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ORCID22nd CCIA 2019: Mallorca, Spain
- Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló, Manuel González Hidalgo:
Artificial Intelligence Research and Development - Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2019, Mallorca, Spain, 23-25 October 2019. Frontiers in Artificial Intelligence and Applications 319, IOS Press 2019, ISBN 978-1-64368-014-9
Research Article
- Javier Fernandez:
New Methods for Fusing Information and the Computational Brain. 3 - Joan Serrà:
From Correlation to Imagination: Deep Generative Models for Artificial Intelligence. 4 - Anna Monreale:
Explainable AI. 5 - Marc Serramia
, Jordi Ganzer-Ripoll, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Natalia Criado, Simon Parsons, Patricio Escobar, Marc Fernández:
Citizen Support Aggregation Methods for Participatory Platforms. 9-18 - Joan Casas-Roma, Joan Arnedo-Moreno:
From Games to Moral Agents: Towards a Model for Moral Actions. 19-28 - Joan Casas-Roma:
The Good, the Bad and the Robot: Projecting Attitudes into A.I. 29-32 - Raquel Pérez-Arnal, Dario Garcia-Gasulla, David Torrents, Ferran Parés, Ulises Cortés, Jesús Labarta, Eduard Ayguadé:
Random Forest as a Tumour Genetic Marker Extractor. 35-44 - Daniel Gibert, Alba Lamas, Ruben Martins, Carles Mateu, Jordi Planes:
An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural Networks. 45-53 - Borja Sánchez-López, Jesús Cerquides:
Convergent Stochastic Almost Natural Gradient Descent. 54-63 - Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla, Jesús Labarta, Eduard Ayguadé:
Feature Discriminativity Estimation in CNNs for Transfer Learning. 64-73 - Pere Martí-Puig, Sílvia Pérez-Mayol, Moisès Serra i Serra, Miquel Palmer:
Automatic Interval Selection on LA-ICPMS Isotopic Profiles Using an Extreme Learning Machine (ELM) Network. 74-83 - Berkay Demirel, Martí Sánchez-Fibla:
Speeding up Reinforcement Learning by Combining Attention and Agency Features. 84-94 - Jerónimo Hernández-González, Joan Capdevila, Jesús Cerquides:
Variational Importance Sampling: Initial Findings. 95-104 - Ferran Plana Rius, Cecilio Angulo Bahón, Marc Casas, Josep Maria Mirats Tur:
Convolutional Neural Network Training with Dynamic Epoch Ordering. 105-114 - Alex Cabañeros, Cecilio Angulo:
A Comparison of Autonomous Vehicle Navigation Simulators Under Regulatory and Reinforcement Learning Constraints. 115-124 - Irene Unceta, Jordi Nin, Oriol Pujol:
From Batch to Online Learning Using Copies. 125-134 - Hassan Hayat, Carles Ventura, Àgata Lapedriza:
On the Use of Interpretable CNN for Personality Trait Recognition from Audio. 135-144 - Md. Mostafa Kamal Sarker, Syeda Furruka Banu, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Sylvie Chambon, Petia Radeva, Domenec Puig:
Food Places Classification in Egocentric Images Using Siamese Neural Networks. 145-151 - Miguel Martin-Abadal, Yolanda González Cid, Joan Roig-Nomura, Jose Jesus Manas, Attila Nagy, Tomas Salom, Carlos Alonso:
Cloud Type Distinction Based on CNN: An Aid for Short-Term Weather Forecast. 152-159 - Josep Pascual-Pañach, Miquel Àngel Cugueró-Escofet, Miquel Sànchez-Marrè, Pere Aguiló-Martos:
Application of CBR for Intelligent Process Control of a WWTP. 160-169 - David Sanchez-Pinsach, Mehmet Oguz Mülâyim, Jennifer Grau-Sánchez, Emma Segura, Berta Juan-Corbella, Josep Lluís Arcos, Jesús Cerquides, Monique Messaggi-Sartor, Esther Duarte, Antoni Rodríguez-Fornells:
Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients. 170-175 - Amaya Álvarez-Ellacuria, Ignacio A. Catalán, Jose Luis Lisani, Miquel Palmer:
Fish Size Estimation from Instance Segmentation Results Obtained with a Deep Convolutional Network. 176-179 - Miquel Bofill, Jesús Giráldez-Cru, Josep Suy, Mateu Villaret:
A Study on Implied Constraints in a MaxSAT Approach to B2B Problems. 183-192 - Marc Serramia, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Patricio Escobar:
