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23rd CCIA 2021: Virtual Event
- Mateu Villaret, Teresa Alsinet, Cèsar Fernández, Aïda Valls:

Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021, Virtual Event, 20-22 October, 2021. Frontiers in Artificial Intelligence and Applications 339, IOS Press 2021, ISBN 978-1-64368-210-5
Research Article
- Patty Kostkova

:
Digital Public Health Technologies and Social Media in Global Emergencies. 3 - João Marques-Silva:

Automated Reasoning in Explainable AI. 4 - Pilar Dellunde, Lluís Godo

, Amanda Vidal
:
On Probabilistic Logical Argumentation. 7-16 - Mehmet Anil Akbay, Christian Blum:

Application of CMSA to the Minimum Positive Influence Dominating Set Problem. 17-26 - Chu-Min Li, Felip Manyà, Joan Ramon Soler

, Amanda Vidal
:
From Non-Clausal to Clausal MinSAT. 27-36 - Olga Porro, Francesc Pardo-Bosch

, Mónica Sánchez, Núria Agell:
Perceptual Maps to Aggregate Information from Decision Makers. 37-45 - Jesús Giráldez-Cru

, Pedro Almagro-Blanco:
On the Temperature of SAT Formulas. 46-55 - Aleksandra Petrova

, Javier Larrosa, Emma Rollon
:
Choosing the Root of the Tree Decomposition When Solving WCSPs: Preliminary Results. 56-65 - Joan Espasa

, Jordi Coll
, Ian Miguel
, Mateu Villaret
:
Exploring Lifted Planning Encodings in Essence Prime. 66-75 - Dimitra Bourou, Marco Schorlemmer

, Enric Plaza:
A Cognitively-Inspired Model for Making Sense of Hasse Diagrams. 76-85 - Isabel Aguiló, Sebastia Massanet, Juan Vicente Riera

:
Some Advances on the Solution of the Generalized Law of Importation for Fuzzy Implication Functions. 86-89 - Nieves Montes, Nardine Osman

, Carles Sierra:
Enabling Game-Theoretical Analysis of Social Rules. 90-99 - Arthur Müller

, Maite López-Sánchez:
Countering Negative Effects of Hate Speech in a Multi-Agent Society. 103-112 - Teresa Alsinet, Josep Argelich

, Ramón Béjar, Santi Martínez
:
Discovering Dominant Users' Opinions in Reddit. 113-122 - Teresa Alsinet, Josep Argelich

, Ramón Béjar, Daniel Gibert
, Jordi Planes
, Nil Torrent:
Argumentation Reasoning with Graph Neural Networks for Reddit Conversation Analysis. 123-131 - Karina Gibert, Yaroslav Hernandez-Potiomkin:

A Common Formal Framework for Factorial and Probabilistic Topic Modelling Techniques. 136-145 - Mónica P. Buenaño

, Lledó Museros
, Cabedo Luis Gonzalez-Abril:
The Emotional Impact of Hotel Room Colour in Spanish and Equatorian Tourists. 149-158 - Vicente López, Rebeca Egea, Lledó Museros

, Ismael Sanz:
A Customer Churn Detection Model for the Pay-TV Sector. 159-166 - Irene Unceta, Bernat Salbanya, Jordi Nin:

On the Convergence of Financial Distress Propagation on Generic Networks. 167-176 - Julià Minguillón, Noe Rivas, Jonathan Chacón

:
Supporting Enrollment in Higher Education Through a Visual Recommendation System. 177-180 - Marta Camps, Maddi Etxegarai

, Francesc Bonada, William Lacheny, Dorick Ballat-Durand, Sylvain Pauleau, Xavier Domingo
:
Data-Driven Analysis of Friction Stir Welding for Aerospace Applications. 181-184 - Inmaculada Rodríguez

, Anna Puig, Alex Rodriguez:
We Are Not the Same Either Playing: A Proposal for Adaptive Gamification. 185-194 - Albert Abio

, Francesc Bonada, Oriol Pujol:
Combining Simulations and Machine Learning for Efficient Prediction of Process Parameters Evolution in Injection Moulding. 197-206 - Jordi Pascual-Fontanilles

, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca:
Iterative Update of a Random Forest Classifier for Diabetic Retinopathy. 207-216 - Ian Palacín

, Daniel Gibert
, Jordi Planes
, Simone Arena
, Pier Francesco Orrù, Maurizio Melis, Marco Annis:
Anomaly Detection for Diagnosing Failures in a Centrifugal Compressor Train. 217-220 - Josep Puyol-Gruart, Pere Garcia-Calvés, Jesús Vega, Maria Teresa Ceballos, Bea Cobo, Francisco J. Carrera:

