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基于相对离群因子的标签噪声过滤方法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 154-168
作者:  侯森寓;  姜高霞;  王文剑
Adobe PDF(6186Kb)  |  收藏  |  浏览/下载：8/3  |  提交时间：2024/04/12
分类  标签噪声  离群点检测  相对离群因子  噪声过滤  
A Comprehensive Overview of CFN From a Commonsense Perspective 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 239-256
作者:  Ru Li, Yunxiao Zhao, Zhiqiang Wang, Xuefeng Su, Shaoru Guo, Yong Guan, Xiaoqi Han, Hongyan Zhao
Adobe PDF(2392Kb)  |  收藏  |  浏览/下载：4/2  |  提交时间：2024/04/03
Chinese FrameNet (CFN), commonsense, scenario commonsense, frame, knowledge  
Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
作者:  Bo-Jing Feng, Xi Cheng, Hao-Nan Xu, Wen-Fang Xue
Adobe PDF(2621Kb)  |  收藏  |  浏览/下载：6/4  |  提交时间：2024/04/03
Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:  Zefa Hu
Adobe PDF(1525Kb)  |  收藏  |  浏览/下载：61/14  |  提交时间：2024/01/25
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
Orientation and Decision-Making for Soccer Based on Sports Analytics and AI: A Systematic Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 37-57
作者:  Zhiqiang Pu;  Yi Pan;  Shijie Wang;  Boyin Liu;  Min Chen;  Hao Ma;  Yixiong Cui
Adobe PDF(3690Kb)  |  收藏  |  浏览/下载：323/266  |  提交时间：2024/01/02
Artificial intelligence (AI)  decision-making  football  review  soccer  sports analytics  
Depth-Guided Vision Transformer With Normalizing Flows for Monocular 3D Object Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 673-689
作者:  Cong Pan;  Junran Peng;  Zhaoxiang Zhang
Adobe PDF(37784Kb)  |  收藏  |  浏览/下载：40/16  |  提交时间：2024/02/19
Monocular 3D object detection  normalizing flows  Swin Transformer  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：73/30  |  提交时间：2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
作者:  Xiaotao Feng;  Xiaogang Zhu;  Qing-Long Han;  Wei Zhou;  Sheng Wen;  Yang Xiang
Adobe PDF(3134Kb)  |  收藏  |  浏览/下载：472/324  |  提交时间：2023/01/03
Firmware emulation  internet of things (IoT) firmware  network fuzzing  security  static analysis  
Geometry Flow-Based Deep Riemannian Metric Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1882-1892
作者:  Yangyang Li;  Chaoqun Fei;  Chuanqing Wang;  Hongming Shan;  Ruqian Lu
Adobe PDF(1815Kb)  |  收藏  |  浏览/下载：95/35  |  提交时间：2023/08/10
Curvature regularization  deep metric learning (DML)  embedding learning  geometry flow  riemannian metric  
Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 330-350
作者:  Jianming Zhan;  Jiajia Wang;  Weiping Ding;  Yiyu Yao
Adobe PDF(1830Kb)  |  收藏  |  浏览/下载：147/58  |  提交时间：2023/01/16
Hesitant fuzzy information system (HFIS)  prospect theory  regret theory  three-way decision (T-WD)