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pro vyhledávání: '"Gámez, José A."'
We propose ODTE, a new ensemble that uses oblique decision trees as base classifiers. Additionally, we introduce STree, the base algorithm for growing oblique decision trees, which leverages support vector machines to define hyperplanes within the de
Externí odkaz:
http://arxiv.org/abs/2411.13376
Publikováno v:
Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2023. Lecture Notes in Computer Science, vol 14294. Springer, Cham
Learning Bayesian Networks (BNs) from high-dimensional data is a complex and time-consuming task. Although there are approaches based on horizontal (instances) or vertical (variables) partitioning in the literature, none can guarantee the same theore
Externí odkaz:
http://arxiv.org/abs/2409.13314
Publikováno v:
Engineering Applications of Neural Networks. EANN 2023. Communications in Computer and Information Science, vol 1826. Springer, Cham
This article focuses on the supervised classification of datasets with a large number of variables and a small number of instances. This is the case, for example, for microarray data sets commonly used in bioinformatics. Complex classifiers that requ
Externí odkaz:
http://arxiv.org/abs/2311.12879
Autor:
Acosta-Ayala, Tanya, Sifuentes-Nieves, Israel, Ramírez-Vargas, Eduardo, Hernández-Gámez, Jose F, Hernández-Hernández, Ernesto, Flores-Silva, Pamela C
Publikováno v:
In Food Packaging and Shelf Life December 2024 46
Publikováno v:
In International Journal of Approximate Reasoning December 2024 175
Publikováno v:
In Knowledge-Based Systems 19 July 2024 296
Publikováno v:
In Knowledge-Based Systems 19 July 2024 296
Publikováno v:
Phys. Rev. A 103, 032605 (2021)
Accurate quantum chemistry simulations remain challenging on classical computers for problems of industrially relevant sizes and there is reason for hope that quantum computing may help push the boundaries of what is technically feasible. While varia
Externí odkaz:
http://arxiv.org/abs/2002.00035
Akademický článek
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Publikováno v:
In Engineering Applications of Artificial Intelligence September 2023 124