Professor Ludmila Kuncheva
Athro
Contact info
School of Computer Science, Bangor University Dean Street, Bangor, Gwynedd LL57 1UT
e-mail: l.i.kuncheva@bangor.ac.uk
- Cyhoeddwyd
Selective keyframe summarisation for egocentric videos based on semantic concept search
Yousefi, P. & Kuncheva, L., 2018. 6 t.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- Cyhoeddwyd
Combination of Object Tracking and Object Detection for Animal Recognition
Williams, F., Kuncheva, L., Rodriguez, J. & Hennessey, S., 6 Rhag 2022, Proc. of the Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS). IEEEAllbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad i Gynhadledd › adolygiad gan gymheiriaid
- Cyhoeddwyd
Effects of hyper-parameters in online constrained clustering: A study on animal videos
Williams, F. & Kuncheva, L., 5 Rhag 2023.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- Cyhoeddwyd
A logodds criterion for selection of diagnostic tests.
Whitaker C.J., N. V., Kuncheva, L. I. & Cockcroft, P. D., 1 Ion 2004, t. 575-582.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Examining the relationship between majority vote accuracy and diversity in bagging and boosting
Whitaker, C. J. & Kuncheva, L. I., 1 Ion 2003.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
ROC curves and video analysis optimization in intestinal capsule endoscopy.
Vilarino, F., Kuncheva, L. I. & Radeva, P., 1 Meh 2006, Yn: Pattern Recognition Letters. 27, 8, t. 875-881Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Bagging and Boosting for the nearest mean classifier: Effects of sample size on diversity and accuracy
Skurichina, M., Kuncheva, L. I. & Duin, R. P., 1 Ion 2002, t. 62-71.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Four measures of data complexity for bootstrapping, splitting and feature sampling
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2001, t. 429-435.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
An investigation into how AdaBoost affects classifier diversity.
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2002, t. 203-208.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Relationships between combination methods and measures of diversity in combining classifiers
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2003, Yn: Information Fusion. 3, 2, t. 135-148Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Data reduction using classifier ensembles.
Sanchez, J. S. & Kuncheva, L. I., 1 Ion 2007.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Random Balance ensembles for multiclass imbalance learning
Rodriguez, J., Diez-Pastor, J-F., Arnaiz-Gonzalez, A. & Kuncheva, L., 6 Ebr 2020, Yn: Knowledge-Based Systems. 193, 24 t., 105434.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
An Experimental Evaluation of Mixup Regression Forests
Rodriguez, J., Juez-Gil, M., Arnaiz-Gonzalez, A. & Kuncheva, L., 1 Awst 2020, Yn: Expert Systems with Applications. 151, 113376.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Rotation forest: A new classifier ensemble method.
Rodriguez, J. J. & Kuncheva, L. I., 1 Hyd 2006, Yn: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 10, t. 1619-1630Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Time series classification: Decision forests and SVM on interval and DTW features
Rodriguez, J. J. & Kuncheva, L. I., 1 Ion 2007.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Naive Bayes ensembles with a random oracle.
Rodriguez, J. J. & Kuncheva, L. I., 1 Ion 2007, t. 450-458.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Visualisation Data Modelling Graphics (VDMG) at Bangor
Roberts, J. C., Ritsos, P. D., Kuncheva, L., Vidal, F., Lim, I. S., Ap Cenydd, L., Teahan, W., Mansoor, S., Gray, C. & Perkins, D., Mai 2021. 2 t.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- Cyhoeddwyd
Learn ++.MF: A random subspace approach for the missing feature problem.
Polikar, R., DePasquale, J., Mohammed, H. S., Brown, G. & Kuncheva, L. I., 1 Tach 2010, Yn: Pattern Recognition. 43, 11, t. 3817-3832Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data
Plumpton, C. O., Kuncheva, L. I., Oosterhof, N. N. & Johnston, S. J., Meh 2012, Yn: Pattern Recognition. 45, 6, t. 2101-2108Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
A framework for generating data to simulate changing environments.
Narasimhamurthy, A. & Kuncheva, L. I., 1 Ion 2007, t. 384-389.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Classification and Comparison of On-Line Video Summarisation Methods
Matthews, C. E., Kuncheva, L. I. & Yousefi, P., Ebr 2019, Yn: Machine Vision and Applications. 30, 3, t. 507-518Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Using control charts for online video summarisation
Matthews, C., Yousefi, P. & Kuncheva, L., 2018. 10 t.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid
- Cyhoeddwyd
An ensemble-based method for linear feature extraction for two-class problems.
Masip, D., Kuncheva, L. I. & Vitria, J., 1 Rhag 2005, Yn: Pattern Analysis and Applications. 8, 3, t. 227-237Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Restricted Set Classification: Who is there?, Pattern Recognition
Kuncheva, L. I., Rodriguez, J. J. & Jackson, A. S., 1 Maw 2017, Yn: Pattern Recognition. 63, C, t. 158-170Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Adaptive Learning Rate for Online Linear Discriminant Classifiers
Kuncheva, L. I. & Plumpton, C. O., 4 Rhag 2008, Proceedings of the IAPR Workshop on Statistical, Structural and Syntactic Pattern Recognition (S+SSPR 2008). Orlando, Florida, USA, t. 510-519Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad i Gynhadledd › adolygiad gan gymheiriaid