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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
Authors:
Liang, Yunji
;
Li, Huihui
;
Guo, Bin
;
Yu, Zhiwen
;
Zheng, Xiaolong
;
Samtani, Sagar
;
Zeng, Daniel D.
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View/Download:12/0
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Submit date:2021/03/08
View attention
Spatial attention
Multi-view representation
Series and parallel connection
Conventional neural network
Text classification
动态资讯 2021年 第02期(总第82期)
其他
2021-02-01
Authors:
张桂英
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View/Download:55/15
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Submit date:2021/02/22
Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks
期刊论文
Pattern Recognition, 2021, 期号: 114, 页码: 107859
Authors:
Jun-Yu Ye
;
Yan-Ming Zhang
;
Qing Yang
;
Cheng-Lin Liu
Adobe PDF(1780Kb)
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View/Download:17/6
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Submit date:2021/03/30
Online handwritten documents
Stroke classification
Text line grouping
Graph neural networks
Edge pooling attention networks
Automated Silicon-Substrate Ultra-Microtome for Automating the Collection of Brain Sections in Array Tomography
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 389-401
Authors:
Cheng, Long
;
Liu, Weizhou
;
Zhou, Chao
;
Zou, Yongxiang
;
Hou, Zeng-Guang
Adobe PDF(17687Kb)
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View/Download:7/0
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Submit date:2021/03/08
Array tomography
automatic collection system
brain sections
microscopic object detection
serial section
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Liu, Bao
;
Lai, Zhichao
;
Chen, Jianxin
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Adobe PDF(5636Kb)
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View/Download:40/3
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Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation
期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Li, Dong
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Adobe PDF(976Kb)
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View/Download:34/2
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Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model
A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
Authors:
Wei Jia
;
Jian Gao
;
Wei Xia
;
Yang Zhao
;
Hai Min
;
Jing-Ting Lu
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Adobe PDF(2680Kb)
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View/Download:6/2
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Submit date:2021/02/23
Performance evaluation
convolutional neural network (CNN)
biometrics
palmprint
palm vein
deep learning
Computational Intelligence in Remote Sensing Image Registration: A survey
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:
Yue Wu
;
Jun-Wei Liu
;
Chen-Zhuo Zhu
;
Zhuang-Fei Bai
;
Qi-Guang Miao
;
Wen-Ping Ma
;
Mao-Guo Gong
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Adobe PDF(995Kb)
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View/Download:6/2
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Submit date:2021/02/23
Computational intelligence
evolutionary computation
neural network
deep learning
remote sensing image registration
Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
Authors:
Abhijit Guha
;
Debabrata Samanta
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Adobe PDF(1485Kb)
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View/Download:5/1
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Submit date:2021/02/23
Anomaly detection
title insurance
autoencoder
one-class support vector machine (OSVM)
term frequency – inverse document frequency (TF-IDF)
robotic process automation
dimensionality reduction
Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 45-54
Authors:
Punyanuch Borwarnginn
;
Worapan Kusakunniran
;
Sarattha Karnjanapreechakorn
;
Kittikhun Thongkanchorn
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Adobe PDF(1149Kb)
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View/Download:7/2
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Submit date:2021/02/23
Computer vision
deep learning
dog breed classification
transfer learning
image augmentation