Vitaliy Tayanov

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 8

Top Topics

Classifier Combination

Classifier Ensemble

Mutual Subspace Method

Base Classifiers

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Analysis of Different Deep Learning Architectures to Learn Generalised Classifier Stacking on Riemannian and Grassmann Manifolds. ICPR (2022)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Ensemble Learning Using Matrices of Classifier Interactions and Decision Profiles on Riemannian and Grassmann Manifolds. Int. J. Pattern Recognit. Artif. Intell. 35 (12) (2021)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Comparison of Stacking-based Classifier Ensembles using Euclidean and Riemannian Geometries. ICPR (2020)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Manifold-Based Classifier Ensembles. ICPRAI (2020)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Prediction-based classification using learning on Riemannian manifolds. ICPR (2018)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Classification Boosting by Data Decomposition Using Consensus-Based Combination of Classifiers. ICIAR (2017)
Vitaliy Tayanov, Adam Krzyzak, Ching Y. Suen
Some Properties of Consensus-Based Classification. CORES (2017)
Vitaliy Tayanov, Eric Granger, Miguel Bordallo López, Abdenour Hadid
Super-resolution pipeline for fast adjudication in watchlist screening. IPTA (2015)