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Chapter and Conference Paper
Cluster Equality Validity Index and Efficient Clustering Optimization Strategy
Cluster analysis is an important research direction in data mining. The research on Cluster analysis can be divided into two parts: cluster validity index and clustering algorithm. We propose a novel external ...
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Chapter and Conference Paper
Knowledge Graph Embedding with Relation Rotation and Entity Adjustment by Quaternions
Recent knowledge graph embedding models have shown promising results on link prediction, by employing operations on quaternion space to capture correlations between entities. However, they only used three quat...
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Chapter and Conference Paper
Research on ECG Classification Method Based on Convolutional Neural Network
The electrocardiogram reflects the temporal changes in the body’s cardiac potential; This is also an imp...
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Chapter and Conference Paper
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking
In recent years, Discriminative Correlation Filter (DCF) based tracking methods have achieved great success in visual tracking. However, the multi-resolution convolutional feature maps trained from other tasks...
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Chapter and Conference Paper
Fast and High Quality Suggestive Contour Generation with L0 Gradient Minimization
Line drawings are especially effective and natural in shape depiction. There are generally two ways to generate line drawings: object space methods and image space methods. Compared with object space methods, ...