| 2025 | IWANN | Improving PV Power Prediction Based on GRU and Meteorological Factors. | Myriam Cumbajn, Ruxandra Stoean, Jos A. Aguado, Gonzalo Joya |
| 2022 | SYNASC | On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs. | Catalin Stoean, Nebojsa Bacanin, Ruxandra Stoean, Leonard Ionescu, Cristian Daniel Alecsa, Mircea Hotoleanu, Miguel A. Atencia Ruiz, Gonzalo Joya |
| 2021 | IWANN | A Convolutional Neural Network as a Proxy for the XRF Approximation of the Chemical Composition of Archaeological Artefacts in the Presence of Inter-microscope Variability. | Catalin Stoean, Leonard Ionescu, Ruxandra Stoean, Marinela Boicea, Miguel A. Atencia Ruiz, Gonzalo Joya |
| 2021 | IWANN | Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound. | Ruxandra Stoean, Dominic Iliescu, Catalin Stoean, Vlad Ilie, Ciprian Patru, Mircea Hotoleanu, Rodica Nagy, Dan Ruican, Rares Trocan, Andreea Marcu, Miguel A. Atencia Ruiz, Gonzalo Joya |
| 2021 | KES | A Deep Learning-based Surrogate for the XRF Approximation of Elemental Composition within Archaeological Artefacts before Restoration. | Ruxandra Stoean, Leonard Ionescu, Catalin Stoean, