IWINAC (2)

Publications

2024

Adrian Berenguer-Agullo, Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez
Lightweight CNNs for Advanced Bird Species Recognition on the Edge. IWINAC (2) (2024)
Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, R. Serrano, D. Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. IWINAC (2) (2024)
Michela Ponticorvo, Maria Luongo, Antonietta Argiuolo, Onofrio Gigliotta
Measuring Spatial Behaviour and Cognition: A Method Based on Trajectories Analysis and Supported by Technology and Artificial Intelligence. IWINAC (2) (2024)
Beatriz del Cisne Macas Ordónez, Diego Vinicio Orellana Villavicencio, Marco Augusto Suing Ochoa, María Paula Bonomini
Application of Graph Fourier Transform in the Diagnosis of Left Bundle Branch Block from Electrocardiographic Signals. IWINAC (2) (2024)
Victor Mitrana, Mihaela Paun, José Ángel Sánchez Martín
Networks of Splicing Processors with Various Topologies. IWINAC (2) (2024)
Antonio M. Gómez-Orellana, Víctor Manuel Vargas, David Guijo-Rubio, Jorge Pérez-Aracil, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm. IWINAC (2) (2024)
J. Ignacio Mateo-Trujillo, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Alberto Peinado, Juan Luis Luque, Auxiliadora Sánchez-Gómez
Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic Learners. IWINAC (2) (2024)
Abdelilah Haijoub, Anas Hatim, Mounir Arioua, Ahmed El Oualkadi, María Dolores Gómez-López
Enhancing Plant Disease Detection in Agriculture Through YOLOv6 Integration with Convolutional Block Attention Module. IWINAC (2) (2024)
Beatriz del Cisne Macas Ordónez, F. Javier Garrigós, José Javier Martínez, José Manuel Ferrández, Suraj Karki, María Paula Bonomini
Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence. IWINAC (2) (2024)
Juan Luis Filgueiras, José Santos
Refinement of Protein Structures with a Memetic Algorithm. Examples with SARS-CoV-2 Proteins. IWINAC (2) (2024)
Francisco López de la Rosa, Lucía Moreno-Salvador, José Luis Gómez-Sirvent, Rafael Morales, Roberto Sánchez-Reolid, Antonio Fernández-Caballero
Improved Surface Defect Classification from a Simple Convolutional Neural Network by Image Preprocessing and Data Augmentation. IWINAC (2) (2024)
Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez, David Tomás
Deep Learning for Enhanced Risk Assessment in Home Environments. IWINAC (2) (2024)
Waldemar Hugo LLamosas-Mayca, Eugenio Lorente-Ramos, Jorge Pérez-Aracil, Alejandro M. Hernández-Díaz, Manuel D. García-Román, Sancho Salcedo-Sanz
Machine Learning as Applied to Shape Parameterization of Submerged Arch Structures. IWINAC (2) (2024)
José David Fernández-Rodríguez, Pablo Carmona-Martínez, Rafaela Benítez-Rochel, Miguel A. Molina-Cabello, Ezequiel López-Rubio
Unsupervised Detection of Incoming and Outgoing Traffic Flows in Video Sequences. IWINAC (2) (2024)
Javier Luna-Santamaria, Iván Gutierrez Rodríguez, J. Ramiro Martinez de Dios, Aníbal Ollero
Accurate LiDAR-Based Semantic Classification for Powerline Inspection. IWINAC (2) (2024)
Antonio M. Gómez-Orellana, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, César Hervás-Martínez, David Guijo-Rubio
Energy Flux Prediction Using an Ordinal Soft Labelling Strategy. IWINAC (2) (2024)
Ryan Sijstermans, Chang Sun, Enrique Hortal
Mitigating Class Imbalance in Time Series with Enhanced Diffusion Models. IWINAC (2) (2024)
Beatriz del Cisne Macas Ordónez, Fernando Ingallina, Diego Vinicio Orellana Villavicencio, María Paula Bonomini
Cardiac Impulse Propagation in Left Bundle Branch Block. IWINAC (2) (2024)
Ana Paula Aravena-Cifuentes, Lucia Porlan-Ferrando, J. David Nuñez-Gonzalez, Manuel Graña
Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing Approach. IWINAC (2) (2024)
Roberto Morollón Ruiz, Joel Alejandro Cueva Garcés, Leili Soo, Eduardo Fernández
The Implementation of Artificial Intelligence Based Body Tracking for the Assessment of Orientation and Mobility Skills in Visual Impaired Individuals. IWINAC (2) (2024)
Mihail-Iulian Plesa, Marian Gheoghe, Florentin Ipate
Private Inference on Layered Spiking Neural P Systems. IWINAC (2) (2024)
Ariadna Jiménez-Partinen, Esteban J. Palomo, Karl Thurnhofer-Hemsi, Jorge Rodríguez-Capitán, Ana I. Molina-Ramos
Deep Learning-Based Classification of Invasive Coronary Angiographies with Different Patch-Generation Techniques. IWINAC (2) (2024)
Daniel Caballero-Martin, José Manuel López-Guede, Julián Estévez, Manuel Graña
AI Emmbedded in Drone Control. IWINAC (2) (2024)
Guido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete
Fidex: An Algorithm for the Explainability of Ensembles and SVMs. IWINAC (2) (2024)
Pablo Barredo, Jorge Puente
Cooperative Multi-fitness Evolutionary Algorithm for Scientific Workflows Scheduling. IWINAC (2) (2024)
