Ludmila Kuncheva's Home Page

PATTERN RECOGNITION

Our group is very dynamic. The main contributions to our research come from visitors and long-distance collaborations.

Project: "Prototype Selection from Streaming, Drifting and Partly Labelled Data Using Classifier Ensembles" sponsored by The Leverhulme Trust (RPG_2015_188).
Project: "Classifier Ensembles for Changing Environments" sponsored by EPSRC 2005-2007, (# EP/D0404X/1).

People

Lucy Kuncheva

Professor of Computer Science


PhD students

Sam Hennessey
thesis, 2025,
"Semi-Supervised,
Species-Invariant
Animal Re-Identification
From Unrestricted Video"

Frank Williams
thesis, 2025,
"Individual Animal
Re-Identification in Video
using Constrained
Clustering Approaches"

Former PhD students

Paria Yousefi
thesis, 2019,
"Keyframe Summarisation
of Egocentric Video"

Will Faithfull
thesis, 2018,
"Unsupervised Change
Detection in Multivariate
Streaming Data"

Tom Christy
thesis, 2014
"A Psychophysiological
Acquisition Device
for Affective Video Games"

Catrin Plumpton
thesis, 2011
"Classifier Ensembles for
Streaming fMRI Data"

James Charles
thesis, 2009
"Image Analysis of
Microscope Slides
for Palynofacies Studies"

Zoe Hoare
thesis, 2007
"Feature Selection and
Classification for
Non-traditional Data"

Catherine Shipp
thesis, 2005
"A Study on Diversity
in Classifier Ensembles"

Ameena Al-Zaidan
thesis, 2003
"Mathematical Modelling
of Marine Environment
Contamination Using
Fuzzy Set Theory"


Selected topics

Restricted set classification (RSC)        Image Segmentation        Feature Selection

Visitors (Photos from 2019)







Data

  • Artificial (classification and clustering)
  • Real (medical, not in UCI)*
    laryngeal1 • voice_3 • respiratory • laryngeal2 • voice_9 • weaning • laryngeal3