Cemre Zor

According to our database, Cemre Zor authored at least 25 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography.

Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cédric Archambeau, Tamas Madl, Michele Donini, Matthias W. Seeger

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

2021

A unifying approach on bias and variance analysis for classification.

Cemre Zor, Terry Windeatt

CoRR, 2021

Deep Convolutional Neural Network Ensembles Using ECOC.

Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler

IEEE Access, 2021

2020

Learning image features with fewer labels using a semi-supervised deep convolutional network.

Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti

Neural Networks, 2020

ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles.

Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler

CoRR, 2020

Skin Lesion Diagnosis with Imbalanced ECOC Ensembles.

Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

Approximation of Ensemble Boundary Using Spectral Coefficients.

Terry Windeatt, Cemre Zor, Necati Cihan Camgöz

IEEE Trans. Neural Networks Learn. Syst., 2019

Delta Divergence: A Novel Decision Cognizant Measure of Classifier Incongruence.

Josef Kittler, Cemre Zor

IEEE Trans. Cybern., 2019

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology.

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

Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression.

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

Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019

Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection.

Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection.

Josef Kittler, Cemre Zor, Ioannis Kaloskampis, Yulia Hicks, Wenwu Wang

Pattern Recognit., 2018

Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams.

Josef Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu, Yulia Hicks, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

A decision cognizant Kullback-Leibler divergence.

Moacir Ponti, Josef Kittler, Mateus Riva, Teófilo Emídio de Campos, Cemre Zor

Pattern Recognit., 2017

Maritime anomaly detection in ferry tracks.

Cemre Zor, Josef Kittler

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

BeamECOC: A local search for the optimization of the ECOC matrix.

Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014

Analyzing and pruning ensembles utilizing bias and variance theory.

Cemre Zor

PhD thesis, 2014

2013

Ensemble Pruning Using Spectral Coefficients.

Terry Windeatt, Cemre Zor

IEEE Trans. Neural Networks Learn. Syst., 2013

ECOC pruning using accuracy, diversity and Hamming distance information.

Cemre Zor, Terry Windeatt, Josef Kittler

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

ECOC Matrix Pruning Using Accuracy Information.

Cemre Zor, Terry Windeatt, Josef Kittler

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012

Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients.

Terry Windeatt, Cemre Zor

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

2011

Bias-Variance Analysis of ECOC and Bagging Using Neural Nets.

Cemre Zor, Terry Windeatt, Berrin A. Yanikoglu

Proceedings of the Ensembles in Machine Learning Applications, 2011

Minimising Added Classification Error Using Walsh Coefficients.

Terry Windeatt, Cemre Zor

IEEE Trans. Neural Networks, 2011

2010

FLIP-ECOC: A Greedy Optimization of the ECOC Matrix.

Cemre Zor, Berrin A. Yanikoglu, Terry Windeatt, Ethem Alpaydin

Proceedings of the Computer and Information Sciences, 2010

2009

Upper Facial Action Unit Recognition.

Cemre Zor, Terry Windeatt

Proceedings of the Advances in Biometrics, Third International Conference, 2009