Programme

8 October 2020

09:00 h – 09:30 h Welcome address

Julio E. Abalde Alonso, rector, University of A Coruña
Manuel F. González Penedo, director, CITIC

09:30 h – 10:15 h Keynote

Pilar Vila Avendaño, Co-funder of Forensic & Security and DFTools, autthor of the book: “Digital forensic analysis for professional legal experts”. Expert in different areas of cybersecurity and the entrepreneurial world.

“Expertise and cybersecurity”

Computer expertise is the inquiry and investigations carried out to obtain computer evidence in a judicial matter so that it can be used by a judge to decide on the guilt or innocence of one of the parties. Within this area, there are no fixed ways to carry out the necessary tasks, but there are advice or good practices. We will examine some real cases and recommended standars.

10:15 h – 11:25 h Oral presentations I

Chairperson: José Joaquim de Moura Ramos, researcher at CITIC

10:15 h – 10:25 h.- “Open Source Monitoring System for IT Infrastructures Incorporating IoT-Based Sensors”. Vázquez, Alejandro; Dafonte, Carlos; Gómez, Ángel https://doi.org/10.3390/proceedings2020054056
10:25 h – 10:35 h.- “Computation of Resonance Modes in Open Cavities with Perfectly Matched Layers”. Hervella-Nieto, Luis; Prieto, Andrés; Recondo, Sara https://doi.org/10.3390/proceedings2020054002
10:35 – 10:45 h.- “SARDAM: Service Assistant Robot for Daily Activity Monitoring”. Lamas, Celtia; Bellas, Francisco; Guijarro-Berdiñas, Berta https://doi.org/10.3390/proceedings2020054003
10:45 – 10:55 h.- “A Collaborative Augmented Reality Application for Training and Assistance during Shipbuilding Assembly Processes”. Vidal-Balea, Aida; Blanco-Novoa, Oscar; Fraga-Lamas, Paula; Vilar-Montesinos, Miguel; Fernández-Caramés, Tiago https://doi.org/10.3390/proceedings2020054004
10:55 h – 11:05 h.- “Implementing a Web Application for W3C WebAuthn Protocol Testing”. Dourado, Martiño; Gestal, Marcos; Vázquez-Naya, José https://doi.org/10.3390/proceedings2020054005
11:05 h – 11:15 h.- “Use of Arduino Microcontroller in Education: Creation of “The Musical Stairs”. Abraham, Felpeto-Guerrero; Rubén, Vázquez-Sánchez; Rocío, Chao-Fernández; Aurelio, Chao-Fernández https://doi.org/10.3390/proceedings2020054006
11:15 h – 11:25 h.- “Network Anomaly Detection Using Machine Learning Techniques”. Estévez-Pereira, Julio; Fernández, Diego; Novoa, Francisco. https://doi.org/10.3390/proceedings2020054008

11:25 h – 11:30 h.- pause

11:30 h – 12:30 h.– Oral presentations II

Chairperson: Alejandro Puente Castro, researcher at CITIC

11:30 h – 11:40 h.- “Reflections about Learning Radiology inside the Multi-User Immersive Environment Second Life® during Confinement by Covid-19”. Ravaei, Shaghayegh; Alonso-Martinez, Juan M.; Jimenez-Zayas, Alberto; Sendra-Portero, Francisco https://doi.org/10.3390/proceedings2020054009
11:40 h – 11:50 h.- “Developing Open-Source Roguelike Games for Visually-Impaired Players by Using Low-Complexity NLP Techniques”. Fernández-Núñez, Luís; Penas, Darío; Viteri, Jorge; Gómez-Rodríguez, Carlos; Vilares, Jesús https://doi.org/10.3390/proceedings2020054010
11:50 h – 12:00 h.- “On the Effectiveness of Convolutional Autoencoders on Image-Based Personalized Recommender Systems”. Blanco-Mallo, Eva; Remeseiro, Beatriz; Bolón-Canedo, Verónica; Alonso-Betanzos, Amparo https://doi.org/10.3390/proceedings2020054011
12:00 h – 12:10 h.- “Application of Artificial Neural Networks for the Monitoring of Episodes of High Toxicity by DSP in Mussel Production Areas in Galicia”. Molares, Andrés; Fernandez-Blanco, Enrique; Rivero, Daniel https://doi.org/10.3390/proceedings2020054012
12:10 – 12:20.- “Numerical Simulation of a Nonlinear Problem Arising in Heat Transfer and Magnetostatics”. González, María; Varela, Hiram https://doi.org/10.3390/proceedings2020054013
12:20 h – 12:30 h.- “Fully Automatic Retinal Vascular Tortuosity Assessment Integrating Domain-Related Information”. Ramos, Lucía; Novo, Jorge; Rouco, José; Romeo, Stéphanie; Álvarez, María; Ortega, Marcos https://doi.org/10.3390/proceedings2020054032

