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51

Combining Pattern Classifiers || Diversity in Classifier Ensembles

Kuncheva, Ludmila I.

Year:

2004

Language:

english

File:

PDF, 426 KB

english, 2004

52

A critical comment on the paper “designing of classification procedures with the use of equality and difference operators”

Ludmila I. Kuncheva

Journal:

Pattern Recognition

Year:

1992

Language:

english

File:

PDF, 186 KB

english, 1992

53

Moderate diversity for better cluster ensembles

Stefan T. Hadjitodorov, Ludmila I. Kuncheva, Ludmila P. Todorova

Journal:

Information Fusion

Year:

2006

Language:

english

File:

PDF, 331 KB

english, 2006

54

Combining Pattern Classifiers || Base Classifiers

Kuncheva, Ludmila I.

Year:

2004

Language:

english

File:

PDF, 744 KB

english, 2004

55

Restricted Set Classification with prior probabilities: A case study on chessboard recognition

Kuncheva, Ludmila I., Constance, James H.V.

Journal:

Pattern Recognition Letters

Year:

2018

Language:

english

File:

PDF, 1.96 MB

english, 2018

56

Improving classification performance using fuzzy MLP and two-level selective partitioning of the feature space

Sushmita Mitra, Ludmila I. Kuncheva

Journal:

Fuzzy Sets and Systems

Year:

1995

Language:

english

File:

PDF, 822 KB

english, 1995

57

Initializing of an RBF network by a genetic algorithm

Ludmila I. Kuncheva

Journal:

Year:

1997

Language:

english

File:

PDF, 1.01 MB

english, 1997

58

Combining Pattern Classifiers (Methods and Algorithms) || Index

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 59 KB

english, 2014

59

Combining Pattern Classifiers (Methods and Algorithms) || References

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 133 KB

english, 2014

60

Combining Pattern Classifiers || Classifier Selection

Kuncheva, Ludmila I.

Year:

2004

Language:

english

File:

PDF, 174 KB

english, 2004

61

[Studies in Fuzziness and Soft Computing] Fuzzy Classifier Design Volume 49 || Statistical classifiers

Kuncheva, Ludmila I.

Year:

2000

Language:

english

File:

PDF, 3.44 MB

english, 2000

62

A spatial discrepancy measure between voxel sets in brain imaging

Ludmila I. Kuncheva, David Martínez-Rego…

Journal:

Signal, Image and Video Processing

Year:

2014

Language:

english

File:

PDF, 455 KB

english, 2014

63

Marine DGNSS Availability and Continuity

Grant, Alan, Last, David, Kuncheva, Ludmila, Ward, Nick

Journal:

Journal of Navigation

Year:

2003

Language:

english

File:

PDF, 352 KB

english, 2003

64

Combining Pattern Classifiers (Methods and Algorithms) || Fundamentals of Pattern Recognition

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 670 KB

english, 2014

65

Pattern recognition with a model of fuzzy neuron using degree of consensus

Ludmila I. Kuncheva

Journal:

Fuzzy Sets and Systems

Year:

1994

Language:

english

File:

PDF, 688 KB

english, 1994

66

On the optimality of Naïve Bayes with dependent binary features

Ludmila I. Kuncheva

Journal:

Pattern Recognition Letters

Year:

2006

Language:

english

File:

PDF, 3.39 MB

english, 2006

67

[Studies in Fuzziness and Soft Computing] Fuzzy Classifier Design Volume 49 || Conclusions: What to choose?

Kuncheva, Ludmila I.

Year:

2000

Language:

english

File:

PDF, 269 KB

english, 2000

68

ON THE EQUIVALENCE BETWEEN FUZZY AND STATISTICAL CLASSIFIERS

KUNCHEVA, LUDMILA I.

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

1996

Language:

english

File:

PDF, 334 KB

english, 1996

69

[IEEE 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) - Sophia Antipolis, France (2018.12.12-2018.12.14)] 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) - Selective Keyframe Summarisation for Egocentric Videos Based on Semantic Concept Search*

Yousefi, Paria, Kuncheva, Ludmila I

Year:

2018

Language:

english

File:

PDF, 2.66 MB

english, 2018

70

Combining Pattern Classifiers (Methods and Algorithms) || Front Matter

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 355 KB

english, 2014

71

Combining Pattern Classifiers (Methods and Algorithms) || Base Classifiers

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 1.14 MB

english, 2014

72

Diversity in multiple classifier systems

Ludmila I. Kuncheva

Journal:

Information Fusion

Year:

2005

Language:

english

File:

PDF, 210 KB

english, 2005

73

Classifier ensembles for fMRI data analysis: an experiment

Ludmila I. Kuncheva, Juan J. Rodríguez

Journal:

Magnetic Resonance Imaging

Year:

2010

Language:

english

File:

PDF, 1.19 MB

english, 2010

74

A weighted voting framework for classifiers ensembles

Kuncheva, Ludmila I., Rodríguez, Juan J.

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 712 KB

english, 2014

75

Instance selection improves geometric mean accuracy: a study on imbalanced data classification

Kuncheva, Ludmila I., Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Gunn, Iain A. D.

Journal:

Progress in Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 1.80 MB

english, 2019

76

Full-class set classification using the Hungarian algorithm

Ludmila I. Kuncheva

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2010

Language:

english

File:

PDF, 847 KB

english, 2010

77

[Studies in Fuzziness and Soft Computing] Fuzzy Classifier Design Volume 49 || Fuzzy sets

Kuncheva, Ludmila I.

