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期刊论文 [25]
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Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
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浏览/下载：12/0
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提交时间：2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Hierarchical Interpretable Imitation Learning for End-to-End Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 1, 页码: 673-683
作者:
Teng, Siyu
;
Chen, Long
;
Ai, Yunfeng
;
Zhou, Yuanye
;
Xuanyuan, Zhe
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浏览/下载：0/0
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提交时间：2023/11/16
Semantics
Data models
Autonomous vehicles
Cameras
Reinforcement learning
Predictive models
Robustness
Autonomous driving
imitation learning
motion planning
end-to-End driving
interpretability
Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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浏览/下载：34/0
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提交时间：2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Interpretable deep learning approach for tool wear monitoring in high-speed milling
期刊论文
COMPUTERS IN INDUSTRY, 2022, 卷号: 138
作者:
Guo, Hao
;
Zhang, Yu
;
Zhu, Kunpeng
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浏览/下载：20/0
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提交时间：2022/05/16
Tool wear monitoring
Interpretability
Deep learning
Attention
Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2986-2997
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
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浏览/下载：26/0
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提交时间：2022/07/25
Cognition
Video recording
Syntactics
Visualization
Task analysis
Semantics
Linguistics
Visual Commonsense Reasoning
explicit reasoning
syntactic structure
interpretability
Attention Analysis and Calibration for Transformer in Natural Language Generation
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 1927-1938
作者:
Lu, Yu
;
Zhang, Jiajun
;
Zeng, Jiali
;
Wu, Shuangzhi
;
Zong, Chengqing
收藏
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浏览/下载：16/0
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提交时间：2022/07/25
Graphics
Magnetization
Symbols
Magnetostatics
Speech processing
Permeability
Image color analysis
Attention mechanism
interpretability
Transformer
attention calibration
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
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浏览/下载：19/0
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提交时间：2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
Knowledge Mining: A Cross-disciplinary Survey
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 89-114
作者:
Yong Rui, Vicente Ivan Sanchez Carmona, Mohsen Pourvali, Yun Xing, Wei-Wen Yi, Hui-Bin Ruan, Yu Zhang
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浏览/下载：33/0
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提交时间：2022/03/29
Knowledge mining
knowledge extraction
information extraction
association rule
interpretability
Deep Neural Fuzzy System Oriented toward High-Dimensional Data and Interpretable Artificial Intelligence
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 19
作者:
Chen, Dewang
;
Cai, Jijie
;
Huang, Yunhu
;
Lv, Yisheng
收藏
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浏览/下载：25/0
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提交时间：2021/11/03
interpretability
high-dimensional data
adaptive neuro-fuzzy inference system
deep neural fuzzy system
Human-Swarm-Teaming Transparency and Trust Architecture
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1281-1295
作者:
Adam J. Hepworth
;
Daniel P. Baxter
;
Aya Hussein
;
Kate J. Yaxley
;
Essam Debie
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浏览/下载：42/0
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提交时间：2021/06/11
Artificial intelligence
explainability
human-swarm teaming (HST)
interpretability
predictability
swarm shepherding
transparency
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