Wang Yangtao, Ph.D.

Wang Yangtao, Ph.D.

Singapore
4K followers 500+ connections

About

My research interests lie in data mining and machine learning. I build different…

Activity

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Experience

  • FWD Insurance Graphic

    FWD Insurance

    Singapore

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    Singapore

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    Singapore

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    Singapore

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    Singapore

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    Singapore

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    Shanghai City, China

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    Singapore

Education

Licenses & Certifications

Publications

  • Large Scale Document Categorization With Fuzzy Clustering

    IEEE Transactions on Fuzzy Systems(TFS)

    Other authors
  • Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization

    Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence(IJCAI 2017)

    Other authors
  • Hyperspherical fuzzy clustering for online document categorization

    IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016)

    Other authors
    • Mei Jian-ping
  • K-MEAP: Multiple Exemplars Affinity Propagation with Specified K Clusters

    IEEE Transactions on Neural Networks and Learning Systems(TNNLS)

    Other authors
  • Incremental Clustering methods and their applications on large data analysis

    PhD Dissertation

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  • K-MEAP: Generating Specified K Clusters with Multiple Exemplars by Efficient Affinity Propagation

    IEEE International Conference on Data Mining (ICDM 2014)

    Other authors
  • Multi-exemplar based clustering for imbalanced data

    13th International Conference on Control Automation Robotics & Vision

    Other authors
  • Incremental Fuzzy Clustering with Multiple Medoids for Large Data

    IEEE Transactions on Fuzzy Systems(TFS)

    Other authors
  • Incremental fuzzy clustering for document categorization

    IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014)

    Other authors
  • Stochastic gradient descent based fuzzy clustering for large data

    IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014)

    Other authors
  • Empirical study of soft clustering approaches for large data

    International Conference on Information, Communications and Signal Processing

    Other authors

Languages

  • English

    Professional working proficiency

  • Mandarin

    Native or bilingual proficiency

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