5 October 2022

09:30 h – 10:00 h Registration (CITIC. First Floor. Cloud Room).

10:00 h – 10:15 h Welcome address (CITIC. First Floor. Cloud Room).

10:15 h – 11:00 h Keynote address (CITIC. First Floor. Cloud Room).

  • Sabela Ramos Garea, Software Engineer at Google Research, Brain Team: «Between Software Engineering and Research. Developing tools for RL».

11:00 h – 12:00 h Oral presentations I (CITIC. First Floor. Cloud Room).

Moderator: Diego Álvarez.

  • 11:00 h – 11:10 h.- “Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging”. Adriana Anido Alonso and Diego Álvarez Estévez .
  • 11:10 h – 11:20 h.-“Validation of the quality of sleep data generated by Xiaomi Mi Band 5”. Estefanía Rivas Vázquez, Patricia Concheiro Moscoso, Diego Álvarez Estevez and Javier Pereira Loureiro.
  • 11:20 h – 11:30 h.-“Design and Evaluation of a Cross-Lingual ML-based Automatic Speech Recognition System Fine-tuned for the Galician Language”. Iván Froiz-Míguez, Óscar Blanco-Novoa, Paula Fraga-Lamas, Diego Fustes, Carlos Dafonte and Tiago M. Fernández-Caramés.
  • 11:30 h – 11:40 h.-“Real-time classification of handball game situations”. Bruno Cabado, Bertha Guijarro-Berdiñas and Emilio J. Padrón.
  • 11:40 h – 11:50 h.-“Robot assistant for walking rehabilitation for people with functional diversity”. Manuel Lagos Rodríguez, Thais Pousada García and José Antonio Becerra Permuy.
  • 11:50 h – 12:00 h.-“Expert System to achieve certification for the sustainability of a building”. Saúl Díaz-García, Boris Caballero-Lenza and Francisco Cedrón.

12:00 h – 12:30 h Coffee break (CITIC. Ground Floor).

12:30 h – 13:30 h Oral presentations II (CITIC. First Floor. Cloud Room).

Moderator: Beatriz Piñeiro Lamas.

  • 12:30 h – 12:40 h.- “An approach for global localization in complex indoor environments based on topological maps”. Diego Delgado-Mena, Sergio Lafuente-Arroyo, Saturnino Maldonado-Bascón and Juan Antonio Castro-García.
  • 12:40 h – 12:50 h.-“Positioning system for Android phones through the physical properties of sound”. Rubén Somoza Domínguez and Carlos Vázquez Regueiro.
  • 12:50 h – 13:00 h.-“Smart wristband for anxiety detection”. Noelia Navarro-Moreno, Clara Lebrato-Vázquez, Alberto Jesús Molina-Cantero, Manuel Merino-Monge, Sergio Lafuente-Arroyo and Juan Antonio Castro-García.
  • 13:00 h – 13:10 h.-“PictoCal: a digital daily activity calendar based on pictograms”. Paula M. Castro, Adriana Dapena and Francisco Laport.
  • 13:10 h – 13:20 h.-“Application of AI-based assistive robotics to reinforce learning of daily living actions: initial technical validation with users”. Nadia Nasri, Soraya Pacheco da Costa, Iván Fernández Munilla, Carlos Gutiérrez Álvarez, Thais Pousada García, Saturnino Maldonado Bascón and Roberto J. López Sastre.
  • 13:20 h – 13:30 h.-“Mixed Reality in Surgery – a Delphi study”. Rita Veloso, Renato Magalhães, Ana Lima, Paulo Veloso Gomes, Antonio Marques and Javier Pereira.

13:30 h – 14:30 h Oral presentations III (CITIC. First Floor. Cloud Room).

Moderator: Adriana Anido.

  • 13:30 h – 13:40 h.-“Strategy for data Cybersecurity in European Health Data Ecosystem”. Henrique Curado, Paulo Veloso Gomes, Marc Jacquinet, Antonio Marques and Javier Pereira.
  • 13:40 h – 13:50 h.-“Annotated Dataset for Anomaly Detection in a SDN infraestructura”. Anxo Otero Dans and Víctor Manuel Carneiro Díaz.
  • 13:50 h – 14:00 h.-“Building an Autonomous Portable Device to Analyse Wireless Traffic Protocols in IoT”. José Á. Álvarez-Sánchez, Rubén Pérez-Jove y José M. Vázquez-Naya.
  • 14:00 h – 14:10 h.-“Testing and Analysis of Self-Sovereign Decentralized Digital Identity Technology”. Pablo Santos-Cabaleiro, Martiño Rivera-Dourado and José M. Vázquez-Naya.
  • 14:10 h – 14:20 h.-“Automatic generation of incidents based on healtchecks”. Francisco Cedron, Michael Añon-Valera, Sara Alvarez-Gonzalez, Carlos Fernandez-Lozano and Adrian Carballal.
  • 14:20 h – 14:30 h.-“Comparative study of anomaly detection techniques for monitoring the operating status of LiFePO4-type lithium-ion batteries.”. Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero and Jose Luis Calvo-Rolle.

