Abstract is missing.
- Predicting Wildfires in the Caribbean Using Multi-source Satellite Data and Deep LearningJosé F. Torres, S. Valencia, Francisco Martínez-Álvarez, N. Hoyos. 3-14 [doi]
- Embedded Temporal Feature Selection for Time Series Forecasting Using Deep LearningM. J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio Cortés. 15-26 [doi]
- CauSim: A Causal Learning Framework for Fine-Grained Image SimilarityHichem Debbi. 27-38 [doi]
- NOSpcimen: A First Approach to Unsupervised Discarding of Empty Photo Trap ImagesDavid de la Rosa, Antonio Álvarez, Ramón Pérez, Germán Garrote, Antonio J. Rivera, María José del Jesus, Francisco Charte. 39-51 [doi]
- Efficient Transformer for Video SummarizationTatiana Kolmakova, Ilya Makarov. 52-65 [doi]
- Driver's Condition Detection System Using Multimodal Imaging and Machine Learning AlgorithmsPaulina Leszczelowska, Maria Bollin, Karol Lempkowski, Mateusz Zak, Jacek Ruminski. 66-78 [doi]
- On-Line Authenticity Verification of a Biometric Signature Using Dynamic Time Warping Method and Neural NetworksKrzysztof Walentukiewicz, Albert Masiak, Aleksandra Galka, Justyna Jelinska, Michal Lech. 79-90 [doi]
- SlideGCN: Slightly Deep Graph Convolutional Network for Multilingual Sentiment AnalysisEl Mahdi Mercha, Houda Benbrahim, Mohammed Erradi. 91-103 [doi]
- Toward Machine's Artificial Aesthetic Perception: Could Machines Appreciate the Beauty?Mohand Tahar Soualah, Fatemeh Saveh, Kurosh Madani. 104-117 [doi]
- Detection and Visualization of User Facial ExpressionsMartyna Wojnar, Tomasz Grzejszczak, Natalia Bartosiak. 118-129 [doi]
- Offline Substitution Machine Learning Model for the Prediction of Fitness of GA-ARMLeila Hamdad, Cylia Laoufi, Rima Amirat, Karima Benatchba, Souhila Sadeg. 130-142 [doi]
- Phenotype Discrimination Based on Pressure Signals by Transfer Learning ApproachesMarina Aguilar-Moreno, Manuel Graña. 145-156 [doi]
- AATiENDe: Automatic ATtention Evaluation on a Non-invasive DeviceFélix Escalona, Francisco Gomez-Donoso, Francisco Morillas-Espejo, Monica Pina-Navarro, Luis Marquez-Carpintero, Miguel Cazorla. 157-168 [doi]
- Effective Black Box Adversarial Attack with Handcrafted KernelsPetr Dvorácek, Petr Hurtík, Petra Stevuliáková. 169-180 [doi]
- Implementation of a Neural Network for the Recognition of Emotional States by Social Robots, Using 'OhBot'Natalia Bartosiak, Adam Galuszka, Martyna Wojnar. 181-193 [doi]
- Towards a Voxelized Semantic Representation of the Workspace of Mobile RobotsAntonio-Jesús Banegas-Luna, José-Raúl Ruiz-Sarmiento, Gregorio Ambrosio-Cestero, Javier González Jiménez. 194-205 [doi]
- Intersection over Union with Smoothing for Bounding Box RegressionPetra Stevuliáková, Petr Hurtík. 206-216 [doi]
- Artificial Vision Technique to Detect and Classify Cocoa BeansLuis Zhinin-Vera, Jonathan Zhiminaicela-Cabrera, Elena Pretel, Pamela Suárez, Oscar Chang, Francesc Anton Castro, Francisco López de la Rosa. 217-228 [doi]
- Efficient Blind Image Super-ResolutionOlga Vais, Ilya Makarov. 229-240 [doi]
- LAPUSKA: Fast Image Super-Resolution via LAPlacian UpScale Knowledge AlignmentAleksei Pokoev, Ilya Makarov. 241-253 [doi]
- Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic ReviewSandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil. 254-265 [doi]
- Comparison of ANN and SVR for State of Charge Regression Evaluating EIS SpectraAndre Loechte, Jan-Ole Thranow, Felix Winters, Andreas Heller, Peter Glösekötter. 269-279 [doi]
- An Approach to Predicting Social Events via Dailies TrackingRenata Avros, Dan Lemberg, Elena V. Ravve, Zeev Volkovich. 280-291 [doi]
- Data Fusion for Prediction of Variations in Students GradesRenata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais. 292-303 [doi]
- Designing a Fault Detection System for Wind Turbine Control Monitoring Using CEPEnrique Brazález, Gregorio Díaz 0001, Hermenegilda Macià, Valentín Valero. 304-314 [doi]
- Halyomorpha Halys Detection in Orchard from UAV Images Using Convolutional Neural NetworksAlexandru Dinca, Dan Popescu 0002, Cristina Maria Pinotti, Loretta Ichim, Lorenzo Palazzetti, Nicoleta Angelescu. 315-326 [doi]
- Chemistry-Wise Augmentations for Molecule Graph Self-supervised Representation LearningEvgeniia Ondar, Ilya Makarov. 327-336 [doi]
