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科研机构
大连理工大学 [30]
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期刊论文 [21]
会议论文 [8]
专利 [1]
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2019 [6]
2018 [5]
2017 [2]
2016 [4]
2015 [1]
2014 [2]
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专题:大连理工大学
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A canonical polyadic deep convolutional computation model for big data feature learning in Internet of Things
期刊论文
Future Generation Computer Systems, 2019, 卷号: 99, 页码: 508-516
作者:
Gao, Jing
;
Li, Peng
;
Chen, Zhikui
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Backpropagation
Big data
Computation theory
Internet of things
Machine learning
Tensors, Canonical polyadic decompositions
Competing models
Computation model
Convolutional kernel
Hierarchical representation
Linear combinations
Local topology
Vast challenges, Convolution
A serendipity-biased Deepwalk for collaborators recommendation
期刊论文
PEERJ COMPUTER SCIENCE, 2019
作者:
Xu, Zhenzhen
;
Yuan, Yuyuan
;
Wei, Haoran
;
Wan, Liangtian
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
Deepwalk
Collaborators recommendation
Serendipity
Vector representation learning
Scholarly big data
A compact face-based topological data structure for triangle mesh representation
期刊论文
Computer-Aided Design and Applications, 2019, 卷号: 16, 页码: 539-557
作者:
Zhang, Yingzhong
;
Luo, Xiaofang
;
Jia, Jia
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/02
Data structures
Mesh generation
Semantics, Comprehensive performance
High time efficiency
Mesh representation
Neighborhood queries
Topological data structure
Topological relations
Topological representation
Triangle mesh, Topology
Toward Efficient Image Representation: Sparse Concept Discriminant Matrix Factorization
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 页码: 3184-3198
作者:
Pang, Meng
;
Cheung, Yiu-Ming
;
Liu, Risheng
;
Lou, Jian
;
Lin, Chuang
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/12/02
Image reconstruction
Sparse matrices
Image representation
Image coding
Optimization
Laplace equations
Data mining
Matrix factorization
image representation
graph embedding
Fisher-like criterion
sparse coding
Protein Complexes Detection Based on Deep Neural Network
会议论文
14th Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2019, Workshop on Weakly Supervised Learning: Progress and Future, WeL 2019, Workshop on Learning Data Representation for Clustering, LDRC 2019, 8th Workshop on Biologically Inspi, Macau, China, 2019-04-14
作者:
Zhang, Xianchao
;
Gao, Peixu
;
Sun, Maohua
;
Zong, Linlin
;
Xu, Bo
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Probabilistic Linear Discriminant Analysis With Vectorial Representation for Tensor Data
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 页码: 2938-2950
作者:
Ju, Fujiao
;
Sun, Yanfeng
;
Gao, Junbin
;
Hu, Yongli
;
Yin, Baocai
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/02
Bayesian inference
dimension reduction
face recognition
linear discriminant analysis (LDA)
tensor decomposition
Brillouin optical time-domain analysis via compressed sensing
期刊论文
OPTICS LETTERS, 2018, 卷号: 43, 页码: 5496-5499
作者:
Zhou, Da-Peng
;
Peng, Wei
;
Chen, Liang
;
Bao, Xiaoyi
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/02
Brillouin scattering
Compressed sensing
Digital storage
Discrete cosine transforms
Distributed database systems
Fiber optic sensors
Image coding
Optical data storage
Optical fibers, Brillouin optical time domain analysis
Brillouin optical time domain reflectometry
Fiber optic sensing systems
Frequency acquisition
Frequency increments
Hardware modifications
Orthogonal matching pursuit
Sparse representation, Time domain analysis
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory
期刊论文
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2018, 卷号: 8
作者:
Liu, Xiaodong
;
Jia, Wenjuan
;
Wang, Yuangang
;
Guo, Hongyue
;
Ren, Yan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
axiomatic fuzzy sets
data mining
knowledge discovery
pattern recognition
semantic representation
SPARSE REPRESENTATION LEARNING OF DATA BY AUTOENCODERS WITH L-1/2 REGULARIZATION
期刊论文
NEURAL NETWORK WORLD, 2018, 卷号: 28, 页码: 133-147
作者:
Li, F.
;
Zurada, J. M.
;
Wu, W.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
autoencoder
sparse representation
unsupervised feature learning
deep network
L-1/2 regularization
Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds
期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2018, 卷号: 12, 页码: -
作者:
Wang, Boyue
;
Hu, Yongli
;
Gao, Junbin
;
Sun, Yanfeng
;
Yin, Baocai
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Low rank representation
partial sum minimization of singular values
subspace clustering
Grassmann manifolds
Laplacian matrix
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