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25th IDEAL 2024: Valencia, Spain - Part II
- Vicente Julián
, David Camacho
, Hujun Yin
, Juan M. Alberola
, Vítor Beires Nogueira
, Paulo Novais
, Antonio J. Tallón-Ballesteros
:
Intelligent Data Engineering and Automated Learning - IDEAL 2024 - 25th International Conference, Valencia, Spain, November 20-22, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15347, Springer 2025, ISBN 978-3-031-77737-0
Main
- João Pedro Geirinhas
, Jacinto Estima
, Catarina Silva
:
A Divide-and-Conquer Approach for Container License Plate Detection Using Multi-frame Analysis. 3-14 - Constantin Marius Costescu, Paul-Stefan Popescu, Marian Cristian Mihaescu:
Smart Sign Language Decoder. 15-24 - Andrei Balan, Paul-Stefan Popescu, Marian Cristian Mihaescu:
Hotel's Price Prediction Based on Country Specific Data. 25-34 - John Sanmartín
, Paulina Azuero
, Remigio Hurtado
:
New Approach to Support the Breast Cancer Diagnosis Process Using Frequent Pattern Growth and Stacking Based on Machine Learning Techniques. 35-45 - Francisco Toldy
, Orlando Belo
:
An Ontology-Lexicon-Driven Approach for Refining Sentiment Analysis Processes. 46-57 - Akilu Rilwan Muhammad
, Ana Aguiar
, João Mendes-Moreira
:
Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study. 58-70 - Matheus Pilotto Figueiredo
, Lizandro de Souza Oliveira
, Giancarlo Lucca
, Adenauer Corrêa Yamin
, Wesley Huckembeck dos Santos
, Tiago da Rosa Lopes
:
LeakG3PD: A Python Generator and Simulated Water Distribution System Dataset. 71-82 - Paul Rodrigues
, Ivone Amorim
, Bruno Cunha
:
Providing Informative Feedback in a Low-Cost Rehabilitation System Using Machine Learning. 83-95 - Cristina Padró-Ferragut, María José Ramírez-Quintana, Fernando Martínez-Plumed:
Noise Tolerance and Robustness Ranking in Machine Learning Models. 96-108 - Andreu Simó Vidal
, Víctor Sánchez-Anguix, Juan M. Alberola
:
A Supervised Clustering Approach to Detect Similar Soccer Players. 109-119 - Gonçalo Correia
, Jacinto Estima
, Alberto Cardoso
:
Three-Part Genetic Algorithm to Optimize the Outbound Train Loading Process Using a Multiple Travelling Salesman Problem Approach. 120-131 - Daniel Constantin, Marian Cristian Mihaescu, Stella Heras, Jaume Jordán, Javier Palanca, Vicente Julián:
Using Data Augmentation for Improving Text Summarization. 132-144
Special Session on Predictive and Prescriptive Models for Smart Cities' Applications
- Pasqual Martí
, Jaume Jordán
, Paulo Novais
, Vicente Julián
:
Sustainable Demand-Responsive Transportation: A Case Study in Rural Guimarães. 147-158 - M. Campos-Mocholí
, O. Chacón-Albero
, Cédric Marco-Detchart
, Vicente Julián
, Jaime Andres Rincon
, Vicent J. Botti
:
CLARA: Semi-automatic Retraining System. 159-170 - Carlos H. Cubillas, Juan Miguel Alberola
, Víctor Sánchez-Anguix:
A Grid-Based Approach for Ambulance Dispatch in Critical Emergencies Within Static Systems. 171-183 - Cesar L. González
, Santiago L. Delgado
, Juan Miguel Alberola
, Luis F. Niño
, Vicente Julián
:
Optimizing Vehicle Coordination at Multi-lane Intersections Using Traffic Control Algorithms. 184-195 - Silvia Nadal
, Jaume Jordán
, Víctor Sánchez-Anguix, Juan M. Alberola
, Vicente Julián
, Vicent J. Botti
:
Optimizing Pedestrian Paths to Minimize Exposure to Urban Pollution Through Traffic Data Analysis. 196-207 - Joan C. Moreno
, Juan M. Alberola
, Víctor Sánchez-Anguix, Jaume Jordán
, Vicente Julián
, Vicent J. Botti
:
Optimizing UCO Container Placement in Urban Environments: A Genetic Algorithm Approach. 208-219
Special Session on Computational Intelligence on Renewable Energies and Sustainable Automation
- Bassel Weiss
, Segundo Esteban
, Matilde Santos
:
Data Analysis and Anomaly Detection in a Wind Farm with k-Nearest Neighbors. 223-235 - Fernando Herrera-Marín, Jesús Enrique Sierra-García
, Matilde Santos
:
Development of a Database for Convolutional Neural Networks Simulating CFD Analysis. 236-249
Special Session on Example-Based Explainable Artificial Intelligence
- Darío Garigliotti
:
Entity Examples for Explainable Query Target Type Identification with LLMs. 253-259 - Bettina Finzel
, Judith Knoblach
, Anna Magdalena Thaler, Ute Schmid
:
Near Hit and Near Miss Example Explanations for Model Revision in Binary Image Classification. 260-271
Special Session on Explainability and Fairness in Decision Support
- Claudia C. Tusell Rey, Joel Pino Gómez, Yenny Villuendas-Rey:
Evaluative Customized Naïve Associative Classifier: Promoting Equity in AI for the Selection and Promotion of Human Resources. 275-286 - Sébastien Amoury
, Karell Bertet
, Damien Mondou
:
Clustering of Serious Game Traces Using Formal Concept Analysis. 287-299 - Raciel Yera
, Luis Martínez
:
