| 2019 | An Efficient Framework to Detect and Avoid Driver Sleepiness Based on YOLO with Haar Cascades and an Intelligent Agent. | Belmekki Ghizlene, Zoulikha Mekkakia, Hctor Pomares |
| 2019 | Echo State Networks with Artificial Astrocytes and Hebbian Connections. | Peter Gergel, Igor Farkas |
| 2019 | A Comparison of cVEP-Based BCI-Performance Between Different Age Groups. | Felix Gembler, Piotr Stawicki, Aya Rezeika, Ivan Volosyak |
| 2019 | Is Stress State an Important Factor in the BCI-P300 Speller Performance? | Liliana Garca, Maud Zak, Celestin Grenier, Solene Hanrio, Dorine Henry, Romain Randriamanantena, Catherine Semal, Jean-Marc Andr, Vronique Lespinet-Najib, Ricardo Ron-Angevin |
| 2019 | Richness of Deep Echo State Network Dynamics. | Claudio Gallicchio, Alessio Micheli |
| 2019 | Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye Movements with Cameras in Smart Glasses. | Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg |
| 2019 | Preliminary Results Using a P300 Brain-Computer Interface Speller: A Possible Interaction Effect Between Presentation Paradigm and Set of Stimuli. | lvaro Fernndez-Rodrguez, Mara Teresa Medina-Juli, Francisco Velasco-lvarez, Ricardo Ron-Angevin |
| 2019 | The Frequent Complete Subgraphs in the Human Connectome. | Mt Fellner, Blint Varga, Vince Grolmusz |
| 2019 | Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification. | Juan Jos Escobar, Julio Ortega, Miguel Damas, Rukiye Savran Kiziltepe, John Q. Gan |
| 2019 | The Problems of Selecting Problems. | Alberto de la Encina, Natalia Lpez, Ismael Rodrguez, Fernando Rubio |
| 2019 | Detection of Cancerous Lesions with Neural Networks. | Hassan El-Khatib, Dan Popescu, Loretta Ichim |
| 2019 | Attention-Based Recurrent Neural Networks (RNNs) for Short Text Classification: An Application in Public Health Monitoring. | Oduwa Edo-Osagie, Iain Lake, Obaghe Edeghere, Beatriz de la Iglesia |
| 2019 | Improving Randomized Learning of Feedforward Neural Networks by Appropriate Generation of Random Parameters. | Grzegorz Dudek |
| 2019 | A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission Data. | Alessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai |
| 2019 | On Possibilities of Human Head Detection for Person Flow Monitoring System. | Petr Dolezel, Dominik Stursa, Pavel Skrabanek |
| 2019 | An Intelligent System Integrating CEP and Colored Petri Nets for Helping in Decision Making About Pollution Scenarios. | Gregorio Daz, Enrique Brazlez, Hermenegilda Maci, Juan Boubeta-Puig, Valentn Valero |
| 2019 | Multi-mother Wavelet Neural Network Training Using Genetic Algorithm-Based Approach to Optimize and Improves the Robustness of Gradient-Descent Algorithms: 3D Mesh Deformation Application. | Naziha Dhibi, Chokri Ben Amar |
| 2019 | Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off. | Oscar Dniz, Noelia Vllez, Gloria Bueno Garca |
| 2019 | Visual Disambiguation of Prepositional Phrase Attachments: Multimodal Machine Learning for Syntactic Analysis Correction. | Sebastien Delecraz, Leonor Becerra-Bonache, Alexis Nasr, Frdric Bchet, Benot Favre |
| 2019 | About Filter Criteria for Feature Selection in Regression. | Alexandra Degeest, Michel Verleysen, Benot Frnay |
| 2019 | Ensemble of Attractor Networks for 2D Gesture Retrieval. | Carlos Dvila, Mario Gonzlez, Jorge Luis Prez-Medina, David Dominguez, ngel Snchez, Francisco B. Rodrguez |
| 2019 | Using Artificial Neural Networks for Recovering the Value-of-Travel-Time Distribution. | Sander van Cranenburgh, Marco Kouwenhoven |
| 2019 | Anomaly Detection for Bivariate Signals. | Marie Cottrell, Cynthia Faure, Jrme Lacaille, Madalina Olteanu |
| 2019 | A Fixed-Size Pruning Approach for Optimum-Path Forest. | Leonardo da Silva Costa, Gabriel Santos Barbosa, Ajalmar Rgo da Rocha Neto |
| 2019 | Investigating the Effectiveness of Mutation Testing Tools in the Context of Deep Neural Networks. | Nour Chetouane, Lorenz Klampfl, Franz Wotawa |