CAEPIA

Keyphrases

Publications

2024

Ahmed Begga, Miguel Angel Lozano, Francisco Escolano
HEX-GNN: Hierarchical EXpanders for Node Classification. CAEPIA (2024)
Angela Robledo Troncoso-García, Manuel Jesús Jiménez-Navarro, Francisco Martínez-Álvarez, Alicia Troncoso
Ground-Level Ozone Forecasting Using Explainable Machine Learning. CAEPIA (2024)
Enrique García-Galán, Alberto Herrán, J. Manuel Colmenar
Iterated Local Search for the Facility Location Problem with Limited Choice Rule. CAEPIA (2024)
Manuel García-Domínguez, Jónathan Heras Vicente, Roberto Marani, Tiziana D'Orazio
Multi-class and Multi-label Classification of an Assembly Task in Manufacturing. CAEPIA (2024)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual
Semi-supervised Learning Methods for Semantic Segmentation of Polyps. CAEPIA (2024)
Ángela Casado-García, Jónathan Heras, Roberto Marani, Annalisa Milella
Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards. CAEPIA (2024)
Jesús Maria Pérez, Olatz Arbelaitz, Javier Muguerza
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. CAEPIA (2024)
María Villota, Jacobo Ayensa-Jiménez, Manuel Doblaré, Jónathan Heras
Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures. CAEPIA (2024)
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
Exploring the Capabilities and Limitations of Neural Methods in the Maximum Cut. CAEPIA (2024)
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. CAEPIA (2024)
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. CAEPIA (2024)
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. CAEPIA (2024)
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. CAEPIA (2024)
Nicolás R. Uribe, Alberto Herrán, J. Manuel Colmenar
A Path Relinking-Based Approach for the Bi-Objective Double Floor Corridor Allocation Problem. CAEPIA (2024)
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. CAEPIA (2024)
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. CAEPIA (2024)
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. CAEPIA (2024)
David A. Pelta, Pavel Novoa-Hernández, José Luis Verdegay Galdeano
FuSDG: A Proposal for a Fuzzy Assessment of Sustainable Development Goals Achievement. CAEPIA (2024)
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. CAEPIA (2024)
Pablo Ascorbe, María S. Campos, César Domínguez, Jónathan Heras, Magdalena Pérez, Ana Rosa Terroba Reinares
An Architecture Towards Building a Reliable Suicide Information Chatbot. CAEPIA (2024)
Roberto G. Aragón, Jesús Medina, Samuel Molina-Ruiz
The Notion of Bond in the Multi-adjoint Concept Lattice Framework. CAEPIA (2024)
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. CAEPIA (2024)
Pavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta
A Surrogate Assisted Approach for Fitness Computation in Robust Optimization over Time. CAEPIA (2024)
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. CAEPIA (2024)
César Andrade, Rita P. Ribeiro, João Gama
Community-Based Topic Modeling with Contextual Outlier Handling. CAEPIA (2024)
Clara I. López-González, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares
Preserving the Essential Features in CNNs: Pruning and Analysis. CAEPIA (2024)
Amaia Abanda, Ainhoa Pujana, Javier Del Ser
Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models. CAEPIA (2024)

volume 14640, 2024

Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings CAEPIA 14640 (2024)

2021

volume 12882, 2021

Advances in Artificial Intelligence - 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22-24, 2021, Proceedings CAEPIA 12882 (2021)