Cemre Zor

26 papers B 1Misc 3Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography.
TML4H
Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cédric Archambeau, Tamas Madl, Michele Donini, Matthias W. Seeger
2021 J jnl
A unifying approach on bias and variance analysis for classification.
CoRR
Cemre Zor, Terry Windeatt
2021 J jnl
Deep Convolutional Neural Network Ensembles Using ECOC.
IEEE Access
Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler
2020 J jnl
ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles.
CoRR
Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler
2020 J jnl
Learning image features with fewer labels using a semi-supervised deep convolutional network.
Neural Networks
Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti
2020 — conf
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles.
LOD (2)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler
2019 — conf
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression.
ABCD-NP@MICCAI
Ágoston Mihalik, Mikael Brudfors, Maria Robu, Fabio S. Ferreira, Hongxiang Lin, Anita Rau, Tong Wu, Stefano B. Blumberg, Baris Kanber, Maira Tariq, Mar Estarellas Garcia, Cemre Zor, Daniil I. Nikitichev, Janaina Mourão Miranda, Neil P. Oxtoby
2019 — conf
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology.
ABCD-NP@MICCAI
Neil P. Oxtoby, Fabio S. Ferreira, Ágoston Mihalik, Tong Wu, Mikael Brudfors, Hongxiang Lin, Anita Rau, Stefano B. Blumberg, Maria Robu, Cemre Zor, Maira Tariq, Mar Estarellas Garcia, Baris Kanber, Daniil I. Nikitichev, Janaina Mourão Miranda
2019 J jnl
Approximation of Ensemble Boundary Using Spectral Coefficients.
IEEE Trans. Neural Networks Learn. Syst.
Terry Windeatt, Cemre Zor, Necati Cihan Camgöz
2019 J jnl
Delta Divergence: A Novel Decision Cognizant Measure of Classifier Incongruence.
IEEE Trans. Cybern.
Josef Kittler, Cemre Zor
2019 Misc conf
Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection.
ICASSP
Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos
2018 J jnl
Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection.
Pattern Recognit.
Josef Kittler, Cemre Zor, Ioannis Kaloskampis, Yulia Hicks, Wenwu Wang
2018 Misc conf
Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams.
ICASSP
Josef Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu, Yulia Hicks, Wenwu Wang
2017 J jnl
A decision cognizant Kullback-Leibler divergence.
Pattern Recognit.
Moacir Ponti, Josef Kittler, Mateus Riva, Teófilo Emídio de Campos, Cemre Zor
2017 Misc conf
Maritime anomaly detection in ferry tracks.
ICASSP
Cemre Zor, Josef Kittler
2016 B conf
BeamECOC: A local search for the optimization of the ECOC matrix.
ICPR
Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin
2016 J jnl
Delta divergence: A novel decision cognizant measure of classifier incongruence.
CoRR
Josef Kittler, Cemre Zor
2014 — —
Analyzing and pruning ensembles utilizing bias and variance theory.
Cemre Zor
2013 — conf
ECOC Matrix Pruning Using Accuracy Information.
MCS
Cemre Zor, Terry Windeatt, Josef Kittler
2013 — conf
ECOC pruning using accuracy, diversity and Hamming distance information.
SIU
Cemre Zor, Terry Windeatt, Josef Kittler
2013 J jnl
Ensemble Pruning Using Spectral Coefficients.
IEEE Trans. Neural Networks Learn. Syst.
Terry Windeatt, Cemre Zor
2012 — conf
Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients.
SSPR/SPR
Terry Windeatt, Cemre Zor
2011 — ch.
Bias-Variance Analysis of ECOC and Bagging Using Neural Nets.
Ensembles in Machine Learning Applications
Cemre Zor, Terry Windeatt, Berrin A. Yanikoglu
2011 J jnl
Minimising Added Classification Error Using Walsh Coefficients.
IEEE Trans. Neural Networks
Terry Windeatt, Cemre Zor
2010 — conf
FLIP-ECOC: A Greedy Optimization of the ECOC Matrix.
ISCIS
Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin
2009 — conf
Upper Facial Action Unit Recognition.
ICB
Cemre Zor, Terry Windeatt