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科研机构
自动化研究所 [43]
内容类型
期刊论文 [22]
学位论文 [17]
会议论文 [4]
发表日期
2023 [1]
2022 [2]
2021 [3]
2020 [3]
2019 [1]
2018 [6]
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Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 5, 页码: 2255-2263
作者:
Hu, Xiyuan
;
Sun, Jingpeng
;
Dong, Jinping
;
Zhang, Xuyun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Feature extraction
Sleep apnea
Hidden Markov models
Mel frequency cepstral coefficient
Convolution
Computational modeling
Brain modeling
Artificial intelligence (AI)
convolutional neural networks (CNNs)
auditory receptive field (ARF) module
snore detection
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
A time-series augmentation method based on empirical mode decomposition and integrated LSTM neural network
会议论文
Glasgow, 2022-07
作者:
chenguang li
;
hongjun yang
;
long cheng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/06/25
Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 548, 页码: 295-312
作者:
Liang, Yunji
;
Li, Huihui
;
Guo, Bin
;
Yu, Zhiwen
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/03/08
View attention
Spatial attention
Multi-view representation
Series and parallel connection
Conventional neural network
Text classification
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者:
Samuel Harford
;
Fazle Karim
;
Houshang Darabi
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/09/03
Adversarial machine learning
deep learning
multivariate time series
perturbation methods
Classification of Rice Yield Using UAV-Based Hyperspectral Imagery and Lodging Feature
期刊论文
PLANT PHENOMICS, 2021, 卷号: 2021, 页码: 14
作者:
Wang, Jian
;
Wu, Bizhi
;
Kohnen, Markus, V
;
Lin, Daqi
;
Yang, Changcai
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/12/28
Deep Learning and Time Series-to-Image Encoding for Financial Forecasting
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者:
Silvio Barra
;
Salvatore Mario Carta
;
Andrea Corriga
;
Alessandro Sebastian Podda
;
Diego Reforgiato Recupero
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/11
Convolutional neural networks (CNNs)
ensemble of CNNs
financial forecasting
Gramian angular fields (GAF) imaging
A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
作者:
Hao Zhang
;
Yongdan Li
;
Zhihan Lv
;
Arun Kumar Sangaiah
;
Tao Huang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/11
Deep belief network (DBN)
flow calculation
frequent pattern
intrusion detection
sliding window
support vector machine (SVM)
Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI
会议论文
Lima, 2020/10/4
作者:
Dongren Yao
;
Jing Sui
;
Erkun Yang
;
Pew-Thian Yap
;
Dinggang Shen
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/06/18
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data
期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:
Yan, Weizheng
;
Calhoun, Vince
;
Song, Ming
;
Cui, Yue
;
Yan, Hao
收藏
  |  
浏览/下载:119/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
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