Browsing by Author "Köktürk, Başak Esin"

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Annealing-based model-free expectation maximisation for multi-colour flow cytometry data clustering

Köktürk, Başak Esin; Karaçalı, Bilge (Inderscience Enterprises, 2016)

This paper proposes an optimised model-free expectation maximisation method for automated clustering of high-dimensional datasets. The method is based on a recursive binary division strategy that successively divides an ...
Separation of stimulus-specific patterns in electroencephalography data using quasi-supervised learning

Köktürk, Başak Esin (Izmir Institute of Technology, 2011)

In this study separation of the electroencephalography data recorded under different visual stimuli is investigated using the quasi-supervised learning algorithm. The quasi-supervised learning algorithm estimates the ...