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科研机构
自动化研究所 [10]
内容类型
期刊论文 [9]
会议论文 [1]
发表日期
2020 [10]
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发表日期:2020
专题:自动化研究所
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Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images
期刊论文
FORENSIC SCIENCE INTERNATIONAL-DIGITAL INVESTIGATION, 2020, 卷号: 35, 页码: 12
作者:
Quan, Weize
;
Wang, Kai
;
Yan, Dong-Ming
;
Zhang, Xiaopeng
;
Pellerin, Denis
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/08
Image forensics
Computer-generated image
Convolutional neural network
Generalization
Negative samples
Deep Convolutional Neural Network-Aided Detection of Portal Hypertension in Patients With Cirrhosis
期刊论文
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 卷号: 18, 期号: 13, 页码: 2998-+
作者:
Liu, Yanna
;
Ning, Zhenyuan
;
Ormeci, Necati
;
An, Weimin
;
Yu, Qian
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/01/06
HVPG
Diagnostic
Deep Learning
AI
A Transfer Learning Framework for RSVP-based Brain Computer Interface
会议论文
Montreal, QC, Canada, 20-24 July 2020
作者:
Wei Wei
;
Qiu Shuang
;
Ma Xuelin
;
Li Dan
;
Zhang Chuncheng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/05/27
A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1344-1355
作者:
Feng, Shuang
;
Chen, C. L. Philip
;
Zhang, Chun-Yang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2020/08/03
Data models
Training
Training data
Fuzzy neural networks
Databases
Neural networks
Classification
fuzzy deep model
fuzzy restricted Boltzmann machine (FRBM)
hybrid learning
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
作者:
Yuanyuan Chen
;
Hongyu Chen
;
Peijun Ye
;
Yisheng Lv
;
Fei-Yue Wang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/10/16
Traffic Flow Prediction
Ensemble Learning
Deep Learning
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:
Ameer Hamza Khan
;
Xinwei Cao
;
Shuai Li
;
Vasilios N. Katsikis
;
Liefa Liao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/11
Adaptive moment estimation (ADAM)
Beetle antennae search (BAM)
gradient estimation
metaheuristic optimization
nature-inspired algorithms
neural network
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:
Xiong Yang
;
Bo Zhao
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  |  
浏览/下载:9/0
  |  
提交时间:2021/03/11
Adaptive critic designs (ACDs)
asymmetric input constraint
critic neural network (CNN)
nonlinear systems
optimal control
reinforcement learning (RL)
PID Neural Network Decoupling Control Based on Hybrid Particle Swarm Optimization and Differential Evolution
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 867-873
作者:
Hong-Tao Ye
;
Zhen-Qiang Li
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/02/22
Particle swarm optimization
differential evolution
proportion integration differentiation (PID) neural network
hybrid approach
decoupling control.
Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488
作者:
Yu Cao
;
Jian Huang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/11
Echo state Gaussian process
model predictive control
neural network
pneumatic muscle actuators-driven exoskeleton
Accurate Classification of EEG Signals Using Neural Networks Trained by Hybrid Population-physic-based Algorithm
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 108-122
作者:
Sajjad Afrakhteh
;
Mohammad-Reza Mosavi
;
Mohammad Khishe
;
Ahmad Ayatollahi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/02/22
Brain-computer interface (BCI)
classification
electroencephalography (EEG)
gravitational search algorithm (GSA)
multi-layer perceptron neural network (MLP-NN)
particle swarm optimization.
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