Recent Submissions

  • F4: An All-Purpose Tool for Multivariate Time Series Classification 

    López-Oriona, Ángel; Vilar, José (MDPI, 2021)
    [Abstract] We propose Fast Forest of Flexible Features (F4), a novel approach for classifying multivariate time series, which is aimed to discriminate between underlying generating processes. This goal has barely been ...
  • Modeling the Number of People Infected With SARS-COV-2 From Wastewater Viral Load in Northwest Spain 

    Vallejo, Juan Andrés; Trigo Tasende, Noelia; Rumbo-Feal, Soraya; Conde Pérez, Kelly; López-Oriona, Ángel; Barbeito, Inés; Vaamonde, Manuel; Tarrío-Saavedra, Javier; Reif López, Rubén; Ladra, Susana; Rodiño-Janeiro, Bruno Kotska; Nasser-Ali, Mohammed; Cid, Ángeles; Veiga, María Carmen; Acevedo, Antón; Lamora, Carlos; Bou, Germán; Cao, Ricardo; Poza, Margarita (Elsevier, 2022)
    [Abstract] The quantification of the SARS-CoV-2 RNA load in wastewater has emerged as a useful tool to monitor COVID–19 outbreaks in the community. This approach was implemented in the metropolitan area of A Coruña (NW ...
  • Evaluation of Depression in Subacute Low Back Pain: A Case Control Study 

    López-López, Daniel; Vilar, Juan M.; Calvo-Lobo, César; Losa-Iglesias, Marta Elena; Rodríguez Sanz, David; Becerro-de-Bengoa-Vallejo, Ricardo (American Society of Interventional Pain Physicians, 2017)
    [Abstract] Low back pain (LBP) is the most common musculoskeletal disorder affecting the general population and it is believed to be associated with depression. The study aim was to describe and compare the impact in a ...
  • Assessment of the Influence of Features on a Classification Problem: An Application to COVID-19 Patients 

    Davila-Pena, Laura; García-Jurado, Ignacio; Casas Méndez, Balbina Virginia (Elsevier, 2022)
    [Abstract] This paper deals with an important subject in classification problems addressed by machine learning techniques: the evaluation of the influence of each of the features on the classification of individuals. ...
  • A Bi-Objective Scheduling Problem in a Home Care Business 

    Méndez-Fernández, Isabel; Lorenzo Freire, Silvia; González Rueda, Ángel Manuel (MDPI, 2021)
    [Abstract] In this work we study a routing and scheduling problem for a home care business. The problem is composed of two conflicting objectives, therefore we study it as a bi-objective one. We obtain the Pareto frontier ...

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