Browsing by Keywords "Online classification"

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Active learning in context-driven stream mining with an application to ımage mining

Tekin, C.; Schaar, Mihaela van der (Institute of Electrical and Electronics Engineers, 2015-11)

We propose an image stream mining method in which images arrive with contexts (metadata) and need to be processed in real time by the image mining system (IMS), which needs to make predictions and derive actionable ...
Online classification with contextual exponential weights for disease diagnostics

Ekşioğlu, Kubilay; Qureshi, Muhammad Anjum; Tekin, Cem (IEEE, 2017)

In this paper, a novel online scheme for classification, which is based on the contextual-variant of Weighted Average Forecaster Algorithm is proposed. The proposed method adaptively partitions the data space based on ...