Ludmila Kuncheva

Ludmila Kuncheva

Bangor University

H-index: 58

Europe-United Kingdom

About Ludmila Kuncheva

Ludmila Kuncheva, With an exceptional h-index of 58 and a recent h-index of 35 (since 2020), a distinguished researcher at Bangor University, specializes in the field of Pattern Recognition, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Semi-supervised classification with pairwise constraints: A case study on animal identification from video

Effects of hyper-parameters in online constrained clustering: A study on animal videos

An experiment on animal re-identification from video

A benchmark database for animal re-identification and tracking

Combination of object tracking and object detection for animal recognition

A Bibliographic View on Constrained Clustering

Basic ensembles of vanilla-style deep learning models improve liver segmentation from ct images

Animal reidentification using restricted set classification

Ludmila Kuncheva Information

University

Position

Professor of Computer Science UK

Citations(all)

27949

Citations(since 2020)

7094

Cited By

23235

hIndex(all)

58

hIndex(since 2020)

35

i10Index(all)

132

i10Index(since 2020)

72

Email

University Profile Page

Bangor University

Google Scholar

View Google Scholar Profile

Ludmila Kuncheva Skills & Research Interests

Pattern Recognition

Machine Learning

Top articles of Ludmila Kuncheva

Title

Journal

Author(s)

Publication Date

Semi-supervised classification with pairwise constraints: A case study on animal identification from video

Neurocomputing

Chen Gong

Keren Fu

Qiang Wu

Enmei Tu

Jie Yang

2014/9/2

Effects of hyper-parameters in online constrained clustering: A study on animal videos

Francis Williams

Ludmila Kuncheva

2023/12/5

An experiment on animal re-identification from video

Ecological Informatics

Ludmila I Kuncheva

José Luis Garrido-Labrador

Ismael Ramos-Pérez

Samuel L Hennessey

Juan J Rodríguez

2023/5/1

A benchmark database for animal re-identification and tracking

Ludmila I Kuncheva

Francis Williams

Samuel L Hennessey

Juan J Rodríguez

2022/12/5

Combination of object tracking and object detection for animal recognition

Francis Williams

Ludmila I Kuncheva

Juan J Rodríguez

Samuel L Hennessey

2022/12/5

A Bibliographic View on Constrained Clustering

arXiv preprint arXiv:2209.11125

Ludmila Kuncheva

Francis Williams

Samuel Hennessey

2022/9/22

Basic ensembles of vanilla-style deep learning models improve liver segmentation from ct images

A Emre Kavur

Ludmila I Kuncheva

M Alper Selver

2022/12/23

Animal reidentification using restricted set classification

Ecological Informatics

Ludmila Kuncheva

2021/5

Visualisation Data Modelling Graphics (VDMG) at Bangor

Jonathan C Roberts

Panagiotis D Ritsos

Ludmila Kuncheva

Franck Vidal

Ik Soo Lim

...

2021/5

Abstraction and Generalization: Comparing Adaptive Models of Categorization.

Julian Zubek

Ludmila Kuncheva

2020

Feature selection from high-dimensional data with very low sample size: A cautionary tale

arXiv preprint arXiv:2008.12025

Ludmila I Kuncheva

Clare E Matthews

Alvar Arnaiz-González

Juan J Rodríguez

2020/8/27

An experimental evaluation of mixup regression forests

Expert Systems with Applications

Juan J Rodríguez

Mario Juez-Gil

Álvar Arnaiz-González

Ludmila I Kuncheva

2020/8/1

It ain’t what you do—it’s the way that you do it: Is optimizing challenge key in the development of super-elite batsmen?

Journal of Expertise

Ben Jones

Lewis Hardy

Gavin Lawrence

Ludmila Kuncheva

Raphael Brandon

...

2020/6/13

Prototype classifiers and the big fish: The case of prototype (instance) selection

IEEE Systems, Man, and Cybernetics Magazine

Ludmila I Kuncheva

2020/4/20

Random balance ensembles for multiclass imbalance learning

Knowledge-Based Systems

Juan J Rodriguez

Jose-Francisco Diez-Pastor

Alvar Arnaiz-Gonzalez

Ludmila I Kuncheva

2020/4/6

See List of Professors in Ludmila Kuncheva University(Bangor University)

Co-Authors

H-index: 78
Robert P.W. Duin

Robert P.W. Duin

Technische Universiteit Delft

H-index: 73
Nikhil R. Pal

Nikhil R. Pal

Indian Statistical Institute

H-index: 47
Robi Polikar

Robi Polikar

Rowan University

H-index: 44
Sushmita Mitra

Sushmita Mitra

Indian Statistical Institute

H-index: 43
Josep Salvador Sánchez Garreta

Josep Salvador Sánchez Garreta

Universidad Jaime I

H-index: 36
Indrė Žliobaitė

Indrė Žliobaitė

Helsingin yliopisto

academic-engine