 卷号: 34, 期号: 11, 页码: 3515-3531
作者:
Jiang, Yan
;
Bao, Xin
;
Hao, Shaonan
;
Zhao, Hongtao
;
Li, Xuyong
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  |  
浏览/下载:36/0
  |  
提交时间:2021/08/31
Streamflow prediction
Chaohe River basin
Chaotic dynamic characteristics
Phase space reconstruction
Extreme learning machine
Improved particle swarm optimization algorithm
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations
期刊论文
ADVANCES IN WATER RESOURCES, 2020, 卷号: 143, 页码: 17
作者:
Jing, Wenlong
;
Di, Liping
;
Zhao, Xiaodan
;
Yao, Ling
;
Xia, Xiaolin
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  |  
浏览/下载:15/0
  |  
提交时间:2021/03/18
Terrestrial water storage
Machine learning
GRACE
The Nile River basin
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
浏览/下载:20/0
  |  
提交时间:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
Quantitative Assessment of Upper-Limb Motor Function for Post-Stroke Rehabilitation Based on Motor Synergy Analysis and Multi-Modality Fusion
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 943-952
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Li, Jingyue
;
Zhang, Tong
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  |  
浏览/下载:30/0
  |  
提交时间:2020/06/22
Post-stroke hemiparesis
upper limb functional assessment
motor synergies
multi-modality fusion
motion capture technology
electromyography (EMG)
Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling
期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 卷号: 24, 期号: 3, 页码: 1485-1509
作者:
Pan, Shufen
;
Pan, Naiqing
;
Tian, Hanqin
;
Friedlingstein, Pierre
;
Sitch, Stephen
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  |  
浏览/下载:6/0
  |  
提交时间:2021/08/31
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
Can Terrestrial Water Storage Dynamics be Estimated From Climate Anomalies?
期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 3, 页码: 19
作者:
Jing, Wenlong
;
Zhao, Xiaodan
;
Yao, Ling
;
Di, Liping
;
Yang, Ji
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/23
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