| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Catrin O. Plumpton, Ludmila I. Kuncheva, Nikolaas N. Oosterhof, Stephen J. Johnston |
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data.  |
Pattern Recognition  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Thomas Christy, Iestyn Pierce, Sa'ad P. Mansoor |
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles. |
IEA/AIE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Juan José Rodríguez Diez, Catrin O. Plumpton, David E. J. Linden, Stephen J. Johnston |
Random Subspace Ensembles for fMRI Classification. |
IEEE Trans. Med. Imaging |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Robi Polikar, Joseph DePasquale, Hussein Syed Mohammed, Gavin Brown, Ludmila I. Kuncheva |
Learn++.MF: A random subspace approach for the missing feature problem. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Catrin O. Plumpton, Ludmila I. Kuncheva, David E. J. Linden, Stephen J. Johnston |
On-Line fMRI Data Classification Using Linear and Ensemble Classifiers. |
ICPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Catrin O. Plumpton |
Choosing Parameters for Random Subspace Ensembles for fMRI Classification. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Gavin Brown, Ludmila I. Kuncheva |
"Good" and "Bad" Diversity in Majority Vote Ensembles. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Dainotti, Francesco Gargiulo, Ludmila I. Kuncheva, Antonio Pescapè, Carlo Sansone |
Identification of Traffic Flows Hiding behind TCP Port 80. |
ICC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Indre Zliobaite |
On the window size for classification in changing environments. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Indre, Ludmila I. Kuncheva |
Determining the Training Window for Small Sample Size Classification with Concept Drift. |
ICDM Workshops |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Gargiulo, Ludmila I. Kuncheva, Carlo Sansone |
Network Protocol Verification by a Classifier Selection Ensemble. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | J. J. Charles, Ludmila I. Kuncheva, B. Wells, I. S. Lim |
Object segmentation within microscope images of palynofacies. |
Computers & Geosciences |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Fuzzy classifiers. |
Scholarpedia |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker, Anand M. Narasimhamurthy |
A case-study on naïve labelling for the nearest mean and the linear discriminant classifiers. |
Pattern Recognition |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, J. Salvador Sánchez |
Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan José Rodríguez, Ludmila I. Kuncheva |
Combining Online Classification Approaches for Changing Environments. |
SSPR/SPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Indre Zliobaite |
Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift. |
SSPR/SPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Catrin O. Plumpton |
Adaptive Learning Rate for Online Linear Discriminant Classifiers. |
SSPR/SPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | J. J. Charles, Ludmila I. Kuncheva, B. Wells, I. S. Lim |
Background Segmentation in Microscopy Images. |
VISAPP |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Zoë Hoare |
Error-Dependency Relationships for the Naïve Bayes Classifier with Binary Features. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
Pattern Recognition, Dependency, Naive Bayes, Classifier design and evaluation, Feature evaluation and selection |
| 1 | Ludmila I. Kuncheva, Victor J. del Rio Vilas, Juan J. Rodríguez Diez |
Diagnosing scrapie in sheep: A classification experiment. |
Comp. in Bio. and Med. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Juan José Rodríguez |
Classifier Ensembles with a Random Linear Oracle. |
IEEE Trans. Knowl. Data Eng. |
2007 |
DBLP DOI BibTeX RDF |
fusion and selection, random hyperplane, multivariate (oblique) decision trees, Classifier ensembles |
| 1 | Juan José Rodríguez, Ludmila I. Kuncheva |
Naïve Bayes Ensembles with a Random Oracle. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Todorov Hadjitodorov, Ludmila I. Kuncheva |
Selecting Diversifying Heuristics for Cluster Ensembles. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
diversifying heuristics, genetic algorithms, Pattern recognition, multiple classifier systems, cluster ensembles |
| 1 | Ludmila I. Kuncheva, Juan José Rodríguez |
An Experimental Study on Rotation Forest Ensembles. |
MCS |
2007 |
DBLP DOI BibTeX RDF |
Rotation Forest, Pattern recognition, Feature extraction, Classifier ensembles |
| 1 | J. Salvador Sánchez, Ludmila I. Kuncheva |
Data reduction using classifier ensembles. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Anand M. Narasimhamurthy, Ludmila I. Kuncheva |
A framework for generating data to simulate changing environments. |
Artificial Intelligence and Applications |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
A stability index for feature selection. |
Artificial Intelligence and Applications |
2007 |
DBLP BibTeX RDF |
|
| 1 | Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso |
Rotation Forest: A New Classifier Ensemble Method. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2006 |
DBLP DOI BibTeX RDF |
kappa-error diagrams, feature extraction, PCA, AdaBoost, bagging, Classifier ensembles, random forest |
| 1 | Ludmila I. Kuncheva, Dmitry Vetrov |
Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2006 |
DBLP DOI BibTeX RDF |
stability and diversity, Clustering, cluster validity, cluster ensembles |
| 1 | Stefan Todorov Hadjitodorov, Ludmila I. Kuncheva, Ludmila P. Todorova |
Moderate diversity for better cluster ensembles. |
Information Fusion |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Fernando Vilariño, Ludmila I. Kuncheva, Petia Radeva |
ROC curves and video analysis optimization in intestinal capsule endoscopy. |
Pattern Recognition Letters |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
On the optimality of Naïve Bayes with dependent binary features. |
Pattern Recognition Letters |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | J. J. Charles, Ludmila I. Kuncheva, B. Wells, I. S. Lim |
An Evaluation Measure of Image Segmentation Based on Object Centres. |
ICIAR |
2006 |
DBLP DOI BibTeX RDF |
discrepancy methods, microfossils, palynomorphs, Image segmentation, evaluation measures |
| 1 | Ludmila I. Kuncheva |
Diversity in multiple classifier systems. |
Information Fusion |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Using diversity measures for generating error-correcting output codes in classifier ensembles. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | David Masip, Ludmila Kuncheva, Jordi Vitrià |
An ensemble-based method for linear feature extraction for two-class problems. |
Pattern Anal. Appl. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Stefan Todorov Hadjitodorov |
Using diversity in cluster ensembles. |
