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资助机构:National Key Research and Development Program of China
专题:多模态人工智能系统全国重点实验室
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Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
Adobe PDF(8060Kb)
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浏览/下载:92/20
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提交时间:2024/03/27
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:
Hu, Liangchen
;
Dai, Zhenlei
;
Tian, Lei
;
Zhang, Wensheng
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浏览/下载:205/0
  |  
提交时间:2023/03/20
Sparse matrices
Manifolds
Machine learning algorithms
Laplace equations
Heuristic algorithms
Data models
Data mining
Adaptive graph learning
separability examination
marginal information preserving
L-2,L-p-norm sparsity
compact representation
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:
Wu, Wenming
;
Zhang, Wensheng
;
Ma, Xiaoke
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浏览/下载:204/0
  |  
提交时间:2022/07/25
single-cell multi-omics data
integrative analysis
adaptive graph learning
cell type
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:
Li, Mingda
;
Sun, Zhengya
;
Zhang, Wensheng
Adobe PDF(931Kb)
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浏览/下载:355/68
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提交时间:2022/06/10
Knowledge graph embedding
Out-of-knowledge-graph entities
Knowledge graph completion
Similarity search
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
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浏览/下载:198/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
;
Liu, Xiaoli
;
Tarkoma, Sasu
;
Huang, Min
;
Lv, Yisheng
;
Wu, Chuheng
Adobe PDF(3962Kb)
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浏览/下载:467/81
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提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
Multi-View Feature Selection for PolSAR Image Classification via l(2,1) Sparsity Regularization and Manifold Regularization
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 8607-8618
作者:
Huang, Xiayuan
;
Nie, Xiangli
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浏览/下载:165/0
  |  
提交时间:2021/12/28
Multi-view feature selection
PolSAR image classification
l(2,1) norm
manifold regularization
Unsupervised Video Summarization via Relation-Aware Assignment Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3203-3214
作者:
Gao, Junyu
;
Yang, Xiaoshan
;
Zhang, Yingying
;
Xu, Changsheng
Adobe PDF(3649Kb)
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浏览/下载:347/69
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提交时间:2021/11/03
Feature extraction
Training
Optimization
Semantics
Recurrent neural networks
Task analysis
Graph neural network
unsupervised learning
video summarization
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
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  |  
浏览/下载:239/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 期号: 2021, 页码: 107186
作者:
Liu, Qingbin
;
Bai, Guirong
;
He, Shizhu
;
Liu, Cao
;
Liu, Kang
;
Zhao, Jun
Adobe PDF(1021Kb)
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浏览/下载:347/73
  |  
提交时间:2021/11/02
End-to-end task-oriented dialogue
Heterogeneous relational graph neural networks
Shared-private parameterization
Hierarchical attention mechanism
Adaptive objective