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Efficient parallel algorithm for nonlinear dimensionality reduction on GPU
Tsung Tai Yeh
, Tseng Yi Chen, Yen Chiu Chen, Wei Kuan Shih
資訊工程學系
研究成果
:
Conference contribution
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同行評審
8
引文 斯高帕斯（Scopus）
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Keyphrases
Brute Force
20%
Complex Data
20%
Complex Structure
20%
Efficient Framework
20%
Embedding Model
20%
Embedding Process
20%
GPU-based
20%
K-nearest Neighbor (K-NN)
40%
Kd-tree
40%
Krylov Subspace Methods
20%
Large-scale Data
40%
Large-scale Dataset
20%
Local Linear Embedding
60%
Machine Data
20%
Machine Learning
20%
Memory Space
20%
Mining Machines
20%
Nearest Neighbor Search
20%
Nonlinear Dimensionality Reduction
100%
Parallel Algorithm
100%
Spectral Decomposition
20%
Tree-based
20%
Computer Science
Data Mining
20%
Dimensionality Reduction
100%
Embedding Process
20%
k-Nearest Neighbors Algorithm
20%
Krylov Subspace Method
20%
Large Scale Data
60%
Machine Learning
20%
Neighbour Search
20%
Parallel Algorithms
100%
Scale Data Set
20%
Spectral Decomposition
20%
Engineering
Dimensionality
100%
Embedding Process
20%
Graphics Processing Unit
100%
Key Importance
20%
Memory Space
20%
Nearest Neighbor
60%
Spectral Decomposition
20%
Subspace Method
20%
Mathematics
Data Mining
20%
Dimensionality Reduction
100%
Nearest Neighbor
60%
Spectral Decomposition
20%