中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots
期刊论文
OAI收割
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99
作者:
Chen JH(陈嘉浩)
;
Chen ZY(陈紫渝)
;
Yao CJ(姚超竞)
;
Qiao H(乔红)
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/06/04
Continual reinforcement learning
musculoskeletal robots
neural manifold
recurrent neural network (RNN)
OPM2L: An optimal instance partition-based multi-metric learning method for heterogeneous dataset classification
期刊论文
OAI收割
INFORMATION SCIENCES, 2023, 卷号: 648, 页码: 18
作者:
Deng, Huiyuan
;
Meng, Xiangzhu
;
Wang, Huibing
;
Feng, Lin
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/11/16
Multi-metric learning
Alternating direction method
Nearest-neighbor classification
Riemannian manifold
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 9
作者:
Cheng, Chao
;
Ju, Yunfei
;
Xu, Shuiqing
;
Lv, Yisheng
;
Chen, Hongtian
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/11/17
Incipient fault
fault detection (FD)
manifold learning
generalized autocoder (GAE)
electrical drive systems
high-speed trains
Hierarchical Neighbors Embedding
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Liu, Shenglan
;
Yu, Yang
;
Liu, Kaiyuan
;
Wang, Feilong
;
Wen, Wujun
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2023/01/09
Data sparsity
hierarchical neighbors
manifold learning
topological and geometrical properties. the introduced to
A Deep Learning Estimation of the Earth Resistivity Model for the Airborne Transient Electromagnetic Observation
期刊论文
OAI收割
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2022, 卷号: 127, 期号: 3, 页码: 19
作者:
Wu, Xin
;
Xue, Guoqiang
;
Zhao, Yang
;
Lv, Pengfei
;
Zhou, Zhou
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/07/06
airborne transient electromagnetic
deep learning
manifold assumption
stacked auto-encoder
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks
期刊论文
OAI收割
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
作者:
Jin Xie
;
San-Yang Liu
;
Jia-Xi Chen
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/04/23
Distributed learning (DL)
semi-supervised learning (SSL)
manifold regularization (MR)
single layer feed-forward neural network (SLFNN)
privacy preserving
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition
期刊论文
OAI收割
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 12
作者:
Wang, Yixin
;
Qiu, Shuang
;
Ma, Xuelin
;
He, Huiguang
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收藏
  |  
浏览/下载:73/0
  |  
提交时间:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices
期刊论文
OAI收割
Neural Networks, 2021, 卷号: 142, 页码: 105-118
作者:
Tang FZ(唐凤珍)
;
Feng HF(冯海峰)
;
Tino, Peter
;
Si BL(斯白露)
;
Ji DX(冀大雄)
  |  
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2021/05/25
Probabilistic learning vector quantization
Learning vector quantization
Symmetric positive definite matrices
Riemannian geodesic distances
Riemannian manifold
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices
期刊论文
OAI收割
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
作者:
Tang FZ(唐凤珍)
;
Fan ML(范孟灵)
;
Tino, Peter
  |  
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2021/01/24
Generalized learning vector quantization (GLVQ)
learning vector quantization (LVQ)
Riemannian geodesic distances
Riemannian manifold
A novel oversampling technique based on the manifold distance for class imbalance learning
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021, 卷号: 18, 期号: 3, 页码: 131-142
作者:
Guo YN(郭一楠)
;
Jiao BT(焦博韬)
;
Yang LK(杨凌凯)
;
Cheng J(程健)
;
Yang SX(杨圣祥)
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/12/20
class imbalance learning
oversampling
manifold learning
overlapping
small disjunction