Iain A. D. Gunn

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 7

Top Topics

Prototype Selection

Imbalanced Data Classification

Vapnik Chervonenkis

Top Venues

Prog. Artif. Intell.

Publications

Iain A. D. Gunn, Ludmila I. Kuncheva
Bounds for the VC Dimension of 1NN Prototype Sets. CoRR (2019)
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
Instance selection improves geometric mean accuracy: a study on imbalanced data classification. Prog. Artif. Intell. 8 (2) (2019)
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification. CoRR (2018)
Iain A. D. Gunn, Álvar Arnaiz-González, Ludmila I. Kuncheva
A taxonomic look at instance-based stream classifiers. Neurocomputing 286 (2018)
Iain A. D. Gunn, Ludmila I. Kuncheva, Paria Yousefi
Bipartite Graph Matching for Keyframe Summary Evaluation. CoRR (2017)
Ludmila I. Kuncheva, Paria Yousefi, Iain A. D. Gunn
On the Evaluation of Video Keyframe Summaries using User Ground Truth. CoRR (2017)
Ludmila I. Kuncheva, Iain A. D. Gunn
A concept-drift perspective on prototype selection and generation. IJCNN (2016)