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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：3/0  |  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：6/2  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
Rethinking Global Context in Crowd Counting 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651
作者:  Guolei Sun;   Yun Liu;   Thomas Probst;   Danda Pani Paudel;  Nikola Popovic;   Luc Van Gool
Adobe PDF(2388Kb)  |  收藏  |  浏览/下载：6/3  |  提交时间：2024/07/18
Crowd counting  vision transformer  global context  attention  density map  
Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630
作者:  Wei Ji;   Jingjing Li;   Qi Bi;   Tingwei Liu;  Wenbo Li;   Li Cheng
Adobe PDF(11623Kb)  |  收藏  |  浏览/下载：3/1  |  提交时间：2024/07/18
Segment anything model (SAM)  visual perception  segmentation  foundational model  computer vision  
Privacy Protection for Blockchain-Based Healthcare IoT Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1757-1776
作者:  Minfeng Qi;  Ziyuan Wang;  Qing-Long Han;  Jun Zhang;  Shiping Chen;  Yang Xiang
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：7/4  |  提交时间：2024/07/16
Blockchain  internet of healthcare things (IoHT)  privacy-preserving techniques (PPTs)  
多尺度视觉语义增强的多模态命名实体识别方法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1234-1245
作者:  王海荣;  徐玺;  王彤;  陈芳萍
Adobe PDF(2077Kb)  |  收藏  |  浏览/下载：29/11  |  提交时间：2024/07/02
多模态命名实体识别  多任务学习  多模态融合  Transformer  
Secure Tracking Control via Fixed-Time Convergent Reinforcement Learning for a UAV CPS 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1699-1701
作者:  Zhenyu Gong;  Feisheng Yang
Adobe PDF(604Kb)  |  收藏  |  浏览/下载：45/19  |  提交时间：2024/06/07
Long Duration Coverage Control of Multiple Robotic Surface Vehicles Under Battery Energy Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1695-1698
作者:  Shengnan Gao;  Zhouhua Peng;  Haoliang Wang;  Lu Liu;  Dan Wang
Adobe PDF(516Kb)  |  收藏  |  浏览/下载：53/28  |  提交时间：2024/06/07
Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556
作者:  Weihao Song;  Zidong Wang;  Zhongkui Li;  Jianan Wang;  Qing-Long Han
Adobe PDF(1858Kb)  |  收藏  |  浏览/下载：39/13  |  提交时间：2024/06/07
Communication constraints  maximum correntropy filter  networked nonlinear filtering  particle filter  sample-based approximation  unscented Kalman filter  
Generalized Embedding Machines for Recommender Systems 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 571-584
作者:  Enneng Yang;  Xin Xin;  Li Shen;  Yudong Luo;  Guibing Guo
Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：63/23  |  提交时间：2024/05/23
Feature interactions, high-order interaction, factorization machine (FM), recommender system, graph neural network (GNN)