12:30 h – 12:40 h.- pause

12:40 h – 14:40 h.- Oral presentations III

Chairperson: Javier Pereira Loureiro, Deputy Director, CITIC

12:40 h – 12:50 h.- “Digital Image Quality Prediction System”. Rodriguez-Fernandez, Nereida; Santos, Iria; Torrente-Patiño, Alvaro; Carballal, Adrian https://doi.org/10.3390/proceedings2020054015
12:50 h – 13:00 h.- “Introduction to Second Life® As a Virtual Training Environment: Perception of University Teachers”. Rudolphi-Solero, Teodoro; Jimenez-Zayas, Alberto; Sendra-Portero, Francisco https://doi.org/10.3390/proceedings2020054018
13:00 h – 13:10 h.- “Design of a System to Implement Occupational Stress Studies trough Wearables Devices and Assessment Tests”. Concheiro-Moscoso, Patricia; del Carmen Miranda-Duro, María ; Fraga, Carlota; Queirós, Cristina; Marques, António José Pereira da Silva; Groba, Betania https://doi.org/10.3390/proceedings2020054019
13:10 h – 13:20 h.- “Design and Implementation of a Physical Bitcoin Coin”. Femenias-Hermida, Alberto; Munteanu, Cristian; Vázquez-Naya, José https://doi.org/10.3390/proceedings2020054021
13:20 h – 13:30 h.- “An Agent-Based Model to Simulate the Spread of a Virus Based on Social Behavior and Containment Measures”. Carpente, Manuel; Guijarro-Berdiñas, Bertha; Alonso-Betanzos, Amparo; Rodríguez-Arias, Alejandro; Dimitru, Adina https://doi.org/10.3390/proceedings2020054022
13:30 h – 13:40 h.- “Designing an Open Source Virtual Assistant”. Pérez, Anxo; Lopez-Otero, Paula; Parapar, Javier https://doi.org/10.3390/proceedings2020054030
13:40 h – 13:50 h.- “Decentralized P2P Broker for M2M and IoT Applications”. Froiz-Míguez, Iván; Fraga-Lamas, Paula; Fernández-Caramés, Tiago https://doi.org/10.3390/proceedings2020054024
13:50 h – 14:00 h.- “Joint Optic Disc and Cup Segmentation Using Self-Supervised Multimodal Reconstruction Pre-Training”. Hervella, Álvaro; Ramos, Lucía; Rouco, José; Novo, Jorge; Ortega, Marcos https://doi.org/10.3390/proceedings2020054025
14:00 h – 14:10 h.- “Analysis and Definition of Data Flows Generated by Bio Stimuli in the Design of Interactive Immersive Environments”. Gomes, Paulo Veloso; Donga, João; Marques, António; Azevedo, João; Pereira, Javier https://doi.org/10.3390/proceedings2020054026
14:10 h – 14:20 h.- “CultUnity3D: A Virtual Spatial Ecosystem for Digital Engagement with Cultural Heritage Sites”. López Salas, Estefanía; Xuíz García, Adrián; Gómez, Ángel; Dafonte, Carlos https://doi.org/10.3390/proceedings2020054027
14:20 h – 14:30 h.- “Shiny Dashboard for Monitoring the COVID-19 Pandemic in Spain”. Fernandez-Lozano, Carlos; Cedron, Francisco https://doi.org/10.3390/proceedings2020054023
14:30 h – 14:40 h.- “Analysis of Separability of COVID-19 and Pneumonia in Chest X-ray Images by Means of Convolutional Neural Networks”. Moura, Joaquim; Ramos, Lucía; Vidal, Plácido; Novo, Jorge; Ortega, and https://doi.org/10.3390/proceedings2020054031