LORE4GroupRS: Explaining Group Recommendations Supported by a Local Rule-Based Approach. 300-312
Special Session on Federated Learning, Intelligent Fusion and Applications (FLIFA)
- Henrique Vaz de Araújo
, Fabian Corrêa Cardoso
, Viviane Leite Dias de Mattos
, Eduardo Nunes Borges
, Giancarlo Lucca
, Bruno Lopes Dalmazo
, Rafael Alceste Berri
:
Comparing MAE and RMSE as Fitness of Genetic Algorithm for Optimizing Echo State Network Hyperparameters with Different Probabilistic Distributions. 315-327 - Pablo Torrijos
, Juan C. Alfaro
, José A. Gámez
, José M. Puerta
:
Federated Learning with Discriminative Naive Bayes Classifier. 328-339 - Giancarlo Lucca, Bruno Lopes Dalmazo, Debora Bertaco, Jeferson P. Feijo, Luiz Oscar Homann de Topin, Vinicius M. De Oliveira, Luciano M. Ribeiro:
Advances in Home Care and Real-Time Vital Signs Monitoring. 340-348 - Rafael Huszcza
, Amanda Mendes
, Jeferson Lopes
, Eduardo N. Borges
, Giancarlo Lucca
, Pablo D. B. Guilherme
, Leandro A. Pereira
:
Exploring Data Symbion EI Deep Learning and Model Sharing Modules. 349-360 - William M. Manzolli
, Tiago B. Rickes
, Giancarlo Lucca
, Lizandro de Souza Oliveira
, Adenauer Corrêa Yamin
:
A New Dataset for Analyzing Battery Failures in Wheelchairs. 361-372 - Daniela L. Freire
, André C. P. L. F. de Carvalho
, Augusto José Peterlevitz
, Mateus Antonio Chinelatto
, Ricardo Dutra da Silva
, Juan Fernando Rojas Perea:
A Methodology for Automated Conversion of Axis-Aligned to Polygonal and Oriented Bounding Box Annotations in Aerial Imagery Object Detection. 373-385 - Miguel Rebollo
, Carlos Carrascosa
:
Multilayered Asynchronous Consensus-Based Federated Learning (MACoFL). 386-396 - Francisco Enguix
, Saúl Cerdá Peris, Jaime Andres Rincon
, Carlos Carrascosa
:
Comparative Study of Federated Learning Algorithms Based on SPADE Agents. 397-409 - Jaime Andres Rincon
, Cédric Marco-Detchart
:
Robotic Precision Fitness: Accurate Pose Training for Elderly Rehabilitation. 410-419
Special Session on Quantum Computing for Machine Learning and Optimization (Q4ML-Opt)
- Eneko Osaba, Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Izaskun Oregi:
Hybrid Quantum Solvers in Production: How to Succeed in the NISQ Era? 423-434 - Iñigo Pérez Delgado
, Nerea Ruiz Onandi
, Aitor Moreno-Fernandez-de-Leceta, Alejandro Mata Ali
, Gorka Pujana Sanchez
:
QUBO Optimization of Electrical Grid Topologies. 435-444
Special Session on Anomaly Detection with Machine Learning
- Simone Amirato
, Fabrizio Angiulli
, Fabio Fassetti
, Luca Ferragina
:
Indecision-Aware Deep Active Anomaly Detection. 447-459
Special Session on Developing AI Curricula for Pre-University Education
- Efren David Montes Vera
, Marcos Chacón-Castro
, Isbelia Pinilla Diaz
, Janio Jadán-Guerrero
:
Educational Management as an Ensure of High-Quality Standards, Focused on the Added Value of a Public University. 463-475 - Paola Andrea Arciniegas García, Marcos Chacón-Castro
, Elizabeth Durán Romero, Jose Gerardo Chacon Rangel, Janio Jadán-Guerrero
:
Identification of Areas for Improvement in Digital Pedagogical Competencies through Information Technologies, Communication, and Artificial Intelligence: An Innovative Approach in Teacher Training. 476-487 - Simone Opel
, Andrea Linxen
, Christian Beecks
:
What Students Should Learn and Teachers Must Know About Artificial Intelligence. 488-494 - Ziga Emersic
, Gregor Hrastnik, Natasa Meh Peer, Vasja Lev Kirn, Aljaz Justin, Jovana Videnovic, Luka Markicevic, Peter Peer
:
Simplification of Image Segmentation and Object Detection Teaching Materials. 495-501 - Ziga Emersic
, Gregor Hrastnik, Natasa Meh Peer, Vasja Lev Kirn, Aljaz Justin, Jovana Videnovic, Luka Markicevic, Peter Peer
:
Educational Computer Vision Materials for Classification and Tracking of Objects. 502-507 - María Concepción Fernández-Munín
, Fátima M. García-Doval
:
Starting Point in the Introduction of AI in VET: Analysis and Proposals in Spain. 508-516 - Abraham Prieto
, Alejandro Romero
, Francisco Bellas
:
Advancing Robotics Education: Integrating Large Language Models for Natural Language Programming in VET. 517-528 - Renata Magalhães
, Dalila Durães
, António Costa
, José Machado
, Paulo Novais
:
A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education. 529-540
Special Session on Data Selection in Machine Learning (6th Edition)
- Qingyu Ye, Simon Fong
, Jiahui Yu
, Antonio J. Tallón-Ballesteros
:
Data Mining in Credit Card Approval: Feature Importance Testing Comparison. 543-554
Special Session on Computational Intelligence for Imbalanced Classification
- Eva Tuba
, Antonio J. Tallón-Ballesteros
, Milan Tuba
:
2D Convolutional Neural Networks for Alzheimer's Disease Classification from Brain MRI. 557-565

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