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CAEPIA 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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