Pulse Identification Using SVM. 221-224 - Adrián Torres-Martín, Jerónimo Hernández-González

, Jesús Cerquides:
Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection. 225-234 - Shikha Suman, Ashutosh Karna, Karina Gibert:

Towards Expert-Inspired Automatic Criterion to Cut a Dendrogram for Real-Industrial Applications. 235-244 - Núria Correa

, Rita Vassena, Jesús Cerquides, Josep Lluís Arcos
:
Limits of Conventional Machine Learning Methods to Predict Pregnancy and Multiple Pregnancy After Embryo Transfer. 245-253 - Marta Barroso, Adrián Tormos

, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19. 254-263 - Jose Maria Gonzalez Castro

, Giselle Ramirez Sandoval
, Eduard Vidales Coca, Nuri Cuadrado Lafoz, Francesc Bonada:
Cutting Tool Wearing Identification Through Predictive Maintenance and Its Impact on Surface Quality. 264-267 - José Yauri, Aura Hernández-Sabaté

, Pau Folch, Debora Gil:
Mental Workload Detection Based on EEG Analysis. 268-277 - Nikolaos Al. Papadopoulos

, Martí Sánchez-Fibla:
Alternation Measures for the Evaluation of Selfish Agents' Turn-Taking. 278-281 - Daniel Padilla, Hatem A. Rashwan

, Domenec Puig:
On Determining Suitable Embedded Devices for Deep Learning Models. 285-294 - Eddardaa Ben Loussaief, Mohamed Abdel-Nasser, Domenec Puig:

Prostate Cancer Delineation in MRI Images Based on Deep Learning: Quantitative Comparison and Promising Perspective. 295-304 - Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Mohammed Jabreel, Aïda Valls, Marc Baget:

Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators. 305-314 - Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig:

Lesion Detection in Breast Tomosynthesis Using Efficient Deep Learning and Data Augmentation Techniques. 315-324 - Armin Masoumian

, David G. F. Marei, Saddam Abdulwahab, Julián Cristiano
, Domenec Puig, Hatem A. Rashwan
:
Absolute Distance Prediction Based on Deep Learning Object Detection and Monocular Depth Estimation Models. 325-334 - Thanasis Zoumpekas, Guillem Molina, Maria Salamó

, Anna Puig:
Benchmarking Deep Learning Models on Point Cloud Segmentation. 335-344 - Raúl Aceñero Eixarch, Raúl Díaz-Usechi Laplaza, Rafael Berlanga Llavori

:
Designing Chest X-ray Datasets for Improving Lung Nodules Detection Through Convolutional Neural Networks. 345-348 - Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Hatem A. Rashwan

, Domenec Puig:
WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation. 349-356 - Juan Antonio Rodríguez, Joaquim Comas, Xavier Binefa:

Affective State-Based Framework for e-Learning Systems. 357-366 - Basma Ahmed, Mohamed Abdel-Nasser, Osama Ahmed Omer, Amal Rashed, Domenec Puig:

No-Reference Digital Image Quality Assessment Based on Structure Similarity. 367-374 - Joao Paulo Schwarz Schuler, Santiago Romaní

, Mohamed Abdel-Nasser, Hatem A. Rashwan
, Domenec Puig:
Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches. 375-382 - Joao Paulo Schwarz Schuler, Santiago Romaní

, Mohamed Abdel-Nasser, Hatem A. Rashwan
, Domenec Puig:
Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet. 383-391 - Saddam Abdulwahab, Hatem A. Rashwan

, Armin Masoumian
, Najwa Sharaf, Domenec Puig:
Promising Depth Map Prediction Method from a Single Image Based on Conditional Generative Adversarial Network. 392-401 - Saif Khalid

, Saddam Abdulwahab, Hatem A. Rashwan
, Julián Cristiano
, Mohamed Abdel-Nasser, Domenec Puig:
Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network. 402-411 - Álvaro Parafita

, Jordi Vitrià:
Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness. 415-424 - Maite López-Sánchez, Marc Serramia

, Juan A. Rodríguez-Aguilar
:
Improving On-Line Debates by Aggregating Citizen Support. 425-434 - Najlaa Maaroof, Antonio Moreno, Mohammed Jabreel, Aïda Valls:

Contextualized LORE for Fuzzy Attributes. 435-444 - Zoe Falomir, Vicent Costa

:
On the Rationality of Explanations in Classification Algorithms. 445-454 - Antoni Climent, Dmitry Gnatyshak, Sergio Álvarez-Napagao:

Applying and Verifying an Explainability Method Based on Policy Graphs in the Context of Reinforcement Learning. 455-464

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