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L

Ludmila I. Kuncheva

Bangor University

54H-index
225Paper Count
2.0WCitation Count
Published Papers 46
Publication Date
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Remote sensing colour image semantic segmentation of large herbivorous mammal trails
errInternational Journal of Remote Sensing
IF2.6
err2026-02-05
err0
PREAI
errJosé Francisco Díez-Pastor; Francisco Javier González-Moya; Pedro Latorre-Carmona; Francisco Javier Pérez-Barbería; Ludmila Kuncheva; Antonio Canepa-Oneto; Álvar Arnaiz-González; César García-Osorio
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When and how to automate image analysis for wildlife monitoring? Guidelines and lessons from a worked example of seabirds in a dynamic coastal environment
errBIRD STUDY
IF0.6
err2025-12-01
err0
PREAI
errCarrington, Claire A.; Lawrence, Peter J.; Kuncheva, Ludmila I.; Williams, Francis J.; Hennessey, Samuel L.; Waggitt, James J.
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errSave
Animal re-identification in video through track clustering
errPattern Analysis and Applications
IF2
err2025-06-19
err0
errOAAI
errFrancis J. Williams; Samuel L. Hennessey; Ludmila I. Kuncheva
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Semi-supervised classification with pairwise constraints: A case study on animal identification from video
errINFORMATION FUSION
IF15.5
err2024-04-01
err1
errOAAI
errKuncheva, Ludmila I.; Garrido-Labrador, Jose Luis; Ramos-Perez, Ismael; Hennessey, Samuel L.; Rodriguez, Juan J.
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An experiment on animal re-identification from video
errECOLOGICAL INFORMATICS
IF7.3
err2023-05-01
err9
errOAAI
errKuncheva, Ludmila I.; Luis Garrido-Labrador, Jose; Ramos-Perez, Ismael; Hennessey, Samuel L.; Rodriguez, Juan J.
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errSave
Animal reidentification using restricted set classification
errECOLOGICAL INFORMATICS
IF7.3
err2021-05-01
err1
PREAI
errKuncheva, Ludmila
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errSave
An experimental evaluation of mixup regression forests
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-08-01
err12
errOAAI
errRodriguez, Juan J.; Juez-Gil, Mario; Arnaiz-Gonzalez, Alvar; Kuncheva, Ludmila, I
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Random Balance ensembles for multiclass imbalance learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-04-01
err24
errOAAI
errRodriguez, Juan J.; Diez-Pastor, Jose-Francisco; Arnaiz-Gonzalez, Alvar; Kuncheva, Ludmila, I
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Combining univariate approaches for ensemble change detection in multivariate data
errINFORMATION FUSION
IF15.5
err2019-01-01
err16
errOAAI
errFaithfull, William J.; Rodriguez, Juan J.; Kuncheva, Ludmila, I
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errSave
On feature selection protocols for very low-sample-size data
errPATTERN RECOGNITION
IF7.6
err2018-09-01
err32
errOAAI
errKuncheva, Ludmila I.; Rodriguez, Juan J.
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errSave
Restricted Set Classification with prior probabilities: A case study on chessboard recognition
errPATTERN RECOGNITION LETTERS
IF3.3
err2018-08-01
err1
errOAAI
errKuncheva, Ludmila, I; Constance, James H., V
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errSave
A taxonomic look at instance-based stream classifiers
errNEUROCOMPUTING
IF6.5
err2018-04-01
err5
errOAAI
errGunn, Iain A. D.; Arnaiz-Gonzalez, Alvar; Kuncheva, Ludmila I.
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errSave
Restricted set classification: Who is there?
errPATTERN RECOGNITION
IF7.6
err2017-03-01
err5
errOAAI
errKuncheva, Ludmila I.; Rodriguez, Juan J.; Jackson, Aaron S.
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errSave
Random Balance: Ensembles of variable priors classifiers for imbalanced data
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2015-09-01
err186
PREAI
errDiez-Pastor, Jose F.; Rodriguez, Juan J.; Garcia-Osorio, Cesar; Kuncheva, Ludmila I.
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errSave
Occlusion Handling via Random Subspace Classifiers for Human Detection
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2014-03-01
err38
PREAI
errMarin, Javier; Vazquez, David; Lopez, Antonio M.; Amores, Jaume; Kuncheva, Ludmila I.
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PCA Feature Extraction for Change Detection in Multidimensional Unlabeled Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2014-01-01
err163
PREAI
errKuncheva, Ludmila I.; Faithfull, William J.
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errSave
Change Detection in Streaming Multivariate Data Using Likelihood Detectors
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2013-05-01
err84
PREAI
errKuncheva, Ludmila I.
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errSave
A Bound on Kappa-Error Diagrams for Analysis of Classifier Ensembles
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2013-03-01
err67
PREAI
errKuncheva, Ludmila I.
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errSave
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data
errPATTERN RECOGNITION
IF7.6
err2012-06-01
err38
PREAI
errPlumpton, Catrin O.; Kuncheva, Ludmila I.; Oosterhof, Nikolaas N.; Johnston, Stephen J.
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errSave
Learn++.MF: A random subspace approach for the missing feature problem
errPATTERN RECOGNITION
IF7.6
err2010-11-01
err64
PREAI
errPolikar, Robi; DePasquale, Joseph; Mohammed, Hussein Syed; Brown, Gavin; Kuncheva, Ludmilla I.
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
James C. Bezdek
H-index: 88 · Papers: 459
D
David E.J. Linden
H-index: 87 · Papers: 624
N
Nikhil R. Pal
H-index: 65 · Papers: 398
R
Robert P. W. Duin
H-index: 62 · Papers: 323
A
Antonio M. López
H-index: 52 · Papers: 449
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