14:30 h – 16:00 h Networking lunch (Faculty of Economics and Business. Campus de Elviña).

16:00 h – 17:00 h Oral presentations IV (CITIC. First Floor. Cloud Room).

Moderator: David Vilares.

  • 16:00 h – 16:10 h.-“EEG Analysis of the Construction of Empathy Towards People with Schizophrenia, After Exposure to Virtual Reality Environments”. André Marques, Paulo Veloso Gomes, Catarina Sá, Antonio Marques and Javier Pereira.
  • 16:10 h – 16:20 h.-“Scalable, low-cost IoT technology for real-time network auditing through streaming”. Pedro Fernández-Arruti Gallego, Alejandro Manuel Mosteiro Vázquez, José Carlos Dafonte Vázquez and Francisco Javier Nóvoa Manuel.
  • 16:20 h – 16:30 h.-“A System for Constituent and Dependency Tree Linearization”. Diego Roca, David Vilares and Carlos Gómez-Rodríguez.
  • 16:30 h – 16:40 h.-“A Deep Contextual Bandit Approach for IRS-assisted MU-MIMO Communication Systems”. Dariel Pereira-Ruisánchez, Óscar Fresnedo, Darian Pérez-Adán and Luis Castedo.
  • 16:40 h – 16:50 h.-“Latency Evaluation of an IoT Bluetooth 5 Opportunistic Edge Computing System”. Ángel Niebla-Montero, Iván Froíz-Míguez, Paula Fraga-Lamas and Tiago M. Fernández-Caramés.
  • 16:50 h – 17:00 h.-“Some experiments on the use of Natural Language Processing for sexism detection and classification in social media”. Roi Santos-Rios, Miguel A. Alonso and Jesús Vilares.

17:15 h – 18:30 h Poster session and coffee (Faculty of Computer Science of A Coruña University).

  • “Implementation of a solver to simulate industrial galvanization”. David Barreiro-Villaverde, Marcos Lema, Anne Gosset and Miguel A. Mendez.
  • “Developing a Cybersecurity Awareness Web Application for Non-Technical Users”. Daniel Feito-Pin, Rubén Pérez-Jove and José M. Vázquez-Naya.
  • “Different experiences on the analysis of occupational performance with wearables devices”. María del Carmen Miranda-Duro, Patricia Concheiro-Moscoso, Betania Groba, Laura Nieto-Riveiro and Nereida Canosa.
  • “Videogame: Ellen’s Adventure». Fernando Ramón López Larriba.
  • “The use of Virtual Reality in Public Speaking Training Programs”. Daniela Vasconcelos, Paulo Veloso Gomes, Antonio Marques and Javier Pereira.
  • “Virtual Reality Cognitive-Behavioral Therapy Biofeedback System for Glossophobia”. António Correia, Paulo Veloso Gomes, João Donga, Antonio Marques and Javier Pereira.
  • “The impact and Consequences of Deepfakes in Cyberspace on the Social Environment”. Garcia Manuel, Vítor J. Sá, Paulo Veloso Gomes, Antonio Marques and Javier Pereira.
  • “Analysis and application of variable neighborhood descent algorithms for solving the tourist trip design problema”. Ignacio D. Lopez-Miguel.
  • “Building an Autonomous Portable Device to Analyse Wireless Traffic Protocols in IoT”. José Á. Álvarez-Sánchez, Rubén Pérez-Jove and José M. Vázquez-Naya.
  • “Towards an automatic classification for Spanish software requirements”. María-Isabel Limaylla-Lunarejo, Nelly Condori-Fernández and Miguel Rodríguez Luaces
  • “Assessment of selective attention in children through Digital Teddy: a preliminary study”. Irene González-Eiroa, Francisco J. Vázquez-Araujo, Verónica Robles-García, Paula M. Castro and Adriana Dapena.
  • “A Multi-platform Collaborative Architecture for Multi-User eXtended Reality Applications”. Aida Vidal-Balea, Oscar Blanco-Novoa, Paula Fraga-Lamas and Tiago M. Fernández-Caramés.
  • “SIGTRANS: Geographic Information System for the analysis and management of public transport.”. Pablo Gutiérrez-Asorey, Nieves R. Brisaboa and Tirso V. Rodeiro.
  • “Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening”. Daniel I. Morís, Joaquim de Moura, Jorge Novo and Marcos Ortega-
  • “Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration”. David Rivas-Villar, Álvaro S. Hervella, José Rouco and Jorge Novo .
  • “Analysis of Imbalanced Datasets in the Performance of Deep Learning Approaches for COVID-19 Screening from Chest X-ray Imaging: Impact of Sex and Age Factors”. Lorena Álvarez, Joaquim de Moura, Lucía Ramos, Jorge Novo and Marcos Ortega.
  • “Nonparametric probability of default estimation in precense of cure fraction”. Rebeca Pelaez, Ricardo Cao and Juan Manuel Vilar.