Jesús Quesada, Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela
Evolutionary Algorithms for Bin Packing Problem with Maximum Lateness and Waste Minimization. IWINAC (2) (2024)
Pedro Pinacho Davidson, P. Valentina Hernández, A. Ricardo Contreras, Pedro Salcedo Lagos, María Angélica Pinninghoff, Karina Fuentes-Riffo
Towards the Conformation of Constructive Political Discussion Groups. A Computational Approach. IWINAC (2) (2024)
Salaheddine Kably, Nabih Alaoui, Mounir Arioua, Khalid Chougdali, Samira Khoulji, María Dolores Gómez-López
Blockchain Framework Tailored for Agricultural IoTs. IWINAC (2) (2024)
Gabriel M. C. Leite, Jorge Pérez-Aracil, Carolina Gil Marcelino, Gabriel García-Gutiérrez, Milan Prodanovic, Enrique García-Quismondo, Sergio Pinilla, Jesús Palma, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions. IWINAC (2) (2024)
David Martínez-Pascual, Jose M. Catalan, Luis Daniel Lledó, Andrea Blanco-Ivorra, Nicolás García Aracil
Deep Learning for Assistive Decision-Making in Robot-Aided Rehabilitation Therapy. IWINAC (2) (2024)
Manuel Graña, Goizalde Badiola-Zabala, Guillermo Cano-Escalera
Topic Detection in COVID-19 Mortality Time Series. IWINAC (2) (2024)
Alvaro Poma, Francisco Javier Roman-Escorza, Miguel Gil, Alvaro Caballero, Iván Maza, Aníbal Ollero
Multi-UAV System for Power-Line Failure Detection Within the RESISTO Project. IWINAC (2) (2024)
Julián Estévez, Daniel Caballero-Martin, José Manuel López-Guede, Manuel Graña
A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVs. IWINAC (2) (2024)
Meng Wu, Shuwen Chen, Jiaji Wang, Shuihua Wang, Juan Manuel Górriz, Eugene Yu-Dong Zhang
Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19. IWINAC (2) (2024)
Francella Campos-Alfaro, Carlos Jara, Alejandro Romero, Martín Naya-Varela, Richard J. Duro
Learning Adaptable Utility Models for Morphological Diversity. IWINAC (2) (2024)
Andrea Hongn, Lara Eleonora Prado, Facundo Bosch, María Paula Bonomini
Wearable Device Dataset for Stress Detection. IWINAC (2) (2024)
Jon Kerexeta, Esperança Lladó Pascual, Cristina Martin, Nicola Goodfellow, Karina Anahi Ojanguren Carreira, Marco Manso, Barbara Guerra, Ladislav Stanke, Vohralík Tomás, Esteban Fabello, Tatiana Silva, Michael Scott, Glenda Fleming, Andoni Beristain, Manuel Graña
Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study. IWINAC (2) (2024)
Andrés Bueno-Crespo, Raquel Martínez-España, Juan Morales-García, Ana Ortiz-González, Baldomero Imbernón, José Martínez-Más, Daniel Rosique-Egea, Mauricio A. Álvarez
Diagnosis of Cervical Cancer Using a Deep Learning Explainable Fusion Model. IWINAC (2) (2024)
Murat Razi, Manuel Graña
Clustering COVID-19 Mortality Time Series. IWINAC (2) (2024)
Iván García Aguilar, Rostyslav Zavoiko, Jose David Fernández Rodriguez, Rafael Marcos Luque Baena, Ezequiel López-Rubio
Enhanced Cellular Detection Using Convolutional Neural Networks and Sliding Window Super-Resolution Inference. IWINAC (2) (2024)
Sezin Afsar, Jorge Puente, Juan José Palacios, Inés González Rodríguez, Camino R. Vela
A Genetic Approach to Green Flexible Job Shop Problem Under Uncertainty. IWINAC (2) (2024)
David Mulero-Pérez, David Ortiz-Perez, Manuel Benavent-Lledó, José García Rodríguez, Jorge Azorín López
Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation. IWINAC (2) (2024)
Manuel Benavent-Lledó, David Mulero-Pérez, David Ortiz-Perez, José García Rodríguez, Sergio Orts-Escolano
Exploring Text-Driven Approaches for Online Action Detection. IWINAC (2) (2024)
César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model. IWINAC (2) (2024)
Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
Autoencoder Framework for General Forecasting. IWINAC (2) (2024)
David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz
RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. IWINAC (2) (2024)
Marta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
Data Augmentation Techniques for Extreme Wind Prediction Improvement. IWINAC (2) (2024)
Antonio Ramírez-de-Arellano, Francis George C. Cabarle, David Orellana-Martín, Mario J. Pérez-Jiménez, Henry N. Adorna
Matrix Representation of Virus Machines. IWINAC (2) (2024)
Iván García Aguilar, Jesús Galeano-Brajones, Francisco Luna-Valero, Javier Carmona-Murillo, Jose David Fernández-Rodríguez, Rafael M. Luque-Baena
Prediction of Optimal Locations for 5G Base Stations in Urban Environments Using Neural Networks and Satellite Image Analysis. IWINAC (2) (2024)

volume 14675, 2024

Bioinspired Systems for Translational Applications: From Robotics to Social Engineering - 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Olhâo, Portugal, June 4-7, 2024, Proceedings, Part II IWINAC (2) 14675 (2024)