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Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：10/1  |  提交时间：2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
Adobe PDF(2984Kb)  |  收藏  |  浏览/下载：12/3  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703
作者:  Yun-Xiao Li;  Cheng-Li-Zhao Chen;   Shuai Li;   Ai-Min Hao;  Hong Qin
Adobe PDF(6454Kb)  |  收藏  |  浏览/下载：14/4  |  提交时间：2024/07/18
Video salient object detection  background consistency analysis  weakly supervised learning  long-term information  background shift  
Automation 5.0: The Key to Industry 5.0 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1723-1727
作者:  Ljubo Vlacic;  Hailong Huang;  Mariagrazia Dotoli;  Yutong Wang;  Petros A. Ioannou;  Lili Fan;  Xingxia Wang;  Raffaele Carli;  Chen Lv;  Lingxi Li;  Xiaoxiang Na;  Qing-Long Ha;  Fei-Yue Wang
Adobe PDF(2574Kb)  |  收藏  |  浏览/下载：9/5  |  提交时间：2024/07/16
NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 1913-1931
作者:  Zhang Xi(张熙);  Feifei Zhang;  Changsheng Xu
Adobe PDF(4719Kb)  |  收藏  |  浏览/下载：26/6  |  提交时间：2024/07/08
Autonomous Crowdsensing: Operating and Organizing Crowdsensing for Sensing Automation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4254-4258
作者:  Wu, Wansen;  Yang, Weiyi;  Li, Juanjuan;  Zhao, Yong;  Zhu, Zhengqiu;  Chen, Bin;  Qiu, Sihang;  Peng, Yong;  Wang, Fei-Yue
收藏  |  浏览/下载：16/0  |  提交时间：2024/07/03
Crowdsensing  Sensors  Task analysis  Robot sensing systems  Decentralized autonomous organization  Automation  Artificial intelligence  Cyber-physical-social systems (CPSS)  crowdsensing intelligence (CSI)  autonomous crowdsensing  
Revisiting Confidence Estimation: Towards Reliable Failure Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:  Zhu, Fei;  Zhang, Xu-Yao;  Cheng, Zhen;  Liu, Cheng-Lin
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/03
Confidence estimation  uncertainty quantification  failure prediction  misclassification detection  selective classification  out-of-distribution detection  confidence calibration  model reliability  trustworthy  flat minima  
Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 卷号: 10, 期号: 6, 页码: 3333-3342
作者:  Wang, Ge;  Li, Juanjuan;  Wang, Xiao;  Li, Junqing;  Yuan, Yong;  Wang, Fei-Yue
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
Blockchains  Decision making  Reliability  Security  Encryption  Smart contracts  Data models  Blockchain  crypto management  decentralized autonomous organizations (DAOs)  federated data  non-fungible token (NFT)  smart contract  
Generative AI Empowering Parallel Manufacturing: Building a "6S" Collaborative Production Ecology for Manufacturing 5.0 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 15
作者:  Yang, Jing;  Wang, Yutong;  Wang, Xingxia;  Wang, Xiaoxing;  Wang, Xiao;  Wang, Fei-Yue
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Blockchain  collaborative manufacturing  DAO  foundation models  industry 5.0  manufacturing 5.0  parallel intelligence  parallel manufacturing  privacy-preserving  
基于区块链的联邦学习: 模型、方法与应用 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1059-1085
作者:  李程;  袁勇;  郑志勇;  杨东;  王飞跃
Adobe PDF(2337Kb)  |  收藏  |  浏览/下载：22/9  |  提交时间：2024/07/02
区块链  联邦学习  智能合约  机器学习  隐私保护