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| 面向医疗场景的对话理解与生成方法研究 学位论文 博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 李梅
Adobe PDF(4843Kb)  |   Favorite  |  View/Download:36/0  |  Submit date:2022/06/30 自然语言处理 |
| 肌肉骨骼机器人神经启发式分层运动学习研究 学位论文 工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 周俊杰
Adobe PDF(25529Kb)  |   Favorite  |  View/Download:52/4  |  Submit date:2022/06/14 肌肉骨骼机器人系统 神经启发式算法 分层运动学习 行为决策 |
| 面向高效图像理解的神经网络结构搜索算法研究 学位论文 工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 俞宏远
Adobe PDF(9743Kb)  |   Favorite  |  View/Download:39/2  |  Submit date:2022/06/13 神经网络结构搜索 循环可微分 自蒸馏 多任务搜索 多目标搜索 |
| 基于强化学习和价格动态的农业种植规划 学位论文 工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 樊梦涵
Adobe PDF(2981Kb)  |   Favorite  |  View/Download:21/3  |  Submit date:2022/06/13 种植规划 基于代理模拟 平行管理 种植决策支持 强化学习 |
| Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 75-89 Authors: Aijuan Song; Guohua Wu; Witold Pedrycz; Ling Wang
Adobe PDF(2677Kb)  |   Favorite  |  View/Download:43/3  |  Submit date:2021/11/03 Evolutionary algorithm (EA) nonlinear equations systems (ENSs) problem domain knowledge variable reduction strategy (VRS) |
| Knowledge Mining: A Cross-disciplinary Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 页码: 89-114 Authors: Yong Rui, Vicente Ivan Sanchez Carmona, Mohsen Pourvali, Yun Xing, Wei-Wen Yi, Hui-Bin Ruan, Yu Zhang
Adobe PDF(1635Kb)  |   Favorite  |  View/Download:14/1  |  Submit date:2022/03/29 Knowledge mining knowledge extraction information extraction association rule interpretability |
| A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 页码: 138-152 Authors: Qian-Long Dang, Wei Xu, Yang-Fei Yuan
Adobe PDF(2376Kb)  |   Favorite  |  View/Download:17/3  |  Submit date:2022/03/29 Multimodal multi-objective optimization (MMO) dynamic resource allocating strategy (DRAS) reinforcement learning (RL) decision space partition zoning search |
| Cyclic Differentiable Architecture Search 期刊论文 IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 2022, 期号: TPAMI.2022.3153065, 页码: DOI 10.1109 Authors: Yu HY(俞宏远) ; Peng HW(彭厚文) ; Huang Y(黄岩) ; Fu JL(傅建龙); Du, Hao; Wang L(王亮) ; Lin, Haibin
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| Stable Label-Specific Features Generation for Multi-Label Learning via Mixture-Based Clustering Ensemble 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1248-1261 Authors: Yi-Bo Wang; Jun-Yi Hang; Min-Ling Zhang
Adobe PDF(3791Kb)  |   Favorite  |  View/Download:10/2  |  Submit date:2022/06/27 Clustering ensemble expectation-maximization al-gorithm label-specific features multi-label learning |
| An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138 Authors: Bingjie Li; Guohua Wu; Yongming He; Mingfeng Fan; Witold Pedrycz
Adobe PDF(2802Kb)  |   Favorite  |  View/Download:12/2  |  Submit date:2022/06/27 End-to-end approaches learning-based optimization (LBO) algorithms reinforcement learning step-by-step approaches vehicle routing problem (VRP) |