14:40 h – 16:00 h.- Pause

16:00 h – 17:00 h.- Oral presentations IV

Chairperson: Manuel Bustabad Alonso, Technological Transfer and R&D, CITIC

16:00 h – 16:10 h.- “European and American Options Valuation by Unsupervised Learning with Artificial Neural Networks”. Salvador, Beatriz; Oosterlee, Cornelis; Meer, Remco https://doi.org/10.3390/proceedings2020054014
16:10 h – 16:20 h.- “Data Extraction in Insurance Photo-Inspections Using Computer Vision”. Gende, Mateo; Ortega, Marcos; Penedo, Manuel https://doi.org/10.3390/proceedings2020054033
16:20 h – 16:30 h.- “Probiotic: First Prescriptive Application of Probiotics in Spain”. Alvarez-Gonzalez, Sara; Rodriguez-Fernandez, Jose; Porto-Pazos, Ana; Pazos, Alejandro; Cedron, Francisco https://doi.org/10.3390/proceedings2020054034
16:30 h – 16:40 h.- “Deep Image Segmentation for Breast Keypoint Detection”. Gonçalves, Tiago; Silva, Wilson; Cardoso, Maria; Cardoso, Jaime https://doi.org/10.3390/proceedings2020054035
16:40 h – 16:50 h.- “Comparison of Image Compressions: Analog Transformations”. Balsa, Jose https://doi.org/10.3390/proceedings2020054037
16:50 h – 17:00h.- “Adaptive Real-Time Method for Anomaly Detection Using Machine Learning”. Novoa-Paradela, David; Fontenla-Romero, Óscar; Guijarro-Berdiñas, Bertha https://doi.org/10.3390/proceedings2020054038

17:00 h – 19:00 h.- Workshops

“Analysing social media using AI and neural networks”, Manuel José Rodal Rey, IMATIA.

The workshop explores the use of sensitivity analysis of social media (e.g. Twitter) and platforms (e.g. Google Trends) to examine user responses to certain publications, geographically and seasonally. Participants will learn about how sensitivity analysis works and will have the chance to try out their own analyses.

“DevOps and deployment of Cloud applications”, Ángel Fernández Formoso, GBTEC.

The workshop provides a practical introduction to the tools used in the deployment of multi-tenant Cloud applications serving tens of thousands of users. The workshop includes a practical demonstration of the Docker Compose orchestration tool for the deployment and configuration of a Docker container application. As well as explaining the main features of Docker Compose and the most common container configurations, the workshop will also demonstrate how the Ansible orchestration tool is used to automate deployment tasks for Docker applications in Cloud environments.

Technical requirements:

1. PC running Windows, minimum 8GB RAM.
2. Docker Desktop (https://www.docker.com/products/docker-desktop) snd Git (https://git-scm.com/).
3. Github user account.
4. pgAdmin management tool (optional).

“TDD testing workshop”, Ramón Manteiga y Darío Beiró, EVELB.

This practical testing workshop uses an imaginary case to show how TDD (Test-Driven Development) can be used to find and fix bugs faster. The aim of the workshop is to take participants through the whole process, beginning with an initial analysis of the problem and the verification and validation criteria to be used, just as they would in a real functionality testing scenario.

Technical requirements: Java, Eclipse, Visual Studio Code.

“Don’t let your microservices out of your sight: Observability in distributed environments”, Adrián Novegil Toledo, EVERIS.

Participants will learn how to build an observability ecosystem from scratch for an application based on a distributed microservices architecture. The workshop will explain what microservices are and why traditional monitoring and supervision techniques need to be adapted to deal with the dynamic, frequently changing nature of microservices applications.

Technical requirements: Demo project for the workshop: https://github.com/adriannovegil/spring-petclinic-microservices-inspectit.

