Výsledky vyhledávání - "Ionel Eduard Stan"

Akademický článek

Feature and Language Selection in Temporal Symbolic Regression for Interpretable Air Quality Modelling

Autor: Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan

Publikováno v: Algorithms, Vol 14, Iss 3, p 76 (2021)

Air quality modelling that relates meteorological, car traffic, and pollution data is a fundamental problem, approached in several different ways in the recent literature. In particular, a set of such data sampled at a specific location and during a

Externí odkaz: https://doaj.org/article/709b1be4d7a443e6a36775b53e673706

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Fuzzy Halpern and Shoham's interval temporal logics

Autor: Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan

Publikováno v: Fuzzy Sets and Systems. 456:107-124

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::55286439b511304d39b329c0dcc94381
https://doi.org/10.1016/j.fss.2022.05.014

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Interval Temporal Logic Decision Tree Learning

Autor: Ionel Eduard Stan, Andrea Brunello, Guido Sciavicco

Publikováno v: Logics in Artificial Intelligence ISBN: 9783030195694
JELIA

Decision trees are simple, yet powerful, classification models used to classify categorical and numerical data, and, despite their simplicity, they are commonly used in operations research and management, as well as in knowledge mining. From a logica

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ca3ad9dc1bfd087f9952abeac866f57c
http://hdl.handle.net/11392/2404484

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Towards a General Method for Logical Rule Extraction from Time Series

Autor: Alessandro Vaccari, Ionel Eduard Stan, Guido Sciavicco

Publikováno v: From Bioinspired Systems and Biomedical Applications to Machine Learning ISBN: 9783030196509
IWINAC (2)

Extracting rules from temporal series is a well-established temporal data mining technique. The current literature contains a number of different algorithms and experiments that allow one to abstract temporal series and, later, extract meaningful rul

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cdd8e1d79bfa2f8d804fc3934ba8bdc1
https://doi.org/10.1007/978-3-030-19651-6_1

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On coarser interval temporal logics

Autor: Emilio Muñoz-Velasco, Mercedes Pelegrín, Guido Sciavicco, Pietro Sala, Ionel Eduard Stan

The primary characteristic of interval temporal logic is that intervals, rather than points, are taken as the primitive ontological entities. Given their generally bad computational behavior of interval temporal logics, several techniques exist to pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03f6849eb63e9acbc66b0c4c00ca7bba
http://hdl.handle.net/11562/989685

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