Cemre Zor

Most-cited papers

A decision cognizant Kullback-Leibler divergence
Moacir P. Ponti, J. Kittler, M. Riva, T. D. de Campos +1 more
2017Pattern Recognition68 citations Open access
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ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression
Ágoston Mihalik, Mikael Brudfors, M. Robu, F. S. Ferreira +11 more
2019ABCD-NP@MICCAI34 citations Open access
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Ensemble Pruning Using Spectral Coefficients
T. Windeatt, Cemre Zor
2013IEEE Transactions on Neural Networks and Learning Systems24 citations Open access
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Maritime anomaly detection in ferry tracks
Cemre Zor, J. Kittler
2017IEEE International Conference on Acoustics, Speech, and Signal Processing15 citations Open access
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Learning image features with fewer labels using a semi-supervised deep convolutional network
F. D. dos Santos, Cemre Zor, J. Kittler, M. Ponti
2020Neural Networks14 citations Open access
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Delta Divergence: A Novel Decision Cognizant Measure of Classifier Incongruence
J. Kittler, Cemre Zor
2016IEEE Transactions on Cybernetics14 citations Open access
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Deep Convolutional Neural Network Ensembles Using ECOC
Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, B. Yanikoglu +1 more
2020IEEE Access11 citations Open access
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FLIP-ECOC: A Greedy Optimization of the ECOC Matrix
Cemre Zor, B. Yanikoglu, T. Windeatt, Ethem Alpaydin
2010International Symposium on Computer and Information Sciences11 citations
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ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology
N. Oxtoby, F. S. Ferreira, Ágoston Mihalik, Tong Wu +11 more
2019ABCD-NP@MICCAI10 citations Open access
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BeamECOC: A local search for the optimization of the ECOC matrix
Cemre Zor, B. Yanikoglu, Erinc Merdivan, T. Windeatt +2 more
2016International Conference on Pattern Recognition10 citations
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Minimising Added Classification Error Using Walsh Coefficients
T. Windeatt, Cemre Zor
2011IEEE Transactions on Neural Networks10 citations Open access
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Bias-Variance Analysis of ECOC and Bagging Using Neural Nets
Cemre Zor, T. Windeatt, B. Yanikoglu
2011Ensembles in Machine Learning Applications9 citations
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A measure of surprise for incongruence detection
Cemre Zor, J. Kittler
20158 citations
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Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams
J. Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu +2 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
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Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection
J. Kittler, Cemre Zor, Ioannis Kaloskampis, Y. Hicks +1 more
2018Pattern Recognition7 citations Open access
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Voxel-wise multivariate analysis of brain-psychosocial associations in adolescents reveals six latent dimensions of cognition and psychopathology.
Rick A. Adams, Cemre Zor, Ágoston Mihalik, K. Tsirlis +5 more
2024Biological Psychiatry: Cognitive Neuroscience and Neuroimaging5 citations Open access
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Skin Lesion Diagnosis with Imbalanced ECOC Ensembles
Sara Atito Ali Ahmed, B. Yanikoglu, Cemre Zor, Muhammad Awais +1 more
2020International Conference on Machine Learning, Optimization, and Data Science5 citations
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Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection
Cemre Zor, Muhammad Awais, J. Kittler, M. Bober +3 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
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ECOC Matrix Pruning Using Accuracy Information
Cemre Zor, T. Windeatt, J. Kittler
2013International Workshop on Multiple Classifier Systems4 citations
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Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography
Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso +4 more
2023TML4H2 citations
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Approximation of Ensemble Boundary Using Spectral Coefficients
T. Windeatt, Cemre Zor, Necati Cihan Camgöz
2019IEEE Transactions on Neural Networks and Learning Systems2 citations Open access
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Optimization of the ECOC matrix
Cemre Zor, B. Yanikoglu
2011Signal Processing and Communications Applications Conference2 citations
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Upper Facial Action Unit Recognition
Cemre Zor, T. Windeatt
2009International Conference on Biometrics2 citations Open access
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Pub-Guard-LLM: Detecting Retracted Biomedical Articles with Reliable Explanations
Li-Hu Chen, Shuo-Jie Fu, Gabriel Freedman, Cemre Zor +5 more
20251 citations
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290. Voxel-Wise Multivariate Analysis of Brain-Psychosocial Associations in Adolescents Reveals Six Latent Dimensions of Psychopathology and Cognition
Rick A. Adams, Cemre Zor, Ágoston Mihalik, K. Tsirlis +5 more
2024Biological Psychiatry0 citations
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A unifying approach on bias and variance analysis for classification
Cemre Zor, T. Windeatt
2021arXiv.org0 citations
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ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles
Sara Atito Ali Ahmed, Cemre Zor, B. Yanikoglu, Muhammad Awais +1 more
2020arXiv.org0 citations
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Analyzing and pruning ensembles utilizing bias and variance theory
Cemre Zor
20140 citations
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ECOC pruning using accuracy, diversity and Hamming distance information
Cemre Zor, T. Windeatt, J. Kittler
2013Signal Processing and Communications Applications Conference0 citations
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Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients
T. Windeatt, Cemre Zor
2012SSPR/SPR0 citations Open access
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ECOC Matris Optimizasyonu Optimization of the ECOC Matrix
Cemre Zor, Berrin Yaniko
20110 citations
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Minimising Added Classification Error Using
Walsh Coefficients, T. Windeatt, Cemre Zor, Gui Gu
20110 citations
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Optimization of the ECOC matrix (ECOC matris optimizasyonu)
Cemre Zor, B. Yanikoglu
20110 citations
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Bias-Variance Analysis of ECOC and Bagging Ensembles Using Neural Nets
Cemre Zor, T. Windeatt, B. Yanikoglu
20100 citations
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AN INTELLIGENT SIGNAL PROCESSING MECHANISM FOR NUANCED ANOMALY DETECTION IN ACTION AUDIO-VISUAL DATA STREAMS
Josef Kittler, IoannisKaloskampis, Cemre Zor, Yong Xu +2 more
0 citations
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Journal Pre-proof Voxel-wise multivariate analysis of brain-psychosocial associations in adolescents reveals six latent dimensions of cognition and psychopathology
Rick A. Adams, Cemre Zor, Ágoston Mihalik, K. Tsirlis +5 more
0 citations
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