9 October 2020

09:00 h – 09:45 h.- Keynote

Ignacio Villoch, Open Innovation Senior Ecosystem Builder, BBVA.

“Exponential skills for a change of era”.

Nacho Villoch is an active blogger, twitterer, video maker and speaker on innovation, talent, sustainability and digital transformation. He has spent the past fifteen years building a successful reputation in the field in countries spanning four continents.

He is the author of two novels: El desafío de Yago: En busca de las fuentes del talento and La aventura de Diana, the first business novel about innovation and one of Expansión’s top 10 career change books of 2014. He is also actively involved in mentoring, inspiring and promoting entrepreneurial talent through communities and projects such as the Héroes Club, TeamLabs, Aceleradora SEK Lab, Adventure Network, Momentum Project and TEDx.

He is an experienced and inspirational speaker and facilitator at corporate and institutional conferences, and a regular guest lecturer on innovation, entrepreneurship, creativity and digital transformation at different business schools.

09:45 h – 11:35 h.- Oral presentations V

Chairperson: José Joaquim de Moura Ramos, researcher at CITIC

09:45 h – 09:55 h.- “Feature Selection in Big Image Datasets”. Figueira-Domínguez, J.; Bolón-Canedo, Verónica; Remeseiro, Beatriz https://doi.org/10.3390/proceedings2020054040
09:55 h – 10:05 h.- “Developing an Open-Source, Low-Cost, Radon Monitoring System”. Alvarellos, Alberto; Rabuñal, Juan Ramón https://doi.org/10.3390/proceedings2020054041
10:05 h – 10:15 h.- “Application of Adaptive Virtual Environments Through Biofeedback for the Treatment of Phobias”. Donga, João; Gomes, Paulo Veloso; Marques, António; Pereira, Javier; Azevedo, João https://doi.org/10.3390/proceedings2020054042
10:15 h – 10:25 h.- “The Use of Portable EEG Devices in Development of Immersive Virtual Reality Environments for Converting Emotional States into Specific Commands”. Sá, Catarina; Gomes, Paulo Veloso; Marques, António; Correia, António https://doi.org/10.3390/proceedings2020054043
10:25 h – 10:35 h.- “Enhancing Retinal Blood Vessel Segmentation through Self-Supervised Pre-Training”. Morano, José; Hervella, Álvaro; Barreira, Noelia; Novo, Jorge; Rouco, José https://doi.org/10.3390/proceedings2020054044
10:35 h – 10:45 h.- “Mobile Application for Analysing the Development of Motor Skills in Children”. Naya, David; Vazquez-Araujo, Francisco; Castro, Paula; Costa, Jamile; Dapena, Adriana; Doniz, Luz https://doi.org/10.3390/proceedings2020054046
10:45 h – 10:55 h.- “Artificial Intelligence in Pre-University Education: What and How to Teach”. Guerreiro-Santalla, Sara; Bellas, Francisco; Duro, Richard J. https://doi.org/10.3390/proceedings2020054048
10:55 h – 11:05 h.- “aspBEEF: Explaining Predictions Through Optimal Clustering”. Cabalar, Pedro; Martín, Rodrigo; Muñiz, Brais; Pérez, Gilberto https://doi.org/10.3390/proceedings2020054051
11:05 h – 11:15 h.- “Study of Machine Learning Techniques for EEG Eye State Detection”. Laport, Francisco; Castro, Paula; Dapena, Adriana; Vazquez-Araujo, Francisco; Iglesia, Daniel https://doi.org/10.3390/proceedings2020054053
11:15 h – 11:25 h.- “Mining of the Milky Way Star Archive Gaia-DR2. Searching for Binary Stars in Planetary Nebulae”. González-Santamaría, Iker; Manteiga, Minia; Dafonte, Carlos; Manchado, Arturo; Ulla, Ana https://doi.org/10.3390/proceedings2020054052
11:25 h – 11:35 h.- “Acceleration of a Feature Selection Algorithm Using High Performance Computing”. Beceiro, Bieito; González-Domínguez, Jorge; Touriño, Juan https://doi.org/10.3390/proceedings2020054054

11:35 h – 11:50 h.- Pause

11:50 h – 12:50 h.- Oral presentations VI