Search Results for author: Cemre Zor

Found 3 papers, 0 papers with code

A unifying approach on bias and variance analysis for classification

no code implementations5 Jan 2021 Cemre Zor, Terry Windeatt

Standard bias and variance (B&V) terminologies were originally defined for the regression setting and their extensions to classification have led to several different models / definitions in the literature.

Classification General Classification

Deep Convolutional Neural Network Ensembles using ECOC

no code implementations7 Sep 2020 Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu, Muhammad Awais, Josef Kittler

Deep neural networks have enhanced the performance of decision making systems in many applications including image understanding, and further gains can be achieved by constructing ensembles.

Decision Making

Delta divergence: A novel decision cognizant measure of classifier incongruence

no code implementations15 Apr 2016 Josef Kittler, Cemre Zor

In this paper, we postulate the properties that a divergence measure should satisfy and propose a novel divergence measure, referred to as Delta divergence.

Cannot find the paper you are looking for? You can Submit a new open access paper.