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ORCIDCAEPIA 2024: A Coruña, Spain
- Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso:
Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings. Lecture Notes in Computer Science 14640, Springer 2024, ISBN 978-3-031-62798-9 - Ángela Casado-García, Jónathan Heras, Roberto Marani, Annalisa Milella:
Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards. 1-8 - Bahgat Ayasi, Ángel Miguel García-Vico, Cristóbal J. Carmona, Mohammed Saleh:
Advancing Computational Frontiers: Spiking Neural Networks in High-Energy Efficiency Computing Across Diverse Domains. 9-18 - Samuel Yanes Luis, Nicola Basilico, Michele Antonazzi, Daniel Gutiérrez-Reina, Sergio L. Toral Marín:
Deep Variational Auto-Encoder for Model-Based Water Quality Patrolling with Intelligent Surface Vehicles. 19-28 - Pablo Ascorbe, María S. Campos, César Domínguez, Jónathan Heras, Magdalena Pérez, Ana Rosa Terroba Reinares:
An Architecture Towards Building a Reliable Suicide Information Chatbot. 29-39 - Víctor Manuel Vargas Yun, Antonio M. Gómez-Orellana, David Guijo-Rubio, Francisco Bérchez-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Age Estimation Using Soft Labelling Ordinal Classification Approaches. 40-49 - Rafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez:
O-Hydra: A Hybrid Convolutional and Dictionary-Based Approach to Time Series Ordinal Classification. 50-60 - Maitane Martinez-Eguiluz, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, Juan Carlos Gomez-Esteban, Ane Murueta-Goyena, Iñigo Gabilondo:
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning. 61-70 - Angela del Robledo Troncoso-García, Manuel Jesús Jiménez-Navarro, Francisco Martínez-Álvarez, Alicia Troncoso:
Ground-Level Ozone Forecasting Using Explainable Machine Learning. 71-80 - Maria Lourdes Linares-Barrera, Manuel Jesús Jiménez-Navarro, José C. Riquelme, María Martínez-Ballesteros:
Multi-Objective Lagged Feature Selection Based on Dependence Coefficient for Time-Series Forecasting. 81-90 - David A. Pelta, Pavel Novoa-Hernández, José Luis Verdegay Galdeano:
FuSDG: A Proposal for a Fuzzy Assessment of Sustainable Development Goals Achievement. 91-100 - Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta:
A Surrogate Assisted Approach for Fitness Computation in Robust Optimization over Time. 101-110 - Nicolás R. Uribe, Alberto Herrán, J. Manuel Colmenar:
A Path Relinking-Based Approach for the Bi-Objective Double Floor Corridor Allocation Problem. 111-120 - Francesc Rodríguez-Díaz, José Francisco Torres, David Gutiérrez-Avilés, Alicia Troncoso, Francisco Martínez-Álvarez:
An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines. 121-130 - Clara I. López-González, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares:
Preserving the Essential Features in CNNs: Pruning and Analysis. 131-141 - Enrique García-Galán, Alberto Herrán, J. Manuel Colmenar:
Iterated Local Search for the Facility Location Problem with Limited Choice Rule. 142-151 - Jesús Maria Pérez, Olatz Arbelaitz, Javier Muguerza:
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. 152-161 - Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
Semi-supervised Learning Methods for Semantic Segmentation of Polyps. 162-172 - César Andrade, Rita P. Ribeiro, João Gama:
Community-Based Topic Modeling with Contextual Outlier Handling. 173-183 - Francisco Javier Galán-Sales, Maria Lourdes Linares-Barrera, Pablo Reina-Jiménez, Ana Rodríguez-López, Manuel Jesús Jiménez-Navarro:
Toward Explaining Competitive Success in League of Legends: A Machine Learning Analysis. 184-193 - Amaia Abanda, Ainhoa Pujana, Javier Del Ser:
Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models. 194-203 - Manuel García-Domínguez, Jónathan Heras Vicente, Roberto Marani, Tiziana D'Orazio:
Multi-class and Multi-label Classification of an Assembly Task in Manufacturing. 204-212 - María Villota, Jacobo Ayensa-Jiménez, Manuel Doblaré, Jónathan Heras:
Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures. 213-222 - Cosmin Madalin Marina, Eugenio Lorente-Ramos, Rafael Ayllón-Gavilán, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction. 223-232 - Ahmed Begga, Miguel Angel Lozano, Francisco Escolano:
HEX-GNN: Hierarchical EXpanders for Node Classification. 233-242 - Roberto G. Aragón, Jesús Medina, Samuel Molina-Ruiz:
The Notion of Bond in the Multi-adjoint Concept Lattice Framework. 243-253 - Miguel Ángel González Santamarta, Francisco Javier Rodríguez-Lera, Miguel Ángel Conde González, Francisco Jesús Rodríguez-Sedano, Camino Fernández Llamas:
Exploring the Use of LLMs for Teaching AI and Robotics Concepts at a Master's Degree. 254-263 - Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu:
Exploring the Capabilities and Limitations of Neural Methods in the Maximum Cut. 264-273
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