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1

Fuzzy rough sets: Application to feature selection

Ludmila Ilieva Kuncheva

Journal:

Fuzzy Sets and Systems

Année:

1992

Langue:

english

Fichier:

PDF, 469 KB

english, 1992

2

Rotation Forest: A New Classifier Ensemble Method

Rodriguez, J.J., Kuncheva, L.I., Alonso, C.J.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2006

Langue:

english

Fichier:

PDF, 4.54 MB

english, 2006

3

Binomial Distribution Handbook for Scientists and Engineersby Elart von Collani; Klaus Dräger

Review by: Ludmila I. Kuncheva

Journal:

The Mathematical Gazette

Année:

2002

Langue:

english

Fichier:

PDF, 365 KB

english, 2002

4

Genetic algorithm for feature selection for parallel classifiers

Ludmila Kuncheva

Journal:

Information Processing Letters

Année:

1993

Langue:

english

Fichier:

PDF, 484 KB

english, 1993

5

Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy

Ludmila I. Kuncheva, Christopher J. Whitaker

Journal:

Machine Learning

Année:

2003

Langue:

english

Fichier:

PDF, 519 KB

english, 2003

6

A theoretical study on six classifier fusion strategies

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2002

Langue:

english

Fichier:

PDF, 159 KB

english, 2002

7

Automated Kerogen Classification in Microscope Images of Dispersed Kerogen Preparation

L. I. Kuncheva, J. J. Charles, N. Miles, A. Collins, B. Wells, I. S. Lim

Journal:

Mathematical Geosciences

Année:

2008

Langue:

english

Fichier:

PDF, 528 KB

english, 2008

8

Full-class set classification using the Hungarian algorithm

Ludmila I. Kuncheva

Journal:

International Journal of Machine Learning and Cybernetics

Année:

2010

Langue:

english

Fichier:

PDF, 847 KB

english, 2010

9

Decision templates for multiple classifier fusion: an experimental comparison

Ludmila I. Kuncheva, James C. Bezdek, Robert P.W. Duin

Journal:

Pattern Recognition

Année:

2001

Langue:

english

Fichier:

PDF, 417 KB

english, 2001

10

Object segmentation within microscope images of palynofacies

J.J. Charles, L.I. Kuncheva, B. Wells, I.S. Lim

Journal:

Computers & Geosciences

Année:

2008

Langue:

english

Fichier:

PDF, 673 KB

english, 2008

11

Will the real iris data please stand up?

Bezdek, J.C., Keller, J.M., Krishnapuram, R., Kuncheva, L.I., Pal, N.R.

Journal:

IEEE Transactions on Fuzzy Systems

Année:

1999

Langue:

english

Fichier:

PDF, 59 KB

english, 1999

12

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

Kuncheva, Ludmila I.

Année:

2000

Langue:

english

Fichier:

PDF, 3.63 MB

english, 2000

13

Combining Pattern Classifiers: Methods and Algorithms

Kuncheva, Ludmila I., Alpaydin, Ethem

Journal:

IEEE Transactions on Neural Networks

Année:

2007

Langue:

english

Fichier:

PDF, 32 KB

english, 2007

14

PCA Feature Extraction for Change Detection in Multidimensional Unlabeled Data

Kuncheva, Ludmila I., Faithfull, William J.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2014

15

Nearest prototype classification: clustering, genetic algorithms, or random search?

Kuncheva, L.I., Bezdek, J.C.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Année:

1998

Langue:

english

Fichier:

PDF, 145 KB

english, 1998

16

Presupervised and post-supervised prototype classifier design

Kuncheva, L.I., Bezdek, J.C.

Journal:

IEEE Transactions on Neural Networks

Année:

1999

Langue:

english

Fichier:

PDF, 286 KB

english, 1999

17

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

Ludmila I. Kuncheva

Journal:

Pattern Recognition

Année:

1992

Langue:

english

Fichier:

PDF, 186 KB

english, 1992

18

Using key features in pattern classification

Vesselin Kissiov, Stephan Hadjitodorov, Ludmila Kuncheva

Journal:

Pattern Recognition Letters

Année:

1990

Langue:

english

Fichier:

PDF, 360 KB

english, 1990

19

Editing for the k-nearest neighbors rule by a genetic algorithm

Ludmila I. Kuncheva

Journal:

Pattern Recognition Letters

Année:

1995

Langue:

english

Fichier:

PDF, 447 KB

english, 1995

20

Using diversity measures for generating error-correcting output codes in classifier ensembles

Ludmila I. Kuncheva

Journal:

Pattern Recognition Letters

Année:

2005

Langue:

english

Fichier:

PDF, 400 KB

english, 2005

21

ROC curves and video analysis optimization in intestinal capsule endoscopy

Fernando Vilariño, Ludmila I. Kuncheva, Petia Radeva

Journal:

Pattern Recognition Letters

Année:

2006

Langue:

english

Fichier:

PDF, 303 KB

english, 2006

22

On the optimality of Naïve Bayes with dependent binary features

Ludmila I. Kuncheva

Journal:

Pattern Recognition Letters

Année:

2006

Langue:

english

Fichier:

PDF, 3.39 MB

english, 2006

23

Fitness functions in editing k-NN reference set by genetic algorithms

Ludmila I. Kuncheva

Journal:

Pattern Recognition

Année:

1997

Langue:

english

Fichier:

PDF, 534 KB

english, 1997

24

Generating classifier outputs of fixed accuracy and diversity

Ludmila I. Kuncheva, Roumen K. Kountchev

Journal:

Pattern Recognition Letters

Année:

2002

Langue:

english

Fichier:

PDF, 2.56 MB

english, 2002

25

Nearest neighbor classifier: Simultaneous editing and feature selection

Ludmila I Kuncheva, Lakhmi C Jain

Journal:

