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ORCID25th 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 Miguel 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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