Optimising Participatory Budget Allocation: The Decidim Use Case. 193-202 - Sebastià Massanet, Juan Vicente Riera, Joan Torrens:
Revisiting a Functional Inequality on Fuzzy Implication Functions Related to the Inclusion of Fuzzy Sets. 203-212 - Carlos Ansótegui, Maria Luisa Bonet, Jordi Levy:
Phase Transition in Realistic Random SAT Models. 213-222 - Olga Porro, Núria Agell, Mónica Sánchez:
A Fuzzy Decision-Aiding Approach to Implement Sustainable Marine Itineraries. 223-227 - Dionís Boixader, Jordi Recasens:
Surface Reparametrization Based on Arithmetic Means and Fuzzy Techniques. 228-231 - Oriol Jiménez, Maria Salamó, Ludovico Boratto:
Distance-Aware Event Recommendation in Event-Based Social Networks. 235-244 - Arnau Martí-Sarri, Moisès Serra i Serra, Pere Martí-Puig:
Effect of the Data Tensorization on the Recovery of Bursts of Missing Values. An Application in Water Networks. 245-255 - Jennifer Nguyen, Jordi Montserrat-Adell, Albert Armisen, Marc Torrens, Núria Agell:
Measuring Rating Exigency: Identifying Relevant Consumer Reviews. 256-265 - Karina Gibert, Beatriz Sevilla Villanueva, Miquel Sànchez-Marrè, Lluis Marquès, Eric Casanova, Montserrat Fito:
Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective. 266-274 - Teresa Alsinet, Josep Argelich, Ramón Béjar, Santi Martínez:
User Profile Analysis in Reddit Debates. 275-284 - David Contreras, Maria Salamó:
History and Opinion Collaborative Recommender: An Approach for Social Recommendations. 285-294 - Aïda Valls, Antonio Moreno, Jordi Pascual-Fontanilles:
Preference Modeling Tools for the Decision Support Method ELECTRE-III-H. 295-301 - Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig:
Automated System for Breast Cancer Detection from Electronic Health Records. 302-305 - David Reifs, Gonzalo Valls, Marta Casals, Ramón Reig Bolaño:
New Superpixels for Chronic Ulcers Segmentation. 306-311 - Cecilio Angulo, Juan Antonio Ortega, Luis González Abril:
Towards a Healthcare Digital Twin. 312-315 - Alejandro Platas-López, Alejandro Guerra-Hernández, Federico Cecconi, Mario Paolucci, Francisco Grimaldo:
Micro-Foundations of Macroeconomic Dynamics: The Agent-Based BAM Model. 319-328 - Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés:
Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing. 329-338 - Marco Jerome Gasparrini, Ricard V. Solé, Martí Sánchez-Fibla:
Individual Specialization in Multi-Task Environments with Multiagent Reinforcement Learners. 339-343 - Lledó Museros Cabedo, Ismael Sanz, Zoe Falomir, Mónica P. Buenaño, Luis González Abril:
Extracting Feeling and Life-Style Semantics from Hotel Images Using Colour Harmony. 347-355 - Saddam Abdulwahab, Hatem A. Rashwan, Najwa Sharaf, Domenec Puig:
MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network. 356-364 - Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romaní, Domenec Puig:
Mass Detection in Mammograms Using a Robust Deep Learning Model. 365-372 - Dolores María Llidó, Lledó Museros Cabedo, Ismael Sanz, Luis González Abril:
Do Color Palettes Influence Image Aesthetics? 373-380 - David Reifs, Ramón Angosto, Andrea Fernandez, Sergi Grau, Ramón Reig Bolaño:
Tissue Segmentation for Automatic Chronic Wound Assessment. 381-384 - Mohammed Jabreel, Najlaa Maaroof, Aïda Valls, Antonio Moreno:
UniSent: Universal Sentiment Analysis System for Low-Resource Languages. 387-396 - Indra Ikauniece, Venelin Kovachev, Eloi Puertas:
Spanish and Catalan Polarity Detection in Student Satisfaction Surveys. 397-406 - Manuel Gijón Agudo, Armand Vilalta Arias, Dario Garcia-Gasulla:
Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis. 407-416 - Karla Trejo, Pere Garcia, Josep Puyol-Gruart:
Metadata Generation for Multi-Text Classification in Structured Data. 417-421
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