Cost sensitive online multiple kernel classification

• المؤلفون الرئيسيون: SAHOO, Doyen, ZHAO, Peilin, HOI, Steven C. H.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2016
• الموضوعات: Cost-Sensitive Learning; Online Learning; Multiple Kernel Learning; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/3442; https://ink.library.smu.edu.sg/context/sis_research/article/4443/viewcontent/Cost_sensitive_online_multiple_kernel_classification.pdf

Learning from data streams has been an important open research problem in the era of big data analytics. This paper investigates supervised machine learning techniques for mining data streams with application to online anomaly detection. Unlike conventional machine learning tasks, machine learning f...