Výsledky vyhledávání - "Cichosz Paweł"

Akademický článek

Bag of Words and Embedding Text Representation Methods for Medical Article Classification

Autor: Cichosz Paweł

Publikováno v: International Journal of Applied Mathematics and Computer Science, Vol 33, Iss 4, Pp 603-621 (2023)

Text classification has become a standard component of automated systematic literature review (SLR) solutions, where articles are classified as relevant or irrelevant to a particular literature study topic. Conventional machine learning algorithms fo

Externí odkaz: https://doaj.org/article/a300989a717c4cb08fa6258e902c8619

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Akademický článek

A Case Study in Text Mining of Discussion Forum Posts: Classification with Bag of Words and Global Vectors

Autor: Cichosz Paweł

Publikováno v: International Journal of Applied Mathematics and Computer Science, Vol 28, Iss 4, Pp 787-801 (2018)

Despite the rapid growth of other types of social media, Internet discussion forums remain a highly popular communication channel and a useful source of text data for analyzing user interests and sentiments. Being suited to richer, deeper, and longer

Externí odkaz: https://doaj.org/article/e923463363474591a3882aede16a2ff6

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Akademický článek

Imitation learning of car driving skills with decision trees and random forests

Autor: Cichosz Paweł, Pawełczak Łukasz

Publikováno v: International Journal of Applied Mathematics and Computer Science, Vol 24, Iss 3, Pp 579-597 (2014)

Machine learning is an appealing and useful approach to creating vehicle control algorithms, both for simulated and real vehicles. One common learning scenario that is often possible to apply is learning by imitation, in which the behavior of an exem

Externí odkaz: https://doaj.org/article/e75ad78985534beeaa4db6876e0bec7e

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