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北京航空航天大学 [7]
湖南大学 [7]
江苏大学 [5]
武汉大学 [5]
自动化研究所 [4]
沈阳自动化研究所 [4]
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期刊论文 [50]
会议论文 [11]
发表日期
2018 [61]
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Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
作者:
Wang, Bin
;
Zheng, Lihong
;
Liu, De Li
;
Ji, Fei
;
Clark, Anthony
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/05/23
GCMs
machine learning
multi-model ensemble
random forest
support vector machine
PTMiner: localization and quality control of protein modifications detected in an open search and its application to comprehensive PTM characterization in human proteome
期刊论文
Molecular & cellular proteomics : MCP, 2018
作者:
An, Zhi-Wu
;
Zhai, Linhui
;
Ying, Wantao
;
Qian, Xiaohong
;
Gong, Fuzhong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2019/01/08
The fronto-insular cortex causally mediates the default-mode and central-executive networks to contribute to individual cognitive performance in healthy elderly
期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 11, 页码: 4302-4311
作者:
Li, Rui
;
Zhang, Shouzi
;
Yin, Shufei
;
Ren, Weicong
;
He, Rongqiao
收藏
  |  
浏览/下载:101/0
  |  
提交时间:2018/11/19
Bayesian Network
Directed Connectivity
Fronto-insular Cortex
Posterior Cingulate Cortex
Salience Network
Triple Network Model
A Regionalized Study on the Spatial-Temporal Changes of Grassland Cover in the Three-River Headwaters Region from 2000 to 2016
期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 10, 页码: 24
作者:
Liu, Naijing
;
Yang, Yaping
;
Yao, Ling
;
Yue, Xiafang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/05/23
MOD44B
grassland cover
regionalization
Machine Learning
Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 10, 页码: 2355-2373
作者:
Hu, Weiming
;
Tian, Guodong
;
Kang, Yongxin
;
Yuan, Chunfeng
;
Maybank, Stephen
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  |  
浏览/下载:39/0
  |  
提交时间:2018/10/10
Hdp-hmm
Sticky Prior
Motion Pattern Learning
Natural Language Description
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
作者:
Qian, Shengsheng
;
Zhang, Tianzhu
;
Xu, Changsheng
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2019/12/16
Social media
discriminative non-parametric Bayesian model
multi-modality
Forecasting Crude Oil Prices Using Ensemble Empirical Mode Decomposition and Sparse Bayesian Learning
期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 7
作者:
Li, Taiyong
;
Hu, Zhenda
;
Jia, Yanchi
;
Wu, Jiang
;
Zhou, Yingrui
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/08/22
crude oil prices
time series forecasting
ensemble empirical mode decomposition (EEMD)
sparse Bayesian learning (SBL)
energy forecasting
A new image classification method using CNN transfer learning and web data augmentation
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 卷号: 95, 页码: 43-56
作者:
Han, Dongmei
;
Liu, Qigang
;
Fan, Weiguo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/08/22
Feature transferring
Data augmentation
Convolutional neural network
Feature representation
Parameter fine-tuning
Bayesian optimization
Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1, 页码: 23
作者:
Liu, Yangxiaoyue
;
Yang, Yaping
;
Jing, Wenlong
;
Yue, Xiafang
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/05/30
soil moisture
ESA CCI
downscaling
machine learning
monthly
Complex Sequential Tasks Learning with Bayesian Inference and Gaussian Mixture Model
会议论文
Kuala Lumpur, Malaysia, December 12-15, 2018
作者:
Zhang HW(张会文)
;
Zhang W(张伟)
;
Zhou WJ(周维佳)
;
Han XN(韩小宁)
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/05/12
Bayesian segmentation
dynamical system
GMM
movement primitives
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