Year:

2000

Language:

english

File:

PDF, 2.73 MB

english, 2000

78

An aggregation of PRO and CON evidence for medical decision support systems

Ludmila Kuncheva

Journal:

Computers in Biology and Medicine

Year:

1993

Language:

english

File:

PDF, 701 KB

english, 1993

79

Fuzzy multi-level classifier for medical applications

Ludmila I. Kuncheva

Journal:

Computers in Biology and Medicine

Year:

1990

Language:

english

File:

PDF, 854 KB

english, 1990

80

Relationships between combination methods and measures of diversity in combining classifiers

Catherine A. Shipp, Ludmila I. Kuncheva

Journal:

Information Fusion

Year:

2002

Language:

english

File:

PDF, 404 KB

english, 2002

81

Combining Pattern Classifiers || Multiple Classifier Systems

Kuncheva, Ludmila I.

Year:

2004

Language:

english

File:

PDF, 117 KB

english, 2004

82

Generating classifier outputs of fixed accuracy and diversity

Ludmila I. Kuncheva, Roumen K. Kountchev

Journal:

Pattern Recognition Letters

Year:

2002

Language:

english

File:

PDF, 2.56 MB

english, 2002

83

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - On-Line fMRI Data Classification Using Linear and Ensemble Classifiers

Plumpton, Catrin O., Kuncheva, Ludmila I., Linden, David E.J., Johnston, Stephen J.

Year:

2010

Language:

english

File:

PDF, 421 KB

english, 2010

84

An Integrated Framework for Generalized Nearest Prototype Classifier Design

Kuncheva, Ludmila I., Bezdek, James C.

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

1998

Language:

english

File:

PDF, 4.11 MB

english, 1998

85

ROC curves and video analysis optimization in intestinal capsule endoscopy

Fernando Vilariño, Ludmila I. Kuncheva, Petia Radeva

Journal:

Pattern Recognition Letters

Year:

2006

Language:

english

File:

PDF, 303 KB

english, 2006

86

[Studies in Fuzziness and Soft Computing] Fuzzy Classifier Design Volume 49 || Fuzzy if-then classifiers

Kuncheva, Ludmila I.

Year:

2000

Language:

english

File:

PDF, 2.76 MB

english, 2000

87

[IEEE 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) - Montreal, QC, Canada (2017.11.28-2017.12.1)] 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) - Comparing keyframe summaries of egocentric videos: Closest-to-centroid baseline

Kuncheva, Ludmila I., Yousefi, Paria, Almeida, Jurandy

Year:

2017

Language:

english

File:

PDF, 457 KB

english, 2017

88

Combining Pattern Classifiers (Methods and Algorithms) || A Final Thought

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 36 KB

english, 2014

89

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier

Kuncheva, Ludmila I., Galar, Mikel

Year:

2015

Language:

english

File:

PDF, 298 KB

english, 2015

90

Combining Pattern Classifiers || Bagging and Boosting

Kuncheva, Ludmila I.

Year:

2004

Language:

english

File:

PDF, 345 KB

english, 2004

91

Restricted Set Classification: Who is there?

Kuncheva, Ludmila I., Rodríguez, Juan J., Jackson, Aaron S.

Journal:

Pattern Recognition

Year:

2016

Language:

english

File:

PDF, 2.46 MB

english, 2016

92

Classification and comparison of on-line video summarisation methods

Matthews, Clare E., Kuncheva, Ludmila I., Yousefi, Paria

Journal:

Machine Vision and Applications

Year:

2019

File:

PDF, 1.15 MB

2019

93

Combining Pattern Classifiers (Methods and Algorithms) ||

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 9.15 MB

english, 2014

94

Combining Pattern Classifiers (Methods and Algorithms) || An Overview of the Field

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 530 KB

english, 2014

95

Prototype Classifiers and the Big Fish: The Case of Prototype (Instance) Selection

Kuncheva, Ludmila I.

Journal:

IEEE Systems, Man, and Cybernetics Magazine

Year:

2020

File:

PDF, 1.07 MB

2020

96

An ensemble-based method for linear feature extraction for two-class problems

David Masip, Ludmila I. Kuncheva, Jordi Vitrià

Journal:

Pattern Analysis and Applications

Year:

2005

Language:

english

File:

PDF, 630 KB

english, 2005

97

Combining Pattern Classifiers (Methods and Algorithms) || Ensemble Feature Selection

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 587 KB

english, 2014

98

Instance selection improves geometric mean accuracy: a study on imbalanced data classification

Kuncheva, Ludmila I., Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Gunn, Iain A. D.

Journal:

Progress in Artificial Intelligence

Year:

2019

File:

PDF, 1.80 MB

2019

99

Combining Pattern Classifiers (Methods and Algorithms) || Diversity in Classifier Ensembles

Kuncheva, Ludmila I.

Year:

2014

Language:

english

File:

PDF, 1.14 MB

english, 2014

100

Using measures of similarity and inclusion for multiple classifier fusion by decision templates

Ludmila I. Kuncheva

Journal:

Fuzzy Sets and Systems

Year:

2001

Language:

english

File:

PDF, 142 KB

english, 2001

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