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西安交通大学 [4]
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The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction
期刊论文
APPLIED INTELLIGENCE, 2019, 卷号: 49, 期号: 8
作者:
Hu, Ruihan
;
Huang, Qijun
;
Chang, Sheng
;
Wang, Hao
;
He, Jin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Uncertainty prediction
Ensemble pruning
Loss function
Margin criterion tuning
Margin-Based Pareto Ensemble Pruning: An Ensemble Pruning Algorithm That Learns to Search Optimized Ensembles
期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2019
作者:
Hu, Ruihan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Margin-Based Pareto Ensemble Pruning: An Ensemble Pruning Algorithm That Learns to Search Optimized Ensembles (Open Access)
期刊论文
Computational Intelligence and Neuroscience, 2019, 卷号: 2019
作者:
Hu, Ruihan
;
Zhou, Songbin
;
Liu, Yisen
;
Tang, Zhiri
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
A Recursive Ensemble Learning Approach With Noisy Labels or Unlabeled Data
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 36459-36470
作者:
Wang, Yuchen
;
Yang, Yang
;
Liu, Yun-Xia
;
Bharath, Anil Anthony
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
Noisy labels
pruning strategy
semi-supervised learning
ensemble
learning
deep learning
neural networks
Dynamically building diversified classifier pruning ensembles via canonical correlation analysis
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 1, 页码: 271-288
作者:
Jiang, Zhong-Qiu[1]
;
Shen, Xiang-Jun[2]
;
Gou, Jian-Ping[3]
;
Wang, Liangjun[4]
;
Zha, Zheng-Jun[5]
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/24
Ensemble learning
Classifier ensemble
Classifier combination
Classifier fusion
Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 575, 期号: -, 页码: 864-873
作者:
Chen, Wei
;
Hong, Haoyuan
;
Li, Shaojun
;
Shahabi, Himan
;
Wang, Yi
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2020/04/08
Flood susceptibility
Machine learning
Ensemble framework
GIS
China
A novel technique to prune variable selection ensembles
会议论文
Guilin, Guangxi, China, July 29, 2017 - July 31, 2017
作者:
Ren, Liang-Pin
;
Zhang, Chun-Xia
;
Xuan, Hai-Yan
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  |  
浏览/下载:7/0
  |  
提交时间:2020/11/15
Regression analysis
Importance measure
Linear regression models
Reference vectors
Selective ensembles
Simulated datasets
State-of-the-art algorithms
Variable selection
Variable selection problems
Early stopping aggregation in selective variable selection ensembles for high-dimensional linear regression models
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 153, 页码: 1-11
作者:
Zhang, Chun-Xia
;
Zhang, Jiang-She
;
Yin, Qing-Yan
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  |  
浏览/下载:2/0
  |  
提交时间:2019/11/19
Variable selection ensemble
Variable selection
Ranking accuracy
Selection accuracy
Ensemble pruning
Aggregation order
Optimizing multi-sensor deployment via ensemble pruning for wearable activity recognition
期刊论文
Information Fusion, 2018, 卷号: 41, 页码: 68-79
作者:
Cao, Jingjing
;
Li, Wenfeng*
;
Ma, Congcong
;
Tao, Zhiwen
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/04
Multi-sensor data fusion
Human activity recognition
Ensemble pruning
Body sensor networks
Pruning the Ensemble of ANN Based on Decision Tree Induction
期刊论文
NEURAL PROCESSING LETTERS, 2018, 卷号: Vol.48 No.1, 页码: 53-70
作者:
Ding, Sha
;
Chen, Zhi
;
Zhao, Shi-yuan
;
Lin, Tao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/02/25
Neural network ensemble
Ordering-based ensemble pruning
Decision tree induction
Diversity
Margin distribution
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