| 2019 | A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors. | Mostefa Ben Naceur, Rostom Kachouri, Mohamed Akil, Rachida Saouli |
| 2019 | A Deep Ensemble Neural Network Approach to Improve Predictions of Container Inspection Volume. | Daniel Urda Muoz, Juan Jess Ruiz-Aguilar, Javier Gonzlez-Enrique, Ignacio Turias Domnguez |
| 2019 | One Dimensional Fourier Transform on Deep Learning for Industrial Welding Quality Control. | Ander Muniategui, Jon Ander del Barrio, Xabier Angulo-Vinuesa, Manuel Masenlle, Aitor Garca de la Yedra, Ramn Moreno |
| 2019 | Device-Free Passive Human Counting with Bluetooth Low Energy Beacons. | Maximilian Mnch, Frank-Michael Schleif |
| 2019 | The Influence of Human Walking Activities on the Doppler Characteristics of Non-stationary Indoor Channel Models. | Muhammad Muaaz, Ahmed Abdelgawwad, Matthias Ptzold |
| 2019 | DeepTrace: A Generic Framework for Time Series Forecasting. | Nithish B. Moudhgalya, Siddharth Divi, V. Adithya Ganesan, S. Sharan Sundar, Vineeth Vijayaraghavan |
| 2019 | An Online Tool for Unfolding Symbolic Fuzzy Logic Programs. | Gins Moreno, Jos Antonio Riaza |
| 2019 | Towards Automatic Crack Detection by Deep Learning and Active Thermography. | Ramn Moreno, Eider Gorostegui-Colinas, Pablo Lpez-de-Uralde, Ander Muniategui |
| 2019 | Infering Air Quality from Traffic Data Using Transferable Neural Network Models. | Miguel A. Molina-Cabello, Benjamin N. Passow, Enrique Domnguez, David A. Elizondo, Jolanta Obszynska |
| 2019 | Optimization of Convolutional Neural Network Ensemble Classifiers by Genetic Algorithms. | Miguel A. Molina-Cabello, Cristian Accino, Ezequiel Lpez-Rubio, Karl Thurnhofer-Hemsi |
| 2019 | Scale-Space Theory, F-transform Kernels and CNN Realization. | Vojtech Molek, Irina Perfilieva |
| 2019 | Ensemble Transfer Learning Framework for Vessel Size Estimation from 2D Images. | Mario Milicevic, Krunoslav Zubrinic, Ivan Grbavac, Ana Keselj |
| 2019 | A Deeper Look into 'Deep Learning of Aftershock Patterns Following Large Earthquakes': Illustrating First Principles in Neural Network Physical Interpretability. | Arnaud Mignan, Marco Broccardo |
| 2019 | OnMLM: An Online Formulation for the Minimal Learning Machine. | Alan L. S. Matias, Csar L. C. Mattos, Tommi Krkkinen, Joo P. P. Gomes, Ajalmar R. da Rocha Neto |
| 2019 | Automatic Time Series Forecasting with GRNN: A Comparison with Other Models. | Francisco Martnez, Francisco Charte, Antonio J. Rivera, Mara Pilar Fras |
| 2019 | Link Prediction Regression for Weighted Co-authorship Networks. | Ilya Makarov, Olga Gerasimova |
| 2019 | The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs. | Carlos A. Loza, Jos C. Prncipe |
| 2019 | Ro-Ro Freight Forecasting Based on an ANN-SVR Hybrid Approach. Case of the Strait of Gibraltar. | Jos Antonio Moscoso Lpez, Juan Jess Ruiz-Aguilar, Daniel Urda, Javier Gonzlez-Enrique, Ignacio Jos Turias |
| 2019 | A Transfer-Learning Approach to Feature Extraction from Cancer Transcriptomes with Deep Autoencoders. | Guillermo Lpez-Garca, Jos M. Jerez, Leonardo Franco, Francisco J. Veredas |
| 2019 | Convolutional Neural Networks and Feature Selection for BCI with Multiresolution Analysis. | Javier Len, Julio Ortega, Andrs Ortiz |
| 2019 | A Clinical Decision Support System to Help the Interpretation of Laboratory Results and to Elaborate a Clinical Diagnosis in Blood Coagulation Domain. | Francois Lasson, Alban Paul Delamarre, Pascal Redou, Cdric Buche |
| 2019 | Validation of Unimodal Non-Gaussian Clusters. | Luis Fernando Lago-Fernndez, Jess Aragn, Manuel A. Snchez-Montas |
| 2019 | Estimating Supervisor Set Using Machine Learning and Optimal Control. | Konrad Kosmatka, Andrzej Nowakowski |
| 2019 | Failure Diagnosis of Wind Turbine Bearing Using Feature Extraction and a Neuro-Fuzzy Inference System (ANFIS). | Mojtaba Kordestani, Milad Rezamand, Rupp Carriveau, David S. K. Ting, Mehrdad Saif |
| 2019 | Using Boolean- and Self-Enforcing-Networks for Mathematical E-Tutorial Systems. | Christina Klver, Jrgen Klver |