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26th CCIA 2024: Barcelona, Spain
- Teresa Alsinet, Xavier Vilasís-Cardona, Daniel García, Elena Álvarez:
Artificial Intelligence Research and Development - Proceedings of the 26th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2024, Barcelona, Spain, 2-4 October 2024. Frontiers in Artificial Intelligence and Applications 390, IOS Press 2024, ISBN 978-1-64368-543-4 - Aissam Daaboub, Lluís Echeverria Rovira, Edgar Rubion Soler:
Enhancing Seawater Reverse Osmosis Desalination Efficiency Using Digital Twins and Machine Learning. 2-5 - Alexandre Trilla, Nenad Mijatovic:
Unsupervised Pairwise Causal Discovery on Heterogeneous Data Using Mutual Information Measures. 6-15 - Najwa Sharaf, Hatem A. Rashwan, Saddam Abdulwahab, Domenec Puig:
SynthRetina: Revolutionizing Fundus Image Analysis Through Synthetic Data Enhancement. 16-25 - Josep Escrig
, Adriana Fernández-Fernández
Optimizing Energy Consumption of Kubernetes Clusters with Deep Reinforcement Learning. 26-35 - Francisco Fernández-Peláez, Maddi Etxegarai, Vanessa Moreno, Lluís Echeverria, Gonzalo Campins, Carlos López, Rubén Rojo, Valentín González:
Predictive Maintenance in the Food Industry: A Case Study Using Vibration Sensors and Machine Learning Techniques. 36-43 - Roger Marí Molas, Paula Subías-Beltrán, Carla Pitarch Abaigar, Mar Galofré Cardo, Rafael Redondo Tejedor:
Characterization of Synthetic Lung Nodules in Conditional Latent Diffusion of Chest CT Scans. 44-51 - Marcos Diaz-Hurtado
Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models. 52-53 - Cristina Montserrat, Jonah Fernandez
Detection of Epileptic Seizures with EEG Sequential Patterns. 54-57 - Muhammad Mursil
Impact of Maternal Nutrition on Neonatal Birthweight: A Machine Learning Study. 58-67 - Blanca Llauradó, José Fernando Núñez, Axel Romero, Jamie Arjona, Javier Béjar, Jorge Andrés Gómez-García, Diego Torricelli:
Generative Models for Data Augmentation on Inertial Measurement Units Data Classification. 68-77 - Ammar M. Okran
Weakly Supervised Localization of Mammograms for Dense Breast Tissues. 78-79 - Jordi Pascual-Fontanilles
Fuzzy Logic-Based Variable Encoding for Improved Diabetic Retinopathy Prediction. 80-89 - Jordi Malé, Víctor Xirau, Juan Fortea, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano:
Unsupervised Deep Learning Architectures for Anomaly Detection in Brain MRI Scans. 90-93 - Ammar M. Okran
Enhanced Crack Segmentation Network: Leveraging Multi-Dimensional Attention. 94-96 - Sergi Bernet Andrés
Machine Learning for Particle Identification in LHCb. 97-100 - Teresa Alsinet, Josep Argelich, Ramón Béjar, António Morgado, Jordi Planes:
Checking Robustness of Neural Network Models for the Classification of Malware. 101-108 - Alejandra López de Aberasturi-Gómez
Learning Brain-Storming with Multiagent Multi-Armed Bandits. 109-112 - Ander Elkoroaristizabal
Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis. 113-121 - Alex Sánchez, Sergio Montoya, Josep Escrig, Iván Huerta:
Automatic Catalan Keyword Spotting Database Generator. 122-125 - Julià Camps
Open Source Cardiac Digital Twinning of Human Ventricular Repolarisation from 12-Lead ECG and MRI. 126-135 - Dorra Ben Khalifa
Floating to Fixed-Point Conversion of Deep Neural Networks with Guaranteed Error Bounds. 136-139 - Esteban Ariza, Johan Giraldo, Mateo Valdés, Didier Grimaldi
The Use of GPT and Social Media for Operations Management. Application in Hospitality Smart Services. 141-144 - Luis Joglar-Ongay, Francesc Alías Pujol:
Glottal Source Features for Speech Under Stress Classification. 145-148 - Joan Aragó, Marc Freixes
Speech Synthesis of Valencian Using a Conditional Variational Autoencoder with Adversarial Learning. 149-152 - Sergi Ramirez-Mitjans
Pushing the Boundaries of Natural Language Processing (NLP): Enhancing Catalan Text Transcription Through Large-Scale Models in the Educational Field. 153-162 - Marc Arnela
