Filters
Multi-class classification of COVID-19 documents using machine learning algorithms
Main topics of the document: multi-class classification; machine learning algorithms; text mining; COVID-19...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Sparse solution of least-squares twin multi-class support vector machine using l_0 and l_p-norm for classification and feature selection
Main topics of the document: multi-class classification; twin k-class support vector classification; least-squares; cardinality-constrained optimization problem; l_p-norm; feature selection......
Statistics and probability
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Sparse least squares K-SVCR multi-class classification
in multi-class classification. Leveraging a "1-versus-1-versus-rest" on the optimal solution norm. Experimental results on multi-class classification datasetsThis paper introduces a nove...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Newton-based approach to solving K-SVCR and Twin-KSVC multi-class classification in the primal space
Multi-class classification is an important problem in machine learning, which classification-regression machine for -class classification (K-SVCR) and twin -class support vector class...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Variance estimation for two-class and multi-class ROC analysis using operating point averaging
Basic themes of document: receiver operator characteristic; classification...
BD - Teorie informace
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Least squares K-SVCR multi-class classification
The support vector classification-regression machine for K-class classification (K-SVCR) is a novel multi-class classification method based on 1-versus-1-versus-rest structure. In this paper, we p...
Economic Theory
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Bounds for sparse solutions of K-SVCR multi-class classification model
The support vector classification-regression machine for k-class classification (K-SVCR) is a novel multi-class classification approach based on the 1-versus-1-versus-rest structure. In this work,...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification
. This is a particular case of multi-class classification where the order between the classes. They combine the outputs of multiple Fuzzy Decision Trees to improve the classification to the use of fuzzy lo...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Kernel representation of the Kesler construction for Multi-class SVM classification
Not available...
JD - Využití počítačů, robotika a její aplikace
- 2002 •
- D
Rok uplatnění
D - Stať ve sborníku
MORD: Multi-class Classifier for Ordinal Regression
We show that classification rules used in ordinal regression are equivalent to a certain class of linear multi-class classifiers. This observation not only allows to design new learning algorithms for ordinal regre...
JD - Využití počítačů, robotika a její aplikace
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
- 1 - 10 out of 56 682