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24th CCIA 2022: Sitges, Spain
- Atia Cortés, Francisco Grimaldo, Tommaso Flaminio:
Artificial Intelligence Research and Development - Proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2022, Sitges, Spain, 19-21 October 2022. Frontiers in Artificial Intelligence and Applications 356, IOS Press 2022, ISBN 978-1-64368-326-3
Research Article
- Fosca Giannotti:
Explainable Machine Learning for Trustworthy AI. 3 - Vicent Costa
, Pilar Dellunde:
Towards an Implementation of Merging Operators in Many-Valued Logics. 7-8 - Jonathan Ayebakuro Orama
Multi Objective Genetic Algorithm for Optimal Route Selection from a Set of Recommended Touristic Activities. 9-12 - Isabel Aguiló, Sebastia Massanet, Juan Vicente Riera:
On Conjunctive and Disjunctive Rational Bivariate Aggregation Functions of Degrees (2, 1). 13-16 - Teresa Alsinet, Josep Argelich
Approximate and Optimal Solutions for the Bipartite Polarization Problem. 17-24 - Carlos Ansótegui, Jordi Levy:
Yet Another (Fake) Proof of P=NP. 25-34 - Shoulin Li, Jordi Coll, Djamal Habet, Chu-Min Li, Felip Manyà:
A Tableau Calculus for MaxSAT Based on Resolution. 35-44 - Pietro Fronte, Núria Agell, Marc Torrens, Daniel Brugarolas:
Importance-Performance Analysis in Project Portfolio Management Using an IOWA Operator. 45-51 - Elena Álvarez-García
Streamlining Text Pre-Processing and Metrics Extraction. 55-58 - Arnault Gombert, Jesús Cerquides:
Drake or Hen? Machine Learning for Gender Identification on Twitter. 59-66 - V. Casales-Garcia
Analysing Food-Porn Images for Users' Engagement in the Food Business. 67-70 - Carles Onielfa
Influence in Social Networks Through Visual Analysis of Image Memes. 71-80 - Esteve Almirall, Davide Callegaro, Peter Bruins, Mar Santamaria, Pablo Martínez, Ulises Cortés:
Deep Air - A Smart City AI Synthetic Data Digital Twin Solving the Scalability Data Problems. 83-86 - Josep Pascual-Pañach, Miquel Sànchez-Marrè, Miquel Àngel Cugueró-Escofet:
Optimizing Online Time-Series Data Imputation Through Case-Based Reasoning. 87-90 - Cecilio Angulo, Cristóbal Raya:
Synthetic Data for Anonymization in Secure Data Spaces for Federated Learning. 91-94 - Ignacio Huitzil, Marco Schorlemmer, Nardine Osman
Towards Automated Compliance Checking of Building Regulations: smartNorms4BIM. 95-104 - Mahmoud Alimoradi
Deep Neural Classification of Darknet Traffic. 105-114 - Joaquin Dario Silveira, Maria Salamó, Ludovico Boratto:
Enabling Reproducibility in Group Recommender Systems. 115-124 - Paula Gómez Duran, Jordi Vitrià:
Contextual TV Show Recommendation. 125-135 - Gaurav Kumar Yadav
Predicting Personalized Quality of Life of an Intellectually Disabled Person Utilizing Machine Learning. 139-142 - Argimiro Arratia, Martí Renedo-Mirambell:
The Assessment of Clustering on Weighted Network with R Package clustAnalytics. 143-146 - Juan Manuel García Sánchez
Binary Delivery Time Classification and Vehicle's Reallocation Based on Car Variants. SEAT: A Case Study. 147-150 - Marta Camps, Maddi Etxegarai, Francesc Bonada, William Lacheny, Sylvain Pauleau, Xavier Domingo
Feature Engineering and Machine Learning Predictive Quality Models for Friction Stir Welding Defect Prediction in Aerospace Applications. 151-154 - Pol Torres, Albert Abio, Raquel Busqué, Albert Brígido, Sylvia Andrea Cruz, Manel Da Silva
Efficiency and Reliability Enhancement of High Pressure Die Casting Process Through a Digital Twin. 155-159 - Jordi Sabater-Mir, Ignasi Camps-Ortin, Cristian Cozar-Alier:
An Agent-Based Simulation Framework for Firefighters Training. 160-163 - Marta Otero
Data Driven Predictive Models Based on Artificial Intelligence to Anticipate the Presence of Plasmopara Viticola and Uncinula Necator in Southern European Winegrowing Regions. 164-167 - Martí Renedo-Mirambell, Argimiro Arratia:
Towards and Efficient Algorithm for Computing the Reduced Mutual Information. 168-171 - Ashutosh Karna, Karina Gibert:
Bootstrap-CURE Clustering: An Investigation of Impact of Shrinking on Clustering Performance. 172-180 - Jordi Pascual-Fontanilles
Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification. 181-190 - Argimiro Arratia, Carlos E. Ortiz, Marcel Romaní:
On Flows of Neural Ordinary Differential Equations That Are Solutions of Lotka-Volterra Dynamical Systems. 191-198 - Arnau Boix-Granell, Sergi Foix
Garment Manipulation Dataset for Robot Learning by Demonstration Through a Virtual Reality Framework. 199-208 - Juan Manuel López-Correa, Caroline König, Alfredo Vellido:
Long Short-Term Memory to Predict 3D Amino Acids Positions in GPCR Molecular Dynamics. 209-217 - Eddardaa Ben Loussaief, Domenec Puig:
Towards Cross-Sites Generalization for Prostate MRI Segmentation to Unseen Data. 221-224 - Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan
A Curated Dataset for Crack Image Analysis: Experimental Verification and Future Perspectives. 225-228 - Maider Abad, Jordi Casas-Roma
Reducing the Learning Domain by Using Image Processing to Diagnose COVID-19 from X-Ray Image. 229-238 - Jose Luis Lisani, Ana Belén Petro, Catalina Sbert, Amaya Álvarez-Ellacuria, Ignacio A. Catalán
On the Importance of Color Pre-Processing for Object Detection in Submarine Images. 239-242 - Basma Ahmed, Osama Ahmed Omer, Amal Rashed, Domenec Puig, Mohamed Abdel-Nasser:
Referenceless Image Quality Assessment Utilizing Deep Transfer-Learned Features. 243-248 - Georgios Athanasiou, Jesús Cerquides, Annelies Raes, Nima Azari-Dolatabad, Daniel Angel-Velez, Ann Van Soom, Josep Lluís Arcos
Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation. 249-258 - Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Object Segmentation of Cluttered Airborne LiDAR Point Clouds. 259-268 - Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig:
Breast Tumor Classification in Digital Tomosynthesis Based on Deep Learning Radiomics. 269-278 - Fabio Murgese, Gerard Alcaina, Mehmet Oguz Mülâyim
Automatic Outdoor Image Geolocation with Focal Modulation Networks. 279-288 - Maryam Tahmooresi
Analyzing the Reliability of Different Machine Radiomics Features Considering Various Segmentation Approaches in Lung Cancer CT Images. 289-297 - Mohamed A. Hassanien, Vivek Kumar Singh, Domenec Puig, Mohamed Abdel-Nasser:
Transformer-Based Radiomics for Predicting Breast Tumor Malignancy Score in Ultrasonography. 298-307 - Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Aïda Valls, Marc Baget, Mohammed Jabreel:
EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation. 308-317 - Teresa Alsinet, Josep Argelich
Combining Support and Attack Interactions for Argumentation Based Discussion Analysis. 321-324 - Anna Arias-Duart
Focus and Bias: Will It Blend? 325-334 - Eric Roselló-Marín, Maite López-Sánchez, Inmaculada Rodríguez, Manel Rodriguez-Soto
An Ethical Conversational Agent to Respectfully Conduct In-Game Surveys. 335-344 - Najlaa Maaroof, Antonio Moreno, Mohammed Jabreel, Aïda Valls:
Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees. 345-354 - Marc Domènech i Vila, Dmitry Gnatyshak, Adrián Tormos, Sergio Álvarez-Napagao:
Testing Reinforcement Learning Explainability Methods in a Multi-Agent Cooperative Environment. 355-364 - Adrià Colomé, Carme Torras
Mutual Information Weighing for Probabilistic Movement Primitives. 365-368
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