Browsing Thuraisingham, Bhavani M. by Author "Gao, Yang"

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    • Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space 

      Li, Yifan; Tao, Hemeng; Gao, Yang; Khan, Latifur; Ayoade, Gbadebo; Thuraisingham, B. (Association for Computing Machinery, Inc, 2019-05)
      Under a newly introduced setting of multistream classification, two data streams are involved, which are referred to as source and target streams. The source stream continuously generates data instances from a certain ...

    • Towards Self-Adaptive Metric Learning on the Fly 

      Gao, Yang; Li, Yi-Fan; Chandra, Swarup; Khan, Latifur; Thuraisingham, Bhavani (Association For Computing Machinery, Inc, 2019-05)
      Good quality similarity metrics can significantly facilitate the performance of many large-scale, real-world applications. Existing studies have proposed various solutions to learn a Mahalanobis or bilinear metric in an ...