Now showing items 1-3 of 3
Towards Self-Adaptive Metric Learning on the Fly
(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 ...
Integrating Cyber Security and Data Science for Social Media: A Position Paper
Cyber security and data science are two of the fastest growing fields in Computer Science and more recently they are being integrated for various applications. This position paper will review the developments in applying ...
Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space
(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 ...