2024 - Sistema de visión artificial basado en aprendizaje profundo para la detección automática de defectos superficiales en pavimentos.
Title: Sistema de visión artificial basado en aprendizaje profundo para la detección automática de defectos superficiales en pavimentos.
Authors: Saúl Cano-Ortiz; Eugenio Sainz-Ortiz; Lara Lloret Iglesias; Pablo Martínez Ruiz del Árbol; Daniel Castro-Fresno
Conference: : IX Congreso Iberoamericano de Gestión y Tecnología de la Construcción
2024 - MAPSIA: Automated Pavement Distress Detection for Optimal Road Maintenance Planning
Title: MAPSIA: Automated Pavement Distress Detection for Optimal Road Maintenance Planning
Authors: Saúl Cano-Ortiz; Eugenio Sainz-Ortiz; Lara Lloret Iglesias; Pablo Martínez Ruiz del Árbol; Daniel Castro-Fresno
Conference: Transport Research Arena (TRA)
2024 - Image-based deep learning system for coronary artery tortuosity diagnosis in coronary angiography
Title: Image-based deep learning system for coronary artery tortuosity diagnosis in coronary angiography
Authors: Miriam Cobo
Coauthors: Lara Lloret Iglesias
2024 - Federated AI in the European Open Science Cloud
Title: Federated AI in the European Open Science Cloud
Authors: Judith Sáinz-Pardo Díaz and Álvaro López García
Conference: Flower AI Summit 2024
2024 - Correlación de tráfico, mantenimiento y tipo de vía con un índice de condición del pavimento obtenido a partir de un sistema de visión artificial
Title: Correlación de tráfico, mantenimiento y tipo de vía con un índice de condición del pavimento obtenido a partir de un sistema de visión artificial
Authors: Saúl Cano-Ortiz; Eugenio Sainz-Ortiz; Lara Lloret Iglesias; Pablo Martínez Ruiz del Árbol; Daniel Castro-Fresno
Conference: Congreso Ibero Latinoamericano del Asfalto (CILA)
2022 - FAIRness Evaluation, Validation and Advising with FAIR EVA
Title: FAIRness Evaluation, Validation and Advising with FAIR EVA
Authors: Fernando Aguilar
Coauthors: Isabel Bernal
Conference: IBERGRID Conference 2022, Faro (Portugal), 10-13 octubre 2022
URL: https://indico.lip.pt/event/1249/contributions/4424/
2022 - FAIR EVA: Evaluator, Validator & Advisor
Title: FAIR EVA: Evaluator, Validator & Advisor
Authors: Fernando Aguilar
Coauthors: Isabel Bernal
Conference: EGI Conference 2022. 19-23 September 2022. Prague, Czech Republic
URL: https://indico.egi.eu/event/5882/sessions/4861/#20220921
2022 - FAIR EVA: Checking data FAIRness in data repositories
Title: FAIR EVA: Checking data FAIRness in data repositories
Authors: Fernando Aguilar
Coauthors: Isabel Bernal
Conference: Open Repositories 2022, Denver, Colorado (USA) 6-10 junio 2022
URL: https://or2022.openrepositories.org/
2022 - Deep learning to estimate wine volume from one single-view image
Title: Deep learning to estimate wine volume from one single-view image
Authors: Miriam Cobo
Coauthors: Begoña Bartolomé, M. Victoria Moreno, Carmen Patricia Pérez Matute, Silvia Yuste, Ignacio Heredia, Daniel García, Fernando Aguilar, Lara Lloret Iglesias
Conference: IBERGRID Conference 2022, Faro (Portugal), 10-13 octubre 2022
URL: https://indico.lip.pt/event/1249/timetable/#20221010
2022 - Artificial Intelligence to evaluate the impact of COVID-19 disease on the elderly
Title: Artificial Intelligence to evaluate the impact of COVID-19 disease on the elderly
Authors: Miriam Cobo
Coauthors: Elena Campos, Andrea Canto, Beatriz Tejedor, Ignacio Ruiz, Carlos Jiménez, Manuel Ramos, Luis Carlos Antón, Margarita del Val, Natalia Molinero, Cristina Jiménez, Diego Taladrid, M. Vicotria Moreno, Benjamín Sanchez, Anabel Álvarez, Santiago Álvarez, Elena Povedano, Sebastián Ruiz, Diego Ramiro, Gloria Guirado, Gloria Castells, Carles Cristofol, Fernando Aguilar, Lara Lloret Iglesias
Conference: II Jornadas de la PTI+ Salud Global, Valencia, Ciudad de las Artes y las Ciencias, 5-6 octubre 2022
URL: https://eventossaludglobal.csic.es/
2021 - On the use of Deep Generative Models for "Perfect" Prognosis Climate Downscaling
Title: On the use of Deep Generative Models for "Perfect" Prognosis Climate Downscaling
Authors: Jose González-Abad; Jorge Baño-Medina; Ignacio Heredia
Conference: NeurIPS 2021 Climate Change Workshop
URL: https://www.climatechange.ai/papers/neurips2021/67
2019 - Using Unsupervised Artificial Neural Networks to Detect Sibling Species: A case in Myxomycetes
Title: Using Unsupervised Artificial Neural Networks to Detect Sibling Species: A case in Myxomycetes
Authors: Francisco Pando, Ignacio Heredia, Lara Lloret
Conference: Biodiversity Information Standards (TDWG) 2019
DOI: https://doi.org/10.3897/biss.3.37255
2018 - Deep learning for weed identification based on seed images
Title: Deep learning for weed identification based on seed images
Authors: Francisco Pando, Ignacio Heredia, Carlos Aedo Pérez, Mauricio Velayos Rodríguez, Lara Lloret Iglesias, Joel Calvo
Conference: Biodiversity Information Standards (TDWG) 2018
DOI: https://doi.org/10.3897/biss.2.25749
2018 - Convolutional Neural Networks for Phytoplankton identification and classification
Title: Convolutional Neural Networks for Phytoplankton identification and classification
Authors: Lara Lloret, Ignacio Heredia, Fernando Aguilar, Elisabeth Debusschere, Klaas Deneudt, Francisco Hernandez
Conference: Biodiversity Information Standards (TDWG) 2018
DOI: https://doi.org/10.3897/biss.2.25762
2018 - Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics
Title: Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics
Authors: Celia Fernandez Madrazo, Ignacio Heredia Cacha, Lara Lloret Iglesias, Jesus Marco de Lucas
Conference: CHEP 2018 Conference
URL: https://indico.cern.ch/event/587955/contributions/2937535/
2017 - A workbench for species identification based on images and deep learning techniques
Title: A workbench for species identification based on images and deep learning techniques
Authors: Ignacio Heredia, Lara Lloret, Francisco Pando, Jesús Marco
Conference: Biodiversity Information Science and Standards 1: e20569
DOI: https://doi.org/10.3897/tdwgproceedings.1.20569
