Abstract is missing.
- A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function TheoryFares Grina, Zied Elouedi, Eric Lefevre. 3-11 [doi]
- Multi-agent Based Manifold DenoisingMohammad Mohammadi, Kerstin Bunte. 12-24 [doi]
- A Novel Evaluation Metric for Synthetic Data GenerationAndrea Galloni, Imre Lendák, Tomás Horváth. 25-34 [doi]
- Data Pre-processing and Data Generation in the Student Flow Case StudyLuís Cavique, Paulo Pombinho, Antonio J. Tallón-Ballesteros, Luís Correia. 35-43 [doi]
- Enhanced Credit Prediction Using Artificial DataPeter Mitic, James Cooper. 44-53 [doi]
- Data Generation Using Gene Expression GeneratorZakarya Farou, Noureddine Mouhoub, Tomás Horváth. 54-65 [doi]
- Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm SelectionIlya Sahipov, Alexey Zabashta, Andrey Filchenkov. 66-75 [doi]
- Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion SearchEneko Osaba, Javier Del Ser, Xabier Jubeto, Andrés Iglesias 0001, Iztok Fister Jr., Akemi Gálvez, Iztok Fister 0001. 79-91 [doi]
- An Intelligent Procedure for the Methodology of Energy Consumption in Industrial EnvironmentsIzaskun Mendia, Sergio Gil-Lopez, Javier Del Ser, Iñaki Grau, Adelaida Lejarazu, Erik Maqueda, Eugenio Perea. 92-103 [doi]
- Unified Performance Measure for Binary Classification ProblemsAna R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz. 104-112 [doi]
- Data Augmentation for Industrial Prognosis Using Generative Adversarial NetworksPatxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra. 113-122 [doi]
- A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna DesignPedro B. Santos, Marcello C. Melo, Everaldo Faustino Jr., Arismar Cerqueira S. Jr., Carmelo J. A. Bastos Filho. 123-134 [doi]
- Cloud Type Identification Using Data Fusion and Ensemble LearningJavier Huertas-Tato, Alejandro Martín, David Camacho. 137-147 [doi]
- Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather ReportsNéstor Jiménez-Campfens, Adrián Colomer, Javier Núñez, Juan M. Mogollón, Antonio L. Rodríguez, Valery Naranjo. 148-155 [doi]
- Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT ImagesGabriel García, Adrián Colomer, Valery Naranjo. 156-164 [doi]
- Video Semantics Quality Assessment Using Deep LearningRui M. Jesus, Bárbara Silveira, Nuno Correia 0001. 165-172 [doi]
- A Deep Learning Approach for Intelligent Cockpits: Learning Drivers RoutinesCarlos Fernandes, Flora Ferreira, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho. 173-183 [doi]
- Predicting Recurring Telecommunications Customer Support Problems Using Deep LearningVítor Castro, Carlos Pereira, Victor Alves. 184-193 [doi]
- Pre- and Post-processing on Generative Adversarial Networks for Old Photos Restoration: A Case StudyRobinson Paspuel, Marcelo Barba, Bryan Jami, Lorena Guachi-Guachi. 194-201 [doi]
- On Analysing Similarity Knowledge Transfer by EnsemblesDanilo Pereira, Flávio Arthur O. Santos, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir. 202-210 [doi]
- Social Network Recommender System, A Neural Network ApproachAlberto Rivas, Pablo Chamoso, Alfonso González-Briones, Juan Pavón, Juan M. Corchado. 213-222 [doi]
- Exploring Multi-objective Cellular Genetic Algorithms in Community Detection ProblemsMartín Pedemonte, Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho. 223-235 [doi]
- Under-Actuation Modelling in Robotic Hands via Neural Networks for Sign Language Representation with End-User ValidationJennifer J. Gago, Bartek Lukawski, Juan G. Victores, Carlos Balaguer. 239-251 [doi]
- Exploratory Data Analysis of Wind and Waves for Floating Wind Turbines in Santa María, CaliforniaMontserrat Sacie, Rafael López, Matilde Santos. 252-259 [doi]
- Wind Turbine Pitch Control First Approach Based on Reinforcement LearningJ. Enrique Sierra-García, Matilde Santos. 260-268 [doi]
- Intelligent Fuzzy Optimized Control for Energy Extraction in Large Wind TurbinesCarlos Serrano-Barreto, Matilde Santos. 269-276 [doi]
- Autoencoder Latent Space Influence on IoT MQTT Attack ClassificationMaría Teresa García-Ordás, Jose Aveleira-Mata, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón. 279-286 [doi]
- A Recommendation System of Nutrition and Physical Activity for Patients with Type 2 Diabetes MellitusJoão Godinho, Sara Batista, Diogo Martinho, Luís Conceição. 287-297 [doi]
- A Comparative Analysis Between Crisp and Fuzzy Data Clustering Approaches for Traditional and Bioinspired AlgorithmsAmanda Coradini, Alexandre Szabo. 298-308 [doi]
- Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like EthicsNicolás F. Lori, Diana Ferreira, Victor Alves, José Machado 0001. 309-321 [doi]
- Anticipating Maintenance in Telecom Installation ProcessesDiana Costa, Carlos Pereira, Hugo Peixoto, José Machado 0001. 322-334 [doi]
- Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-FineSamin Payrosangari, Afshin Sadeghi, Damien Graux, Jens Lehmann 0001. 335-347 [doi]
