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| 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
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Online handwritten documents Stroke classification Text line grouping Graph neural networks Edge pooling attention networks |
| 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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Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep learning |
| 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
View | Adobe PDF(1485Kb) | Favorite | View/Download：5/1 | 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 |
| Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
Authors: Fei Liu; Wang K(王坤); Dan Liu; Xin Yang; Jie Tian
View | Adobe PDF(3848Kb) | Favorite | View/Download：45/6 | Submit date：2020/11/02
2D echocardiography Cardiac structure segmentation Pyramid local attention Label coherence learning |
| Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000
Authors: Jian Pan; Congbo Li; Ying Tang; Wei Li; Xiaoou Li
Adobe PDF(2661Kb) | Favorite | View/Download：5/1 | Submit date：2021/04/09
Energy consumption prediction incomplete data generative adversarial imputation nets (GAIN) gene expression programming (GEP) |
| ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors: Xiurui Hou; Kai Wang; Cheng Zhong; Zhi Wei
Adobe PDF(18247Kb) | Favorite | View/Download：7/1 | Submit date：2021/04/09
Graph convolution network long-short term memory network stock market forecasting variational autoencoder (VAE) |
| Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors: Dezhen Xiong; Daohui Zhang; Xingang Zhao; Yiwen Zhao
Adobe PDF(3921Kb) | Favorite | View/Download：0/0 | Submit date：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
| Ground-0 Axioms vs. First Principles and Second Law: From the Geometry of Light and Logic of Photon to Mind-Light-Matter Unity-AI&QI 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 534-553
Authors: Wen-Ran Zhang
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Analytical quantum computing bipolar fuzzy sets bipolar quantum agents business intelligence cognitive neuroscience dynamic equilibrium Einstein-Bohr debate information conservational computing/cryptography computational psychiatry, international relations logically definable causality quantum intelligence quantum-neuro-fuzzy AI, human level AI&QI quantum superposition/entanglement white-box brain model |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
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Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided regularization |
| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
Authors: Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang
Adobe PDF(46102Kb) | Favorite | View/Download：0/0 | Submit date：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
