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ORCIDIWINAC 2024: Olhâo, Portugal - Part II
- José Manuel Ferrández de Vicente
, Mikel Val-Calvo, Hojjat Adeli:
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. Lecture Notes in Computer Science 14675, Springer 2024, ISBN 978-3-031-61136-0
Machine Learning in Computer Vision and Robotics
- 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. 3-12 - Julián Estévez, Daniel Caballero-Martin, José Manuel López-Guede, Manuel Graña:
A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVs. 13-22 - 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. 23-32 - Iván García Aguilar, Jesús Galeano-Brajones, Francisco Luna-Valero, Javier Carmona-Murillo, José 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. 33-43 - 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. 44-54 - Manuel Benavent-Lledó, David Mulero-Pérez, David Ortiz-Perez, José García Rodríguez, Sergio Orts-Escolano:
Exploring Text-Driven Approaches for Online Action Detection. 55-64 - 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. 65-74 - 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. 75-84 - Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez, David Tomás:
Deep Learning for Enhanced Risk Assessment in Home Environments. 85-94 - Adrian Berenguer-Agulló, Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez:
Lightweight CNNs for Advanced Bird Species Recognition on the Edge. 95-104 - Francella Campos-Alfaro, Carlos Jara, Alejandro Romero, Martín Naya-Varela, Richard J. Duro:
Learning Adaptable Utility Models for Morphological Diversity. 105-115 - 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. 116-125
Bio-inspired Computing Approaches
- Juan Luis Filgueiras, José Santos:
Refinement of Protein Structures with a Memetic Algorithm. Examples with SARS-CoV-2 Proteins. 129-139 - 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. 140-149 - 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. 150-162 - Mihail-Iulian Plesa, Marian Gheorghe, Florentin Ipate:
Private Inference on Layered Spiking Neural P Systems. 163-172 - Pablo Barredo, Jorge Puente:
Cooperative Multi-fitness Evolutionary Algorithm for Scientific Workflows Scheduling. 173-182 - Sezin Afsar, Jorge Puente, Juan José Palacios, Inés González Rodríguez, Camino R. Vela:
A Genetic Approach to Green Flexible Job Shop Problem Under Uncertainty. 183-192
Social and Civil Engineering Through Human AI Translations
- Daniel Caballero-Martin, José Manuel López-Guede, Julián Estévez, Manuel Graña:
AI Emmbedded in Drone Control. 195-204 - 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. 205-214 - Javier Luna-Santamaria, Iván Gutierrez Rodríguez, J. Ramiro Martinez de Dios, Aníbal Ollero:
Accurate LiDAR-Based Semantic Classification for Powerline Inspection. 215-224 - 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. 225-245 - Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David 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. 246-261 - Alvaro Poma, Francisco Javier Roman-Escorza, Miguel Gil-Castilla, Alvaro Caballero, Iván Maza, Aníbal Ollero:
Multi-UAV System for Power-Line Failure Detection Within the RESISTO Project. 262-272
Smart Renewable Energies: Advancing AI Algorithms in the Renewable Energy Industry
- 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. 275-282 - 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. 283-292 - 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. 293-302 - 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. 303-313 - Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Autoencoder Framework for General Forecasting. 314-322 - 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. 323-332 - 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. 333-344
Bioinspired Applications
- 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. 347-357 - Manuel Graña, Goizalde Badiola-Zabala, Guillermo Cano-Escalera:
Topic Detection in COVID-19 Mortality Time Series. 358-367 - 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. 368-377 - Guido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete:
Fidex: An Algorithm for the Explainability of Ensembles and SVMs. 378-388 - Ryan Sijstermans, Chang Sun, Enrique Hortal:
Mitigating Class Imbalance in Time Series with Enhanced Diffusion Models. 389-399 - 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. 400-409 - Murat Razi, Manuel Graña:
Clustering COVID-19 Mortality Time Series. 410-419 - Antonio Ramírez-de-Arellano, Francis George C. Cabarle, David Orellana-Martín, Mario J. Pérez-Jiménez, Henry N. Adorna:
Matrix Representation of Virus Machines. 420-429 - Victor Mitrana, Mihaela Paun, José Ángel Sánchez Martín:
Networks of Splicing Processors with Various Topologies. 430-440 - Ana Paula Aravena-Cifuentes, Lucia Porlan-Ferrando, J. David Nuñez-Gonzalez, Manuel Graña:
Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing Approach. 441-450 - 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. 451-460 - Salaheddine Kably, Nabih Alaoui, Mounir Arioua, Khalid Chougdali, Samira Khoulji, María Dolores Gómez-López:
Blockchain Framework Tailored for Agricultural IoTs. 461-473 - 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. 474-484 - 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. 485-494 - 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. 495-503 - 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. 504-510 - Beatriz del Cisne Macas Ordónez, Fernando Ingallina, Diego Vinicio Orellana Villavicencio, María Paula Bonomini:
Cardiac Impulse Propagation in Left Bundle Branch Block. 511-517 - Andrea Hongn, Lara Eleonora Prado, Facundo Bosch, María Paula Bonomini:
Wearable Device Dataset for Stress Detection. 518-527
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