- Stateful Optimization in Federated Learning of Neural NetworksPéter Kiss, Tomás Horváth, Vukasin Felbab. 348-355 [doi]
- Talking in Italian About AI with a Chatbot: A Prototype of a Question-Answering AgentChiara Leoni, Mauro Coccoli, Ilaria Torre 0001, Gianni Vercelli. 356-367 [doi]
- Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic DataAna Coimbra, Cristiana Neto, Diana Ferreira, Júlio Duarte, Daniela Oliveira, Francini Hak, Filipe Gonçalves, Joaquim Fonseca, Nicolas Lori, António Abelha, José Machado 0001. 368-376 [doi]
- Intellectual Properties of Artificial Creativity: Dismantling Originality in European's Legal FrameworkBeatriz Assunção Ribeiro. 379-389 [doi]
- Network Analysis for Fraud Detection in Portuguese Public ProcurementDavide Carneiro, Patrícia Veloso, André Ventura, Guilherme Palumbo, João Costa. 390-401 [doi]
- Biased Language Detection in Court DecisionsAlexandra Guedes Pinto, Henrique Lopes Cardoso, Isabel Margarida Duarte, Catarina Vaz Warrot, Rui Sousa-Silva. 402-410 [doi]
- A One-by-One Method for Community Detection in Attributed NetworksSoroosh Shalileh, Boris G. Mirkin. 413-422 [doi]
- A Hybrid Approach to the Analysis of a Collection of Research PapersBoris G. Mirkin, Dmitry Frolov, Alex Vlasov, Susana Nascimento, Trevor I. Fenner. 423-433 [doi]
- Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST ImagesSusana Nascimento, Sayed Mateen, Paulo Relvas. 434-443 [doi]
- Time Series Clustering for Knowledge Discovery on Metal Additive ManufacturingMarta Aramburu-Zabala, Simona Masurtschak, Ramón Moreno, Jeremy Jean-Jean, Angela Veiga. 447-455 [doi]
- Quaternion Neural Networks: State-of-the-Art and Research ChallengesDavid García-Retuerta, Roberto Casado-Vara, Ángel Martín del Rey, Fernando de la Prieta, Javier Prieto, Juan M. Corchado. 456-467 [doi]
- A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security PurposesJosé Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle. 468-476 [doi]
- A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class ClassifierEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, José Luís Calvo-Rolle. 477-484 [doi]
- A Deep Metric Neural Network with Disentangled Representation for Detecting Smartphone Glass DefectsGwang-Myong Go, Seok-Jun Bu, Sung-Bae Cho. 485-494 [doi]
- Improving Performance of Recommendation System ArchitectureGil Cunha, Hugo Peixoto, José Machado 0001. 495-506 [doi]
- Automated Learning of In-vehicle Noise Representation with Triplet-Loss Embedded Convolutional Beamforming NetworkSeok-Jun Bu, Sung-Bae Cho. 507-515 [doi]
- Sequence Mining for Automatic Generation of Software Tests from GUI Event TracesAlberto Oliveira, Ricardo Freitas, Alípio Jorge, Vítor Amorim, Nuno Moniz, Ana C. R. Paiva, Paulo J. Azevedo. 516-523 [doi]
- Deep Learning Based Algorithms for Welding Edge Points DetectionAnder Muniategui, Jon Ander del Barrio, Xabier Zurutuza, Xabier Angulo, Iñaki Silanes, Uxue Irastorza, Aitor García de la Yedra, Ramón Moreno. 524-532 [doi]
- Detecting Performance Anomalies in the Multi-component Software a Collaborative RobotHéctor Quintián, Esteban Jove, José Luís Calvo-Rolle, Nuño Basurto, Carlos Cambra, Álvaro Herrero, Emilio Corchado. 533-540 [doi]
- Prediction of Small-Wind Turbine Performance from Time Series Modelling Using Intelligent TechniquesSantiago Porras, Esteban Jove, Bruno Baruque, José Luís Calvo-Rolle. 541-548 [doi]
- Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual DataTiago Jesus, Júlio Duarte, Diana Ferreira, Dalila Durães, Francisco Supino Marcondes, Flávio Santos, Marco Gomes 0002, Paulo Novais, Filipe Gonçalves, Joaquim Fonseca, Nicolas Lori, António Abelha, José Machado 0001. 549-560 [doi]
- Atmospheric Tomography Using Convolutional Neural NetworksCarlos González-Gutiérrez, O. Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez. 561-569 [doi]
- Workshop on Machine Learning in Smart MobilitySara Ferreira, Henrique Lopes Cardoso, Rosaldo J. F. Rossetti. 573-574 [doi]
- Driver Monitoring System Based on CNN Models: An Approach for Attention Level DetectionMyriam Elizabeth Vaca Recalde, Joshué Pérez, Javier Echanobe. 575-583 [doi]
- Road Patterns Identification and Risk Analysis Based on Machine Learning Framework: Powered Two-Wheelers CaseMilad Leyli-Abadi, Abderrahmane Boubezoul, Stéphane Espié. 584-593 [doi]
- Towards Predicting Pedestrian Paths: Identifying Surroundings from Monocular VideoJosé Aleixo Cruz, Thiago R. P. M. Rúbio, João Jacob, Daniel Garrido, Henrique Lopes Cardoso, Daniel Castro Silva, Rui Amaral Rodrigues. 594-601 [doi]
- A Semi-automatic Object Identification Technique Combining Computer Vision and Deep Learning for the Crosswalk Detection ProblemThiago R. P. M. Rúbio, José Aleixo Cruz, João Jacob, Daniel Garrido, Henrique Lopes Cardoso, Daniel Castro Silva, Rui Amaral Rodrigues. 602-609 [doi]
- Using Deep Learning to Construct a Real-Time Road Safety Model; Modelling the Personal Attributes for CyclistFaheem Ahmed Malik, Laurent Dala, Krishna Busawon. 610-619 [doi]