Pinned Repositories
1-nn-editing
Edited nearest neighbour classifier. Instance selection.
Animal-Identification-from-Video
Repository of annotated videos of multiple animals and MATLAB code for processing the data
Bayesian-Analysis-for-Comparing-Classifiers
MATLAB code to calculate a new version of the Signed Rank Test for comparing two classifiers on multiple datasets, as explained in a paper by Benavoli et al. (2017). The code is adapted from the python library baycomp.
Change-detection
Change detection from streaming data
Chess-piece-recognition
Extension of the Restricted Set Classification (RSC) method for recognising chess pieces on a board from top-view images.
Classifier-Ensembles
MATLAB code for various aspects of classifier ensembles
Feature-Selection
Feature selection for classification
Instance_selection
Prototype/Instance Selection for the 1-nn Classifier
SDCD-Simulated-Data-for-Concept-Drift
A MATLAB collection of scripts and functions for generating artificial data with concept drift
Video-Processing-Library-MATLAB
Functions for processing video: feature extraction, summarisation, comparison of keyframe summaries, visualisation
LucyKuncheva's Repositories
LucyKuncheva/Classifier-Ensembles
MATLAB code for various aspects of classifier ensembles
LucyKuncheva/Video-Processing-Library-MATLAB
Functions for processing video: feature extraction, summarisation, comparison of keyframe summaries, visualisation
LucyKuncheva/Animal-Identification-from-Video
Repository of annotated videos of multiple animals and MATLAB code for processing the data
LucyKuncheva/Bayesian-Analysis-for-Comparing-Classifiers
MATLAB code to calculate a new version of the Signed Rank Test for comparing two classifiers on multiple datasets, as explained in a paper by Benavoli et al. (2017). The code is adapted from the python library baycomp.
LucyKuncheva/SDCD-Simulated-Data-for-Concept-Drift
A MATLAB collection of scripts and functions for generating artificial data with concept drift
LucyKuncheva/Chess-piece-recognition
Extension of the Restricted Set Classification (RSC) method for recognising chess pieces on a board from top-view images.
LucyKuncheva/Instance_selection
Prototype/Instance Selection for the 1-nn Classifier
LucyKuncheva/1-nn-editing
Edited nearest neighbour classifier. Instance selection.
LucyKuncheva/Change-detection
Change detection from streaming data
LucyKuncheva/Feature-Selection
Feature selection for classification
LucyKuncheva/Synthetic-datasets-for-classification-and-clustering
MATLAB code for generating 2D and 3D synthetic/toy/artificial datasets. The datasets have been previously used in various publications, mostly for rapid testing of classification and clustering methods. A sample of the datasets is also provided.
LucyKuncheva/Bibliometric-Constrained-Clustering
Data files for a bibliometric snapshot study on constrained clustering as of 10th May 2022
LucyKuncheva/Bird-Counting
Collaborative project on counting birds in images for the purposes of surveillance and monitoring
LucyKuncheva/Intrauterine-position-probabilities-in-mice
LucyKuncheva/Restricted-Set-Classification
MATLAB code for simultaneous classification of a set objects when there are label restrictions
LucyKuncheva/Semi-supervised-and-Constrained-Clustering
MATLAB and Python code for semi-supervised learning and constrained clustering. It contains toy examples.