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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 ...

    Zebin Huang, Ning Yu, Qingqiang Wu in Advanced Intelligent Computing Technology … (2023)

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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...

    Wen Sun, Qingqiang Wu, **aoli Wang, Junfeng Yao in Advanced Data Mining and Applications (2023)

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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...

    ** Tao, Jianting Shi, Rongqiang Wu in Machine Learning and Intelligent Communications (2022)

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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...

    Qiangqiang Wu, Yan Yan, Yanjie Liang, Yi Liu, Hanzi Wang in Computer Vision – ACCV 2018 (2019)

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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, ...

    Juncong Lin, Huiting Yang, Dazheng Wang in Advances in Swarm and Computational Intell… (2015)