DemetrIA: Artificial Intelligence and Ethics for the Voice Cloning of Grandfather Demetrio. 164-173 - Vicent Costa, Pilar Dellunde, Diego Fraile-Parra:
Neurosymbolic AI for Studying the Quality of Life's Dimensions of People with Intellectual Disability. 174-177 - Georgios Bakirtzis, Manolis Chiou, Andreas Theodorou:
Negotiating Control: Neurosymbolic Variable Autonomy. 178-181 - Lorena Casanova
Decision Support System for the Diagnosis of Chronic Wounds Using Artificial Intelligence Algorithms on Images. 182-191 - Gerard Díez-Ruiz-De-Los-Paños, Ester Vidaña-Vila, Marc Freixes, Rosa Maria Alsina-Pagès:
Towards Early Diagnosis of Dementia: Acoustic Event Detection in a Wireless Acoustic Sensors Network. 192-193 - Ashutosh Karna
From Clustering to Intelligent Decision Support System: An Application to 3D Printing. 194-203 - Josep S. Sánchez, Jose Luis Lisani:
Open Source Video Annotation Tool for Underwater Scenes (UVAT). 205-208 - Álvaro Heredia-Lidón, Christian García-Mascarell, Luis Miguel Echeverry-Quiceno, Daniel Herrera-Escartín, Juan Fortea, Edith Pomarol-Clotet, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano:
Landmark Anything: Multi-View Consensus Convolutional Networks Applied to the 3D Landmarking of Anatomical Structures. 209-212 - José Guerrero
On the Use of Modular Quasi-Metrics and Possibility Theory for Heterogeneous Multi-Robot Systems. 213-222 - Umair Haroon
MVSBoost: An Efficient Point Cloud-Based 3D Reconstruction. 223-232 - Alex Segura, Jérémy Lancereau, Joaquím Meléndez, Carolina M. R. do Carmo:
Comparative Analysis of Electricity Demand Forecasting at Substation Level. 234-243 - Israel Puerta Merino, Jordi Sabater-Mir:
LLM Reasoner and Automated Planner: A New NPC Approach. 244-247 - V. Casales-Garcia, Ismael Sanz, Lledó Museros, Luis González Abril:
Towards Explainable Cuisine Prediction for Recipes with Image Color Analysis. 248-251 - Isabel Aguiló, Pilar Fuster-Parra, Juan Vicente Riera:
On Modus Ponens in Discrete Implication Derived from Discrete Uninorms. 252-259 - Ignasi Nou-Plana, Marc Freixes, Jesús Vaquerizo-Serrano, Marc Arnela, Cristian Cañestro, Eva R. Quintana, Adrian Teaca, Marios Chatzigeorgiou, Filomena Ristoratore, Giovanni Zambon, Lucia Manni, Rosa Maria. Alsina-Pagès:
The DeuteroNoise Dataset: An Initial Exploration of an Underwater Vessel Sound Dataset Within the Framework of a JPI-Oceans Project. 260-269 - Alex Josep Pujol, Raimón Fabregat, Josep Pijuan, Marta Otero, Montse Torres, Antonio Dente, Fernando Alves:
Optimization of Vineyard Task Planning: Constraint Programming Based Tool with Customizable Domain. 270-273 - Antonio Camacho, Manel Velasco, Pau Martí, Cecilio Angulo, Jerrad Hampton:
Improving Voltage Ride-Through Procedures in Distributed Generation Systems by Reinforcement Learning. 274-277 - Jordi Coll, Chu Min Li, Felip Manyà, Elifnaz Yangin:
A Complete Tableau Calculus for Non-Clausal Regular MinSAT. 278-287 - Pablo Laiz, Hagen Wenzek:
Polyp Re-Identification System for Video Capsule Endoscopy Studies. 288-290 - Eddy Soria Leyva
A Fuzzy Framework for Unraveling Experiential Tourism Value. 291-300 - Donghao Zhang, Emilio Molina, Aglaia Galata, Gonçal Calvo, Denis Guilhot, Martí Sánchez-Fibla:
Cross-Domain Linkage for the Music Industry: An Industrial and Synthetic Benchmark. 301-310 - Aleksandra Petrova
A Multi-Armed Bandit Approach Using Implicit Hitting Sets for Weighted CSPs. 311-314 - Xavier Angerri, Oscar Delgado, Karina Gibert
Intelligent Assistant for Multivariant Analysis. 315-324 - Elena Álvarez-García, Daniel García-Costa, Sandra Paniagua, Maria T. Sanz, Maria Santágueda, Pablo Mocholí, Emilia López-Iñesta, Francisco Grimaldo:
A Tool for Reading Evaluation in Arithmetic Word Problems. 325-332
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