6 October 2022

09:30 h – 10:30 h Oral presentations V (CITIC. First Floor. Cloud Room).

Moderator: David Rivas Villar.

  • 09:30 h – 09:40 h.-“Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images“. José Morano, Álvaro S. Hervella, Jorge Novo and José Rouco.
  • 09:40 h – 09:50 h.-“Component for the visualization of a spatio-temporal data warehouse in a Geographic Information System”. Victor Juan Lamas Sardiña, Miguel Rodríguez Luaces, Alejandro Cortiñas Álvarez and Óscar Pedreira Fernández.
  • 09:50 h – 10:00 h.-“Choroid segmentation in non-EDI OCT images of multiple sclerosis patients”. Emilio López Varela, M. Noelia Barreira Rodríguez, Nuria Olivier Pascual, Emma Garcia Ben, Sara Rubio Cid and Manuel. F González Penedo.
  • 10:00 h – 10:10 h.-“Low-precision feature selection for wearable devices”. Samuel Suárez-Marcote, Laura Morán-Fernández and Verónica Bolón-Canedo.
  • 10:10 h – 10:20 h.-“Reducing complexity and cost of Digital Libraries development through Software Product Line Engineering”. Delfina Ramos-Vidal, Alejandro Cortiñas, Miguel Rodríguez Luaces, Oscar Pedreira and Ángeles S. Places.
  • 10:20 h – 10:30 h.-“Capabilities of Approaches for Ab Initio Protein Structure Prediction”. Juan Luis Filgueiras and José Santos.

10:30 h – 11:30 h Oral presentations VI (CITIC. First Floor. Cloud Room).

Moderator: Ana López Cheda.

  • 10:30 h – 10:40 h.-“Generating penetrance tables of high-order epistasis models with PyToxo”. Borja González-Seoane, Christian Ponte-Fernández, Jorge González-Domínguez and María J. Martín.
  • 10:40 h – 10:50 h.-“Product configuration of a software product line using a Domain Specific Language”. David de Castro Celard, Alejandro Cortiñas, Miguel Rodríguez Luaces and Oscar Pedreira.
  • 10:50 h – 11:00 h.-“Physics-informed neural networks for pricing European options considering counterparty risk”. Joel P. Villarino, José A. García Rodríguez and Álvaro Leitao.
  • 11:00 h – 11:10 h.-“TDI (Tissue Doppler Imaging) as a predictor of cardiotoxicity in breast cancer patients”. Beatriz Piñeiro-Lamas, Ana López-Cheda and Ricardo Cao.
  • 11:10 h – 11:20 h.-“Automatic covariates selection in dynamic regression models with application to COVID-19 evolution”. Ana Ezquerro, Germán Aneiros Pérez and Manuel Oviedo de la Fuente.
  • 11:20 h – 11:30 h.-“Chemical Master Equation as the model to predict the COVID-19 epidemic spread”. Manuel Pájaro, Antonio A. Alonso and Irene Otero-Muras.

11:30 h – 12:00 h Coffee break (CITIC. Ground Floor).

12:00 h – 13:00 h Oral presentations VII (CITIC. First Floor. Cloud Room).

Moderator: Álvaro Leitao.

  • 12:00 h – 12:10 h.-“Task-oriented autonomous representation of visual inputs to facilitate robot goal achievement”. José Jorge Rodríguez Salgado, Alejandro Romero Montero and Richard José Duro.
  • 12:10 h – 12:20 h.-“Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images”. Mateo Gende, José Joaquim de Moura, Jorge Novo, Manuel G. Penedo and Marcos Ortega.
  • 12:20 h – 12:30 h.-“Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices”. Plácido Francisco Lizancos Vidal, José Joaquim de Moura Ramos, Lucía Ramos, Jorge Novo Buján and Marcos Ortega Hortas.
  • 12:30 h – 12:40 h.-“Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients”. José Bobes-Bascarán, Alberto Pérez-Sánchez, Eduardo Mosqueira-Rey, David Alonso-Ríos and Elena Hernández-Pereira.
  • 12:40 h – 12:50 h.-“An adaptive finite element method for the simulation of wood drying”. María González Taboada and Hiram Varela Rodríguez.
  • 12:50 h – 13:00 h.-“Dust extinction removal from BP/RP spectra gathered from the Gaia Space Telescope using machine learning algorithms”. Lara Pallas-Quintela, Ness Melissa, Minia Manteiga and Carlos Dafonte.

13:00 h – 13:45 h Plenary meeting (CITIC. First Floor. Cloud Room).

  • José Francisco Tirado Fernández, Professor of Architecture and Computing Technologies at UCM and president of the SAB (Scientific Advisory Board).

13:45 h – 14:30 h Prize giving and closing  (CITIC. First Floor. Cloud Room).