Pattern Recognition Letters

Année:

1999

Langue:

english

Fichier:

PDF, 299 KB

english, 1999

26

Limits on the majority vote accuracy in classifier fusion

L.I. Kuncheva, C.J. Whitaker, C.A. Shipp, R.P.W. Duin

Journal:

Pattern Analysis and Applications

Année:

2003

Langue:

english

Fichier:

PDF, 146 KB

english, 2003

27

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

David Masip, Ludmila I. Kuncheva, Jordi Vitrià

Journal:

Pattern Analysis and Applications

Année:

2005

Langue:

english

Fichier:

PDF, 630 KB

english, 2005

28

‘Change-glasses’ approach in pattern recognition

Ludmila I. Kuncheva

Journal:

Pattern Recognition Letters

Année:

1993

Langue:

english

Fichier:

PDF, 317 KB

english, 1993

29

A case-study on naïve labelling for the nearest mean and the linear discriminant classifiers

L.I. Kuncheva, C.J. Whitaker, A. Narasimhamurthy

Journal:

Pattern Recognition

Année:

2008

Langue:

english

Fichier:

PDF, 425 KB

english, 2008

30

Learn++.MF: A random subspace approach for the missing feature problem

Robi Polikar, Joseph DePasquale, Hussein Syed Mohammed, Gavin Brown, Ludmilla I. Kuncheva

Journal:

Pattern Recognition

Année:

2010

Langue:

english

Fichier:

PDF, 923 KB

english, 2010

31

Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data

Catrin O. Plumpton, Ludmila I. Kuncheva, Nikolaas N. Oosterhof, Stephen J. Johnston

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 673 KB

english, 2012

32

Random Subspace Ensembles for fMRI Classification

Kuncheva, L.I., Rodriguez, J.J., Plumpton, C.O., Linden, D.E.J., Johnston, S.J.

Journal:

IEEE Transactions on Medical Imaging

Année:

2010

Langue:

english

Fichier:

PDF, 1015 KB

english, 2010

33

How good are fuzzy If-Then classifiers?

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Année:

2000

Langue:

english

Fichier:

PDF, 307 KB

english, 2000

34

Switching between selection and fusion in combining classifiers: an experiment

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Année:

2002

Langue:

english

Fichier:

PDF, 446 KB

english, 2002

35

Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization

Kuncheva, L.I., Vetrov, D.P.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2006

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2006

36

Error-Dependency Relationships for the Naïve Bayes Classifier with Binary Features

Kuncheva, L.I., Hoare, Z.S.J.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2008

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2008

37

[IEEE 2010 IEEE International Conference on Information Theory and Information Security (ICITIS) - Beijing, China (2010.12.17-2010.12.19)] 2010 IEEE International Conference on Information Theory and Information Security - Classifying encryption algorithms using pattern recognition techniques

Sharif, Suhaila O., Kuncheva, L.I., Mansoor, S.P.

Année:

2010

Langue:

english

Fichier:

PDF, 268 KB

english, 2010

38

"Fuzzy" versus "nonfuzzy" in combining classifiers designed by Boosting

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2003

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2003

39

Classifier Ensembles with a Random Linear Oracle

Kuncheva, L.I., Rodriguez, J.J.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2007

Langue:

english

Fichier:

PDF, 2.31 MB

english, 2007

40

A Bound on Kappa-Error Diagrams for Analysis of Classifier Ensembles

Kuncheva, Ludmila I.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2013

Langue:

english

Fichier:

PDF, 1002 KB

english, 2013

41

A weighted voting framework for classifiers ensembles

Kuncheva, Ludmila I., Rodríguez, Juan J.

Journal:

Knowledge and Information Systems

Année:

2014

Langue:

english

Fichier:

PDF, 712 KB

english, 2014

42

Change Detection in Streaming Multivariate Data Using Likelihood Detectors

Kuncheva, Ludmila I.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2013

Langue:

english

Fichier:

PDF, 927 KB

english, 2013

43

Random Balance: Ensembles of variable priors classifiers for imbalanced data

Díez-Pastor, José F., Rodríguez, Juan J., García-Osorio, César, Kuncheva, Ludmila I.

Journal:

Knowledge-Based Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.98 MB

english, 2015

44

Modeling in Water Losses Evaluation for Nonhomogeneous Furrow Set

Popova, Z., Kuncheva, R.

Journal:

Journal of Irrigation and Drainage Engineering

Année:

1996

Langue:

english

Fichier:

PDF, 685 KB

english, 1996

45

A taxonomic look at instance-based stream classifiers

Gunn, Iain A.D., Arnaiz-González, Álvar, Kuncheva, Ludmila I.

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 2.12 MB

english, 2018

46

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

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

Journal:

Pattern Recognition Letters

Année:

2018

Langue:

english

Fichier:

PDF, 1.96 MB

english, 2018

47

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

Kuncheva, Ludmila I.

Journal:

IEEE Systems, Man, and Cybernetics Magazine

Année:

2020

Fichier:

PDF, 1.07 MB

2020

48

Nearest prototype classifier designs: An experimental study

James C. Bezdek, Ludmila I. Kuncheva

Journal:

International Journal of Intelligent Systems

Année:

2001

Langue:

english

Fichier:

PDF, 374 KB

english, 2001

49

Fuzzy multi-level classifier for medical applications

Ludmila I. Kuncheva

Journal:

Computers in Biology and Medicine

Année:

1990

Langue:

english

Fichier:

PDF, 854 KB

english, 1990

50

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

Ludmila Kuncheva

Journal:

Computers in Biology and Medicine

Année:

1993

Langue:

english

Fichier:

PDF, 701 KB

english, 1993