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Evaluation of machine learning method in genomic selection for growth traits of Pacific white shrimp
期刊论文
AQUACULTURE, 2024, 卷号: 581, 页码: 9
作者:
Luo, Zheng
;
Yu, Yang
;
Bao, Zhenning
;
Li, Fuhua
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/04/07
Growth traits
Genomic selection
Auto-machine learning
Prediction accuracy
Litopeneaus vannamei
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:
Wang, Jiaxing
;
Shi, Lei
;
Wang, Weiqun
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Electroencephalography
Decoding
Brain modeling
Computational modeling
Optimized production technology
Feature extraction
Data models
Channel selection
channel transformation
brain decoding
computational cost
classification accuracy
Candidate box fusion based approach to adjust position of the candidate box for object detection
期刊论文
IET IMAGE PROCESSING, 2021, 卷号: 15, 期号: 12, 页码: 2799-2809
作者:
Cao, Jie
;
Ren, Wei
;
Zhang, Hong
;
Chen, Zuohan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2021/10/14
Deep learning
Object recognition
CNN models
Detection accuracy
Detection framework
Fusion methods
Generalization ability
Object detection method
Selection methods
Selection stages
Genomic selection using a subset of SNPs identified by genome-wide association analysis for disease resistance traits in aquaculture species
期刊论文
AQUACULTURE, 2021, 卷号: 539, 页码: 6
作者:
Luo, Zheng
;
Yu, Yang
;
Xiang, Jianhai
;
Li, Fuhua
收藏
  |  
浏览/下载:93/0
  |  
提交时间:2021/06/24
Genomic selection
GWAS
Prediction accuracy
Disease resistance
Aquaculture species
A two-level nested model for extracting positive and negative terrains combining morphology and visualization indicators
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 109, 页码: 14
作者:
Li, Jingxin
;
Zhang, Hongqi
;
Xu, Erqi
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  |  
浏览/下载:18/0
  |  
提交时间:2020/05/19
Positive and negative terrains
Visualization indicators
Two-level nested model
Optimum threshold selection
Accuracy assessment
Slope land
A multisensor multiclassifier hierarchical fusion model based on entropy weight for human activity recognition using wearable inertial sensors
期刊论文
IEEE Transactions on Human-Machine Systems, 2019, 卷号: 49, 页码: 105-111
作者:
Guo, Ming
;
Wang, Zhelong
;
Yang, Ning
;
Li, Zhenglin
;
An, Tiantian
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/12/02
Entropy
Feature extraction
Inertial navigation systems
Linear transformations
Pattern recognition
Pattern recognition systems
Sensor networks, Body Area Network
Classification accuracy
congruent transformation
Entropy weight method
Feature selection methods
Hierarchical fusions
Human activity recognition
Wearable systems, Wearable sensors
A novel bagging approach for variable ranking and selection via a mixed importance measure
期刊论文
JOURNAL OF APPLIED STATISTICS, 2018, 卷号: 45, 页码: 1734-1755
作者:
Zhang, Chun-Xia
;
Zhang, Jiang-She
;
Wang, Guan-Wei
;
Ji, Nan-Nan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/11/19
bagging
ensemble learning
variable selection ensemble
variable ranking
Variable selection
selection accuracy
stepwise search algorithm
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
收藏
  |  
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
A deep-layer feature selection method based on deep neural networks
会议论文
作者:
Qiao, Chen
;
Sun, Ke-Feng
;
Li, Bin
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
Deep layer
Feature selection algorithm
Feature selection methods
Features back-selection
Global perspective
Key sites
Learning architectures
Prediction accuracy
Genomic selection methods for crop improvement: Current status and prospects
期刊论文
CROP JOURNAL, 2018, 卷号: 6, 期号: 4
作者:
Wang, Xin
;
Xu, Yang
;
Hu, Zhongli
;
Xu, Chenwu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Genomic selection
Prediction
Accuracy
Crop
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