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科研机构
兰州理工大学 [14]
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期刊论文 [9]
会议论文 [5]
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2021 [5]
2020 [3]
2019 [1]
2016 [1]
2014 [1]
2011 [2]
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专题:兰州理工大学
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Deep InterBoost networks for small-sample image classification
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 492-503
作者:
Li, Xiaoxu
;
Chang, Dongliang
;
Ma, Zhanyu
;
Tan, Zheng-Hua
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
Ensemble learning
Deep neural network
Small-sample image classification
Overfitting
FewHshot image classification method based on sliding feature vectors
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2021, 卷号: 51, 期号: 5, 页码: 1785-1791
作者:
Cao, Jie
;
Qu, Xue
;
Li, Xiao-Xu
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/02/17
Query processing
Vector spaces
Class distributions
Classification methods
Computer applications technologies
Feature space
Features vector
Few-shot learning
Images classification
Local feature
Metric learning
Misclassifications
Research on Classification of COVID-19 Chest X-Ray Image Modal Feature Fusion Based on Deep Learning
期刊论文
JOURNAL OF HEALTHCARE ENGINEERING, 2021, 卷号: 2021
作者:
Ji, Dongsheng
;
Zhang, Zhujun
;
Zhao, Yanzhong
;
Zhao, Qianchuan
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/10/14
Remarnet: Conjoint relation and margin learning for small-sample image classification
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 卷号: 31, 期号: 4, 页码: 1569-1579
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Yang, Xiaochen
;
Ma, Zhanyu
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/06/03
Deep learning
Image classification
Sampling
Classification mechanism
Competitive performance
Discriminative features
Discriminative power
Fully connected networks
Novel neural network
State-of-the-art methods
State-of-the-art performance
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 4, 页码: 1569-1579
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Yang, Xiaochen
;
Ma, Zhanyu
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/06/03
Training
Prototypes
Neural networks
Feature extraction
Task analysis
Deep learning
Adaptation models
Small-sample learning
deep neural network
relation learning
discriminative feature learning
Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
期刊论文
CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109
作者:
Zhang XJ(张玺君)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/11/13
Forecasting
Long short-term memory
Predictive analytics
Roads and streets
Time series
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer
会议论文
作者:
Li, Xiaoxu
;
Chang, Dongliang
;
Ma, Zhanyu
;
Tan, Zheng-Hua
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/12/18
Benchmarking
Deep neural networks
Large dataset
TestingBenchmark datasets
Discriminative features
Function spaces
Generalization error bounds
Nonlinear layers
Number of class
Rademacher complexity
Small sample datum
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer
期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 6482-6495
作者:
Li, Xiaoxu
;
Chang, Dongliang
;
Ma, Zhanyu
;
Tan, Zheng-Hua
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/11/14
Benchmarking
Deep neural networks
Large dataset
Testing
Benchmark datasets
Discriminative features
Function spaces
Generalization error bounds
Nonlinear layers
Number of class
Rademacher complexity
Small sample datum
Small-sample image classification method of combining prototype and margin learning
会议论文
Lanzhou, China, November 18, 2019 - November 21, 2019
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Cao, Jie
;
Chang, Dongliang
;
Ma, Zhanyu
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2020/11/15
Classification (of information)
Deep neural networks
Image classification
Large dataset
Learning systems
Neural networks
Classification methods
Ensemble learning
Ensemble methods
Large-scale datasets
Prototype and margin learning
Prototype learning
Small sample datum
Small samples
Yinger learning dynamic fuzzy neural network algorithm for the three stage inverted pendulum
会议论文
Guangzhou, China, August 25, 2015 - August 26, 2015
作者:
Zhang, Ping
;
Gao, Guodong
;
Zhang, Xin
;
Chen, Wei
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/11/15
Fuzzy inference
Fuzzy logic
Learning algorithms
Pendulums
Dynamic fuzzy neural networks(D-FNN)
Inverted pendulum
Inverted pendulum system
Knowledge extraction
Lazy learning
Overfitting
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