Ludmila I. Kuncheva
Orcid: 0000-0002-0415-6964
According to our database1,
Ludmila I. Kuncheva
authored at least 136 papers
between 1990 and 2024.
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Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on bangor.ac.uk
On csauthors.net:
Bibliography
2024
Semi-supervised classification with pairwise constraints: A case study on animal identification from video.
Inf. Fusion, April, 2024
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024
2023
2022
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022
2021
2020
Feature Selection from High-Dimensional Data with Very Low Sample Size: A Cautionary Tale.
CoRR, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
2019
Instance selection improves geometric mean accuracy: a study on imbalanced data classification.
Prog. Artif. Intell., 2019
Mach. Vis. Appl., 2019
Inf. Fusion, 2019
2018
Restricted Set Classification with prior probabilities: A case study on chessboard recognition.
Pattern Recognit. Lett., 2018
Pattern Recognit., 2018
J. Vis. Commun. Image Represent., 2018
CoRR, 2018
Budget-Constrained Online Video Summarisation of Egocentric Video Using Control Charts.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
Selective Keyframe Summarisation for Egocentric Videos Based on Semantic Concept Search.
Proceedings of the IEEE International Conference on Image Processing, 2018
2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Getting Lost in the Wealth of Classifier Ensembles?
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
2015
Knowl. Based Syst., 2015
Diversity techniques improve the performance of the best imbalance learning ensembles.
Inf. Sci., 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Cybern., 2014
Signal Image Video Process., 2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
IEEE Trans. Knowl. Data Eng., 2013
Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis.
Prog. Artif. Intell., 2013
2012
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data.
Pattern Recognit., 2012
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air.
Int. J. Knowl. Discov. Bioinform., 2012
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in Sheep
CoRR, 2012
PCA feature extraction for change detection in multidimensional unlabelled streaming data.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case Study.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
2011
Proceedings of the Modern Approaches in Applied Intelligence, 2011
2010
Pattern Recognit., 2010
Int. J. Mach. Learn. Cybern., 2010
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of IEEE International Conference on Communications, 2010
2009
Intell. Data Anal., 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Determining the Training Window for Small Sample Size Classification with Concept Drift.
Proceedings of the ICDM Workshops 2009, 2009
2008
A case-study on naïve labelling for the nearest mean and the linear discriminant classifiers.
Pattern Recognit., 2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Background Segmentation in Microscopy Images.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Structural, 2008
Proceedings of the Structural, 2008
Proceedings of the Structural, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
Comput. Biol. Medicine, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
A framework for generating data to simulate changing environments.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007
A stability index for feature selection.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007
2006
Pattern Recognit. Lett., 2006
Pattern Recognit. Lett., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization.
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
2005
Using diversity measures for generating error-correcting output codes in classifier ensembles.
Pattern Recognit. Lett., 2005
Pattern Anal. Appl., 2005
2004
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in.
Proceedings of the UAI '04, 2004
Proceedings of the Structural, 2004
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
Wiley, ISBN: 9780471660262, 2004
2003
IEEE Trans. Fuzzy Syst., 2003
Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy.
Mach. Learn., 2003
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
Pattern Recognit. Lett., 2002
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Relationships between combination methods and measures of diversity in combining classifiers.
Inf. Fusion, 2002
Inf. Fusion, 2002
Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002
Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002
2001
Pattern Recognit., 2001
Fuzzy Logic with Engineering Applications, Timothy J. Ross, (Ed.); McGraw Hill, New York, 1995, pp 592, ISBN 0-07-053917-0.
Neurocomputing, 2001
Int. J. Intell. Syst., 2001
Using measures of similarity and inclusion for multiple classifier fusion by decision templates.
Fuzzy Sets Syst., 2001
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001
Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001
2000
Studies in Fuzziness and Soft Computing 49, Springer, ISBN: 978-3-7908-2472-8, 2000
IEEE Trans. Evol. Comput., 2000
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
IEEE Trans. Neural Networks, 1999
Pattern Recognit. Lett., 1999
1998
IEEE Trans. Syst. Man Cybern. Part C, 1998
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998
1997
Pattern Recognit., 1997
1996
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Pattern Recognit. Lett., 1995
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
1993
Inf. Process. Lett., 1993
A combination Scheme of Artificial Intelligence and Fuzzy Pattern Recognition in Medical Diagnosis.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993
1992
A critical comment on the paper "designing of classification procedures with the use of equality and difference operators".
Pattern Recognit., 1992
1991
Proceedings of the Medical Informatics Europe 1991, 1991
1990