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pro vyhledávání: '"Roque, Luís"'
The importance of time series forecasting drives continuous research and the development of new approaches to tackle this problem. Typically, these methods are introduced through empirical studies that frequently claim superior accuracy for the propo
Externí odkaz:
http://arxiv.org/abs/2412.14435
We introduce the Robustness of Hierarchically Organized Time Series (RHiOTS) framework, designed to assess the robustness of hierarchical time series forecasting models and algorithms on real-world datasets. Hierarchical time series, where lower-leve
Externí odkaz:
http://arxiv.org/abs/2408.03399
Accurate evaluation of forecasting models is essential for ensuring reliable predictions. Current practices for evaluating and comparing forecasting models focus on summarising performance into a single score, using metrics such as SMAPE. We hypothes
Externí odkaz:
http://arxiv.org/abs/2406.16590
Autor:
Molina-Roque, Luis, Simó-Mirabet, Paula, Barany, André, Caderno, Anyell, Navarro-Guillén, Carmen, Galafat, Alba, Torres, Miguel, Fuentes, Juan, Mancera, Juan Miguel, Perera, Erick, Alarcón-López, Francisco Javier, Martos-Sitcha, Juan Antonio
Publikováno v:
In Aquaculture 15 March 2025 598
Autor:
Roque, Luís Augusto Correia
Dissertação de Mestrado em Estatística apresentada à Faculdade de Ciências da Universidade do Porto
[Nota do Arquivo Central: devido a restrições técnicas a notação matemática original foi, dentro do possível, adaptada]O coeficiente
[Nota do Arquivo Central: devido a restrições técnicas a notação matemática original foi, dentro do possível, adaptada]O coeficiente
Externí odkaz:
http://hdl.handle.net/10216/9655
Publikováno v:
In Mathematics and Computers in Simulation May 2025 231:120-127
Time series data in the retail world are particularly rich in terms of dimensionality, and these dimensions can be aggregated in groups or hierarchies. Valuable information is nested in these complex structures, which helps to predict the aggregated
Externí odkaz:
http://arxiv.org/abs/1903.09478
Akademický článek
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Autor:
Carlos Machado de Freitas, Marcelo Porto, Jorge Mesquita Huet Machado, Mario Parreiras de Faria, Roque Luís Mion Puiatti
Publikováno v:
Revista Brasileira de Saúde Ocupacional, Vol 48 (2023)
Resumo Os eventos definidos como acidentes ampliados surgem com o próprio processo de industrialização, assim como junto ao desenvolvimento de novas tecnologias de produção, tornando-se mais complexos neste início de século XXI. O objetivo des
Externí odkaz:
https://doaj.org/article/c38b6a4253104c50b4518ad61e967dc9
Autor:
Molina-Roque, Luis, Bárany, André, Sáez, María Isabel, Alarcón, Francisco Javier, Tapia, Silvana Teresa, Fuentes, Juan, Mancera, Juan Miguel, Perera, Erick, Martos-Sitcha, Juan Antonio
Publikováno v:
In Aquaculture Reports August 2022 25