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25th CCIA 2023: Món Sant Benet, Spain
- Ismael Sanz, Raquel Ros, Jordi Nin:
Artificial Intelligence Research and Development - Proceedings of the 25th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2023, Món Sant Benet, Spain, 25-27 October 2023. Frontiers in Artificial Intelligence and Applications 375, IOS Press 2023, ISBN 978-1-64368-448-2
Research Article
- Lluís Formiga:
Unlocking the Power of LLMs: Navigating Challenges for Industry in the AI Renaissance. 3 - Aida Kamisalic:
Formalization of Drug Dose Titration Procedures. 4 - Estel Ferrer
, Joan Adrià Ruiz De Azua
Inter-Satellite Link Prediction with Supervised Learning Based on Kepler and SGP4 Orbits. 7-15 - Borja Velasco-Regulez
Hydranet: A Neural Network for the Estimation of Multi-Valued Treatment Effects. 16-27 - José Fernando Núñez, Jamie Arjona, Adrián Tormos, Darío García, Javier Béjar:
Applying Generative Models and Transfer Learning to Physiological Data Classification. 28-37 - Ammar M. Okran
Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation. 38-47 - Claudia Serrano
Internal Representation and Shepard's Law in an Artificial Haptic System. 48-58 - Bjoern Komander, Jesús Cerquides, Jaume Piera, Jeffrey Chan, Azadeh Alavi:
Expert Finding for Citizen Science. 59-69 - Ashutosh Karna
Clustering of Qualitative Time Series for 3D Printing Quality Management. 70-79 - Lucas Marco-Tordera, Daniel García-Costa, Francisco Grimaldo:
Cognitive Similarity Through Bibliometric Analysis. 80-89 - Álvaro Heredia-Lidón
Full-Range Yaw Prediction: A Multi-View Approach for 3D Head Model Pose Estimation Using Convolutional Neural Networks. 90-93 - Jordi Malé
A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI. 94-97 - Carlos Guerrero-Mosquera
Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning. 98-101 - Karl Fabian Svensson, Carlos Guerrero-Mosquera
OPNet: A One-Shot Image Similarity Algorithm for Production Systems. 102-105 - Juan Manuel García Sánchez
Analyzing Car Configurator Impact Through Genetic Algorithm from a Regional Perspective. 106-109 - Fernando Villamarín Díaz
Navigating Black Swan Events in Algorithmic Trading: A Reinforcement Learning Perspective. 110-114 - Sergi Bernet Andrés
Machine Learning in Particle Physics Experiments: The Case of LHCb. 115-119 - Carlos García Sánchez
Petri-Nets-Based Controllers Generation Using Genetic Programming. 120-123 - Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Addressing Scale and Density Challenges in LiDAR Point Classification. 124-127 - David Martínez Galicia, Alejandro Guerra-Hernández, Xavier Limón, Nicandro Cruz-Ramírez, Francisco Grimaldo:
A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise. 128-131 - Ester Vidaña-Vila
EduSign: Real-Time Application for Spanish Sign Language Recognition. 132-133 - Pere Gilabert
Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy. 134-135 - Vicent Caselles
Development of an Automated CBCT Nerve and Teeth Segmentation Tool Based on Deep Learning. 136-137 - Elena Ortega-Beltrán, Ismael Benito-Altamirano, Carles Ventura:
Zero-Shot Prediction for Emotion Recognition Using Deep Spectrum Features. 138-139 - David Gómez Guillén, Mireia Diaz, Josep Lluís Arcos
Bayesian Optimization with Additive Kernels for the Calibration of Simulation Models to Perform Cost-Effectiveness Analysis. 143-152 - Lucia Urcelay, Daniel Hinjos, Pablo A. Martin-Torres, Marta González, Marta Méndez
Exploring the Role of Explainability in AI-Assisted Embryo Selection. 153-162 - Eloy Martínez-Heras
Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture. 163-172 - Bernat Salbanya, Irene Unceta, Jordi Nin:
Resource Allocation in Home Care Services Using Reinforcement Learning. 173-182 - Sergi Bech, Bárbara Lobato, Oriol Pujol, José Manuel Soria, Andrés Muñoz:
Assessing VTE Risk in Cancer Patients Using Deep Learning Synthetic Data Generation and Domain Adaptation Techniques. 183-192 - Guillem Hernández Guillamet, Beatriz López
Hipertension Demand Forecasting Using Cross-Correlation and Lagged Multiple Linear Regression Models for Anticipating Health Resources Needs. 193-203 - Jordi Pascual-Fontanilles
Challenges in the Exploitation of Historical Clinical Data for the Classification of Diabetic Retinopathy Patients. 204-207 - Xavier Angerri, Karina Gibert
A General Model for the Metainformation of Complex Questionnaires for Automatic Preprocessing and Reporting Under INSESS Methodology. 211-220 - Paula Subías-Beltrán
Respect for Autonomy in the Machine Learning Pipeline. 221-230 - Beatriz López
Sequence Pattern Mining for Citizens Behaviour Learning in Fair-Purpose Social Games. Some Preliminary Results. 231-240 - Vicent Santamarta, Pablo Garcia-Segarra
Reversal Error in Mathematics: Training Against It Using ε⃔ coach. 241-249 - Pere Garcia-Calvés, Jordi Sabater-Mir, Pablo Aramendia, Jordi Corominas, Bryan Miguel Perez Ruchat:
Recommenders for Improved Lesson Planning in Formal Education. 250-255 - Konstantina Zacharaki
Capturing Young People's Interest in Food Waste Reduction: An Approach Using Qualitative Reasoning. 256-261 - Marc Ribalta, Josep Pueyo-Ros, Lluís Corominas, Ramón Béjar, Carles Mateu, Edgar Rubión:
Explainable Machine Learning Models for Predicting COVID-19 Cases in Catalonia Based on Wastewater Monitoring Data. 262-266 - Silvia Guillén Ruiz
Exploring Learning Techniques for Developing Socially-Aware Service Robots: Best Practices for Social Comfort. 267-272 - Sudipta Paul, Julián Salas, Vicenç Torra
Adding Edge Local Differential Privacy to the Dynamic Stochastic Block Model. 273-276 - Núria Valls Canudas
Reconstruction of the LHCb Calorimeter Using Machine Learning: Lessons Learned. 277-282 - Sergi Sánchez Deutsch, Ivan Huerta Casado, Josep Escrig:
A Real-World Dataset for Benchmarking False Alarm Rate in Keyword Spotting. 283-286 - Daniel Bonet-Solà
Predicting the Perceptual Rating of a Soundscape Using Artificial Intelligence. 287-288 - Walaa Abuasaker
An Application to Measure Consensus on Customers' Ratings Using Hesitant Fuzzy Linguistic Term Sets. 291-300 - Rocco Ballester, Yanis Labeyrie, Mehmet Oguz Mülâyim
Mathematical and Computational Models for Crowdsourced Geolocation. 301-310 - V. Casales-Garcia
Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative Content. 311-319 - Hafiz Budi Firmansyah, Carlo Alberto Bono, Valerio Lorini, Jesús Cerquides, Jose Luis Fernandez-Marquez:
Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media. 320-329 - Elena Álvarez-García, Daniel García-Costa, Joan Vila-Francés, Francisco Grimaldo:
Text Characterisation for the Fight Against Political Misinformation. 330-333 - Marc Cané, Jordi Coll
SAT-IT: The Interactive SAT Tracer. 337-346 - Eduardo Calò
General Boolean Formula Minimization with QBF Solvers. 347-358 - Jordi Coll, Chu-Min Li, Felip Manyà, Elifnaz Yangin:
A Complete Tableau Calculus for the Regular MaxSAT Problem. 359-368 - Carlos Ansótegui
On the Density of States of Boolean Formulas. 369-382
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