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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：3/1  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Jiang, Tianzai
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
Modeling and Mitigating the Cycle Aging Cost of Vehicle Batteries in Energy Transportation Nexus 期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2024, 卷号: 15, 期号: 2, 页码: 1902-1912
作者:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Bu, Siqi;  Li, Jianwei;  Cheng, Shuang
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
Batteries  Aging  Degradation  Energy management  Mathematical models  Vehicle-to-grid  Computational modeling  Electric vehicle  battery management  hybrid vehicle energy management  vehicle grid integration  battery aging mechanism  priority experience  imitative learning  
Hybrid Power System Topology and Energy Management Scheme Design for Hydrogen-Powered Aircraft 期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2024, 卷号: 15, 期号: 2, 页码: 1201-1212
作者:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Bu, Siqi;  Pei, Xiaoze;  Zeng, Xianwu;  Li, Jianwei;  Cheng, Shuang
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Aircraft  Batteries  Topology  Energy management  Hydrogen  Aircraft propulsion  Power systems  Transportation electrification  electric aircraft  hybrid energy storage system  power system topology  energy management strategy  
Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者:  Wang BC(王必成);  Wang JP(王军平)
Adobe PDF(2342Kb)  |  收藏  |  浏览/下载：70/21  |  提交时间：2024/06/12
Design of a robot system for reorienting and assembling irregular parts 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2024, 卷号: 21, 期号: 1, 页码: 12
作者:  Su, Jianhua;  Shen, Liancheng;  Peng, Zongyu;  Qu, Xiaoyi
Adobe PDF(1707Kb)  |  收藏  |  浏览/下载：44/7  |  提交时间：2024/05/30
Assembly  object reorientation  force control  
城市固废焚烧过程炉温与烟气含氧量多目标鲁棒预测模型 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 5, 页码: 1001-1014
作者:  胡开成;  严爱军;  汤健
Adobe PDF(1742Kb)  |  收藏  |  浏览/下载：55/23  |  提交时间：2024/05/30
城市固废焚烧  炉温  烟气含氧量  随机配置网络  隐含层并行构造  多目标鲁棒建模  
Hierarchical Distribution-Based Tightly-Coupled LiDAR Inertial Odometry 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 1423-1435
作者:  Wang, Chengpeng;  Cao, Zhiqiang;  Li, Jianjie;  Yu, Junzhi;  Wang, Shuo
Adobe PDF(3553Kb)  |  收藏  |  浏览/下载：52/14  |  提交时间：2024/05/28
3D LiDAR inertial odometry,  distribution  filtering  optimization  point cloud constraint degeneration  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：45/17  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
A Fast Online Elastic-Spine-Based Stiffness Adjusting Mechanism for Fishlike Swimming 期刊论文
Soft Robotics, 2024, 页码: Ahead of Print
作者:  Xiaocun Liao;  Chao Zhou;  Long Cheng;  Jian Wang;  Junfeng Fan;  Zhuoliang Zhang
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：148/51  |  提交时间：2024/05/08
Robotic fish  Elastic spine  Variable stiffness  Stiffness adjustment strategy