- Machine Learning Models for Depression Detection Using the Concept of Perceived ControlProsper Azaglo, Pepijn van de Ven, Rachel M. Msetfi, John Nelson. 339-351 [doi]
- ECG Hearbeat Classification Based on Multi-scale Convolutional Neural NetworksOndrej Rozinek, Petr Dolezel. 352-363 [doi]
- Fast Convolutional Analysis of Task-Based fMRI Data for ADHD DetectionFederica Colonnese, Francecso Di Luzio, Antonello Rosato, Massimo Panella. 364-375 [doi]
- On Stability Assessment Using the WalkIT Smart RollatorManuel Fernández-Carmona, Joaquín Ballesteros, Jesús M. Gómez de Gabriel, Cristina Urdiales. 376-387 [doi]
- Data Analysis and Generation in the ENVELLINT Longitudinal Study to Determine Loss of Functionality in Elderly PeopleJohn Nelson, Jordi Ollé, Xavier Parra, Carlos Pérez-López, Oscar Macho-Pérez, Marta Arroyo-Huidobro, Andreu Català. 388-399 [doi]
- Prediction of Transportation Orders in Logistics Based on LSTM: Cargo TaxiTomasz Grzejszczak, Adam Galuszka, Jaroslaw Smieja, Marek Harasny, Maciej Zalwert. 403-410 [doi]
- X-ELM: A Fast Explainability Approach for Extreme Learning MachinesBrandon Warner, Edward R. Ratner, Amaury Lendasse. 411-422 [doi]
- Replacing Goniophotometer with Camera and U-Net with Hypercolumn Rescale BlockMarek Vajgl, Petr Hurtík. 423-434 [doi]
- Unsupervised Clustering at the Service of Automatic Anomaly Detection in Industry 4.0Dylan Molinié, Kurosh Madani, Véronique Amarger. 435-450 [doi]
- Adversarial Attacks on Leakage Detectors in Water Distribution NetworksPaul Stahlhofen, André Artelt, Luca Hermes, Barbara Hammer. 451-463 [doi]
- Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological ArtefactsRuxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean. 467-478 [doi]
- Study on Semantic Inpainting Deep Learning Models for Artefacts with Traditional MotifsCatalin Stoean, Nebojsa Bacanin, Zeev Volkovich, Leonard Ionescu, Ruxandra Stoean. 479-490 [doi]
- A Novel Approach to Jominy Profile Prediction Based on 1D Convolutional Neural Networks and Autoencoders that Supports Transfer LearningMarco Vannucci, Valentina Colla. 491-502 [doi]
- Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal ClassificationVíctor Manuel Vargas, Rafael Ayllón-Gavilán, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio. 505-516 [doi]
- Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death DonorsMarcos Rivera-Gavilán, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Briceño, César Hervás-Martínez, David Guijo-Rubio. 517-528 [doi]
- Evaluating the Performance of Explanation Methods on Ordinal Regression CNN ModelsJavier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso 0001, Pedro Antonio Gutiérrez, César Hervás-Martínez. 529-540 [doi]
- A Dictionary-Based Approach to Time Series Ordinal ClassificationRafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez. 541-552 [doi]
- Effects of Stimulus Sequences on Brain-Computer Interfaces Using Code-Modulated Visual Evoked Potentials: An Offline SimulationJordy Thielen. 555-568 [doi]
- Evaluation of Visual Parameters to Control a Visual ERP-BCI Under Single-Trial ClassificationÁlvaro Fernández-Rodríguez, Ricardo Ron-Angevin, Francisco Velasco-Álvarez, Jaime Diaz Pineda, Théodore Letouzé, Jean-Marc André. 569-579 [doi]
- Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot StudyVíctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero. 580-590 [doi]
- Gender Influence on cVEP-Based BCI PerformanceIvan Volosyak, Foluke Adepoju, Piotr Stawicki, Paul Rulffs, Atilla Cantürk, Lisa Henke. 591-602 [doi]
- Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIsEduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero. 603-614 [doi]
- Event-Based Regression with Spiking NetworksElisa Guerrero, Fernando M. Quintana, Maria De La Paz Guerrero-Lebrero. 617-628 [doi]
- Event-Based Classification of Defects in Civil Infrastructures with Artificial and Spiking Neural NetworksUdayanga K. N. G. W. Gamage, Luca Zanatta, Matteo Fumagalli 0001, Cesar Cadena 0001, Silvia Tolu. 629-640 [doi]
- SpikeBALL: Neuromorphic Dataset for Object TrackingMaria De La Paz Guerrero-Lebrero, Fernando M. Quintana, Elisa Guerrero. 641-652 [doi]
- TM-SNN: Threshold Modulated Spiking Neural Network for Multi-task LearningPaolo Gabriel Cachi, Sebastián Ventura Soto, Krzysztof J. Cios. 653-663 [doi]