Ludmila Kuncheva

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 5

Top Topics

Classifier Ensemble

Classification Algorithm

Machine Learning

Constrained Clustering

Top Venues

Ecol. Informatics

Publications

Ludmila Kuncheva, Francis Williams, Samuel Hennessey
A Bibliographic View on Constrained Clustering. CoRR (2022)
Ludmila Kuncheva
Animal reidentification using restricted set classification. Ecol. Informatics 62 (2021)
Julian Zubek, Ludmila Kuncheva
Abstraction and Generalization: Comparing Adaptive Models of Categorization. CogSci (2020)
Julian Zubek, Ludmila Kuncheva
Learning from Exemplars and Prototypes in Machine Learning and Psychology. CoRR (2018)
Ludmila Kuncheva
Getting Lost in the Wealth of Classifier Ensembles? ICPRAM (2016)
Ludmila Kuncheva, Christopher J. Whitaker, Peter D. Cockcroft, Z. S. J. Hoare
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in Sheep CoRR (2012)
Ludmila Kuncheva, Zoë Hoare
Error-Dependency Relationships for the Naïve Bayes Classifier with Binary Features. IEEE Trans. Pattern Anal. Mach. Intell. 30 (4) (2008)
David Masip, Ludmila Kuncheva, Jordi Vitrià
An ensemble-based method for linear feature extraction for two-class problems. Pattern Anal. Appl. 8 (3) (2005)
Ludmila Kuncheva
That Elusive Diversity in Classifier Ensembles. IbPRIA (2003)
Ludmila Kuncheva, Marina Skurichina, Robert P. W. Duin
An experimental study on diversity for bagging and boosting with linear classifiers. Inf. Fusion 3 (4) (2002)
Ludmila Kuncheva, Roumen K. Kounchev
Generating classifier outputs of fixed accuracy and diversity. Pattern Recognit. Lett. 23 (5) (2002)
Marina Skurichina, Ludmila Kuncheva, Robert P. W. Duin
Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy. Multiple Classifier Systems (2002)
Ludmila Kuncheva
A Theoretical Study on Six Classifier Fusion Strategies. IEEE Trans. Pattern Anal. Mach. Intell. 24 (2) (2002)
Catherine A. Shipp, Ludmila Kuncheva
Relationships between combination methods and measures of diversity in combining classifiers. Inf. Fusion 3 (2) (2002)
Ludmila Kuncheva, James C. Bezdek, Robert P. W. Duin
Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognit. 34 (2) (2001)
Ludmila Kuncheva
Fuzzy Logic with Engineering Applications, Timothy J. Ross, (Ed.); McGraw Hill, New York, 1995, pp 592, ISBN 0-07-053917-0. Neurocomputing 41 (1-4) (2001)
Ludmila Kuncheva
Using measures of similarity and inclusion for multiple classifier fusion by decision templates. Fuzzy Sets Syst. 122 (3) (2001)
James C. Bezdek, Ludmila Kuncheva
Nearest prototype classifier designs: An experimental study. Int. J. Intell. Syst. 16 (12) (2001)
Ludmila Kuncheva, Lakhmi C. Jain
Designing classifier fusion systems by genetic algorithms. IEEE Trans. Evol. Comput. 4 (4) (2000)
Ludmila Kuncheva, J. Wrench, Lakhmi C. Jain, Ameena S. Al-Zaidan
A fuzzy model of heavy metal loadings in Liverpool bay. Environ. Model. Softw. 15 (2-3) (2000)
James C. Bezdek, Ludmila Kuncheva
Some Notes on Twenty One (21) Nearest Prototype Classifiers. SSPR/SPR (2000)
Ludmila Kuncheva, Lakhmi C. Jain
Nearest neighbor classifier: Simultaneous editing and feature selection. Pattern Recognit. Lett. 20 (11-13) (1999)
Ludmila Kuncheva, Friedrich Steimann
Fuzzy diagnosis. Artif. Intell. Medicine 16 (2) (1999)
Ludmila Kuncheva
Initializing of an RBF network by a genetic algorithm. Neurocomputing 14 (3) (1997)
Ludmila Kuncheva, Stefan Todorov Hadjitodorov
An RBF network with tunable function shape. ICPR (1996)
Ludmila Kuncheva, Roumen K. Kounchev
On Feature Selection via Rough Sets. CAIP (1995)
Ludmila Kuncheva, Yordan K. Yotzov
Experimental Investigation on Editing for the k-NN Rule through a Genetic Algorithm. CAIP (1995)
Ludmila Kuncheva, Roumen Z. Zlatev, Snezhana N. Neshkova, Johann Gamper
A combination Scheme of Artificial Intelligence and Fuzzy Pattern Recognition in Medical Diagnosis. FLAI (1993)
Ludmila Kuncheva
Genetic Algorithm for Feature Selection for Parallel Classifiers. Inf. Process. Lett. 46 (4) (1993)