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CASIA OpenIR

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Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者:  Yisha Li;  Ya Zhang;  Xinde Li;  Changyin Sun
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/08/09
Human-machine cooperation  mixed domain attention mechanism  multi-agent reinforcement learning  spatio-temporal feature  traffic signal control  
DeepGCN based on variable multi-graph and multimodal data for ASD diagnosis 期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2024, 页码: 15
作者:  Liu, Shuaiqi;  Wang, Siqi;  Sun, Chaolei;  Li, Bing;  Wang, Shuihua;  Li, Fei
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/03
machine learning  medical image processing  medical signal processing  
Interpretability in Sentiment Analysis: A Self-Supervised Approach to Sentiment Cue Extraction 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 7, 页码: 23
作者:  Sun, Yawei;  He, Saike;  Han, Xu;  Luo, Yan
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
sentiment cue extraction  self-supervised learning  interpretable machine learning  
Modal Contrastive Learning Based End-to-End Text Image Machine Translation 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP), 2023, 卷号: 32, 期号: 32, 页码: 2153-2165
作者:  Ma, Cong;  Han, Xu;  Wu, Linghui;  Zhang, Yaping;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(6551Kb)  |  收藏  |  浏览/下载：43/20  |  提交时间：2024/06/26
Transformers  Machine translation  Decoding  Semantics  Pipelines  Text recognition  Task analysis  Text image machine translation  contrastive learning  text image recognition  machine translation  
Prompting Large Language Models for Automatic Question Tagging 期刊论文
Machine Intelligence Research, 2024, 页码: 0
作者:  Nuojia Xu;  Dizhan Xue;  Shengsheng Qian;  Quan Fang;  Jun Hu
Adobe PDF(1493Kb)  |  收藏  |  浏览/下载：55/23  |  提交时间：2024/06/04
Community Question Answering  Machine Learning  Large Language Model  Prompt Learning  Question Tagging  
Prior-guided individualized thalamic parcellation based on local diffusion characteristics 期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 4, 页码: 15
作者:  Gao, Chaohong;  Wu, Xia;  Wang, Yaping;  Li, Gang;  Ma, Liang;  Wang, Changshuo;  Xie, Sangma;  Chu, Congying;  Madsen, Kristoffer Hougaard;  Hou, Zhongyu;  Fan, Lingzhong
收藏  |  浏览/下载：30/0  |  提交时间：2024/05/30
diffusion MRI  individualized brain mapping  machine learning  orientation distribution function  thalamic parcellation  
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：62/19  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
作者:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  收藏  |  浏览/下载：59/25  |  提交时间：2024/05/29
Mild cognitive impairment  EEG  Machine learning  
A fast hand motor hotspot determination method based on neuroimaging in transcranial magnetic stimulation 会议论文
, 中国·昆明市, 2024/03/08 - 2024/03/10
作者:  Xinle Cheng;  Mingzhu Li;  Xuefeng Lu;  Shidong Jia;  Tianzi Jiang;  Hao Yan;  Zhengyi Yang
Adobe PDF(9165Kb)  |  收藏  |  浏览/下载：70/24  |  提交时间：2024/05/28
transcranial magnetic stimulation  hand motor hotspot  neuroimage  machine learning  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
作者:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
Adobe PDF(1816Kb)  |  收藏  |  浏览/下载：61/17  |  提交时间：2024/05/23
Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning