LV Utkin, YA Zhuk - Knowledge-Based Systems, 2014 - Elsevier
Robust classification models based on the ensemble methodology are proposed in the paper. The main feature of the models is that the precise vector of weights assigned for …
A new algorithm for ensemble construction based on adapted restricting a set of weights of examples in training data to avoid overfitting and to reduce a number of iterations is …
B Clarke, Y Yao - arXiv preprint arXiv:2304.12218, 2023 - arxiv.org
This paper reviews the growing field of Bayesian prediction. Bayes point and interval prediction are defined and exemplified and situated in statistical prediction more generally …
The boosting technique emerged from machine learning has become a widely used method to estimate statistical models. As one of the most successful variants, componentwise …
Cortical alignment is an essential link in the processing chain for establishing neurological relationships across multiple subjects. This thesis addresses multi-subject cortical alignment …
LV Utkin - International Journal of Pattern Recognition and …, 2013 - World Scientific
A new approach for ensemble construction based on restricting a set of weights of examples in training data to avoid overfitting is proposed in the paper. The algorithm called EPIBoost …