Browsing by Author "Molares-Ulloa, Andrés"
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Application of Artificial Neural Networks for the Monitoring of Episodes of High Toxicity by DSP in Mussel Production Areas in Galicia
Molares-Ulloa, Andrés; Fernández-Blanco, Enrique; Rivero, Daniel (MDPI AG, 2020-08-19)[Abstract] This study seeks to support, through the use of Artificial Neural Networks (ANN), the decision to perform closings after days without sampling in the Vigo estuary. The opening and closing of the mussel production ... -
Hybrid machine learning techniques in the management of harmful algal blooms impact
Molares-Ulloa, Andrés; Rivero, Daniel; Gil Ruiz, Jesús; Fernández-Blanco, Enrique; De-la-Fuente-Valentín, Luis (Elsevier, 2023)[Abstract]: Harmful algal blooms (HABs) are episodes of high concentrations of algae that are potentially toxic for human consumption. Mollusc farming can be affected by HABs because, as filter feeders, they can accumulate ... -
Machine Learning in Management of Precautionary Closures Caused by Lipophilic Biotoxins
Molares-Ulloa, Andrés; Fernández-Blanco, Enrique; Pazos, A.; Rivero, Daniel (Elsevier, 2022)[Abstract] Mussel farming is one of the most important aquaculture industries. The main risk to mussel farming is harmful algal blooms (HABs), which pose a risk to human consumption. In Galicia, the Spanish main producer ... -
Plataforma de apoyo en el diagnóstico de COVID y otras patologías mediante Deep Learning
Molares-Ulloa, Andrés; Moura, Joaquim de; Ramos, Lucía; Novo Buján, Jorge; Costas Mora, Marta; Flores Rodríguez, Cristina; Cordeiro-Rodríguez, Mónica; Ortega Hortas, Marcos (2022)La gravedad de la pandemia producida por la Covid-19 ha promovido el desarrollo de proyectos que buscan soluciones a la crisis sanitaria derivada de esta enfermedad. El Complejo Hospitalario Universitario A Coruña (CHUAC) ... -
Re-Identification of Rats with Transfer Learning
Molares-Ulloa, Andrés; Ortega-Femia, Maria del Rocio; Dorado, Julián; Pedreira Souto, Nieves; Rodriguez, Alvaro (Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The study of animal behavior in laboratory experiments is key in ethology, ecotoxicology, neuroscience and other fields. Although modern studies use computer imaging techniques, current solutions cannot preserve ... -
Sistema para el Asesoramiento en Cierres Preventivos de la Ría de Vigo debido a Biotoxinas Lipofílicas
Molares-Ulloa, Andrés (2020)[Resumen] Las floraciones algales nocivas son episodios de elevada concentración de algas potencialmente tóxicas para el consumo humano, ya que, las toxinas que producen, serían ingeridas a través del consumo de moluscos ...
