Items where Author is "Zor, C"

Article

Windeatt, Terry, Zor, Cemre and Camgöz, Necati Cihan (2018) Approximation of Ensemble Boundary using Spectral Coefficients IEEE Transactions on Neural Networks and Learning Systems.

Kittler, Josef and Zor, Cemre (2018) Delta divergence: A novel decision cognizant measure of classifier incongruence IEEE Transactions on Cybernetics.

Kittler, Josef, Zor, Cemre, Kaloskampis, Ioannis, Hicks, Yulia and Wang, Wenwu (2017) Error sensitivity analysis of Delta divergence - A novel measure for classifier incongruence detection Pattern Recognition, 77. pp. 30-44.

Ponti, M, Kittler, JV, Riva, M, De Campos, T and Zor, C (2017) A decision cognizant Kullback-Leibler divergence Pattern Recognition, 61. pp. 470-478.

Windeatt, T and Zor, C (2013) Ensemble Pruning Using Spectral Coefficients IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 24 (4). pp. 673-678.

Windeatt, T, Zor, C, Gimelfarb, G, Hancock, E, Imiya, A, Kuijper, A, Kudo, M, Omachi, S, Windeatt, T and Yamada, K (2012) Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, 7626. pp. 701-709.

Zor, C, Windeatt, T and Yanikoglu, B (2011) Bias-variance analysis of ECOC and bagging using neural nets pp. 59-73.

Windeatt, Terry and Zor, Cemre (2011) Minimising added classification error using walsh coefficients IEEE Transactions on Neural Networks, 22 (8). pp. 1334-1339.

Conference or Workshop Item

Zor, Cemre, Yanikoglu, Berrin, Merdivan, Erinc, Windeatt, Terry, Kittler, Josef and Alpaydin, Ethem (2017) BeamECOC: A local search for the optimization of the ECOC matrix In: 2016 23rd International Conference on Pattern Recognition (ICPR), 4 - 8 December 2016, Cancun, Mexico.

Zor, Cemre and Kittler, Josef (2017) Maritime anomaly detection in ferry tracks In: 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), 5 - 9 March 2017, New Orleans, USA.

Zor, Cemre, Windeatt, Terry and Kittler, Josef (2013) ECOC Pruning using Accuracy, Diversity and Hamming Distance Information In: 21st Signal Processing and Communications Applications Conference (SIU), 2013-04-24 - 2013-04-26, CYPRUS.

Zor, C, Windeatt, T and Kittler, J (2013) ECOC Matrix Pruning Using Accuracy Information.

Zor, C and Yanikoǧlu, B (2011) Optimization of the ECOC matrix

Zor, C, Yanikoglu, B, Windeatt, T and Alpaydin, E (2010) FLIP-ECOC: A greedy optimization of the ECOC matrix In: 25th International Symposium on Computer and Information Sciences, 2010-09-22 - 2010-09-24, London, UK.

Zor, C and Windeatt, T (2009) Upper Facial Action Unit Recognition In: 3rd IAPR/IEEE International Conference on Advances in Biometrics, 2009-06-02 - 2009-06-05, Comp Vis Lab, Alghero, ITALY.

Zor, C, Windeatt, T and Yanikoglu,, B Bias-Variance Analysis of ECOC and Bagging Using Neural Nets In: ECML - SUEMA 2010, 2010-09-20 - 2010-09-20, Barcelona, Spain.

Thesis

Zor, Cemre. (2014) Analyzing and Pruning Ensembles Utilizing Bias and Variance Theory. Doctoral thesis, University of Surrey (United Kingdom)..