SMC |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Classifier Ensembles for Changing Environments. |
Multiple Classifier Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher J. Whitaker, Ludmila I. Kuncheva, Peter D. Cockcroft |
A Logodds Criterion for Selection of Diagnostic Tests. |
SSPR/SPR |
2004 |
DBLP DOI BibTeX RDF |
combining diagnostic tests, independent binary features, logodds criterion, veterinary medicine, diagnosis ofscrapie in sheep, feature selection |
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker, Peter D. Cockcroft, Z. S. J. Hoare |
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in. |
UAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker |
Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
multiple classifiers ensemble/committee of learners, dependency and diversity, pattern recognition, majority vote |
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp |
Limits on the majority vote accuracy in classifier fusion. |
Pattern Anal. Appl. |
2003 |
DBLP DOI BibTeX RDF |
Independence and dependence, Limits on majority, Diversity, Classifier combination, Majority vote, Classifier fusion |
| 1 | Ludmila I. Kuncheva |
Error Bounds for Aggressive and Conservative AdaBoost. |
Multiple Classifier Systems |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
That Elusive Diversity in Classifier Ensembles. |
IbPRIA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Switching between selection and fusion in combining classifiers: an experiment. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker |
Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse. |
Multiple Classifier Systems |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
A Theoretical Study on Six Classifier Fusion Strategies. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2002 |
DBLP DOI BibTeX RDF |
theoretical error, independent classifiers, Classifier combination, order statistics, majority vote, fusion methods |
| 1 | Catherine A. Shipp, Ludmila Kuncheva |
Relationships between combination methods and measures of diversity in combining classifiers. |
Information Fusion |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Marina Skurichina, Robert P. W. Duin |
An experimental study on diversity for bagging and boosting with linear classifiers. |
Information Fusion |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Roumen K. Kounchev |
Generating classifier outputs of fixed accuracy and diversity. |
Pattern Recognition Letters |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp |
Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation. |
Multiple Classifier Systems |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker |
Feature Subsets for Classifier Combination: An Enumerative Experiment. |
Multiple Classifier Systems |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | James C. Bezdek, Ludmila Kuncheva |
Nearest prototype classifier designs: An experimental study. |
Int. J. Intell. Syst. |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
Using measures of similarity and inclusion for multiple classifier fusion by decision templates. |
Fuzzy Sets and Systems |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
Fuzzy Logic with Engineering Applications, Timothy J. Ross, (Ed.); McGraw Hill, New York, 1995, pp 592, ISBN 0-07-053917-0. |
Neurocomputing |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, James C. Bezdek, Robert P. W. Duin |
Decision templates for multiple classifier fusion: an experimental comparison. |
Pattern Recognition |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
How good are fuzzy If-Then classifiers? |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin |
Is Independence Good For Combining Classifiers? |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Clustering-and-selection model for classifier combination. |
KES |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | A. S. Al-Zaidan, Ludmila I. Kuncheva |
Selecting fuzzy connectives to represent heavy metal distribution in Liverpool Bay. |
KES |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, J. Wrench, Lakhmi C. Jain, A. S. Al-Zaidan |
A fuzzy model of heavy metal loadings in Liverpool bay. |
Environmental Modelling and Software |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Lakhmi C. Jain |
Designing classifier fusion systems by genetic algorithms. |
IEEE Trans. Evolutionary Computation |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | James C. Bezdek, Ludmila Kuncheva |
Some Notes on Twenty One (21) Nearest Prototype Classifiers. |
SSPR/SPR |
2000 |
DBLP DOI BibTeX RDF |
data condensation and editing, nearest prototype classifiers, post-supervision, pre-supervision, nearest neighbor classifiers |
| 1 | Ludmila I. Kuncheva, James C. Bezdek |
Presupervised and post-supervised prototype classifier design. |
IEEE Transactions on Neural Networks |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Friedrich Steimann |
Fuzzy diagnosis. |
Artificial Intelligence in Medicine |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Lakhmi C. Jain |
Nearest neighbor classifier: Simultaneous editing and feature selection. |
Pattern Recognition Letters |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, James C. Bezdek |
An Integrated Framework for Generalized Nearest Prototype Classifier Design. |
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva, James C. Bezdek |
Nearest prototype classification: clustering, genetic algorithms, or random search? |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Fitness functions in editing k-NN reference set by genetic algorithms. |
Pattern Recognition |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
Initializing of an RBF network by a genetic algorithm. |
Neurocomputing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
Editing for the k-nearest neighbors rule by a genetic algorithm. |
Pattern Recognition Letters |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Roumen K. Kounchev |
On Feature Selection via Rough Sets. |
CAIP |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva, Yordan K. Yotzov |
Experimental Investigation on Editing for the k-NN Rule through a Genetic Algorithm. |
CAIP |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
'Change-glasses' approach in pattern recognition. |
Pattern Recognition Letters |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila Kuncheva |
Genetic Algorithm for Feature Selection for Parallel Classifiers. |
Inf. Process. Lett. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Ludmila I. Kuncheva |
A critical comment on the paper "designing of classification procedures with the use of equality and difference operators". |
Pattern Recognition |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Vesselin Kissiov, Stefan Todorov Hadjitodorov, Ludmila I. Kuncheva |
Using key features in pattern classification. |
Pattern Recognition Letters |
1990 |
DBLP DOI BibTeX RDF |
|
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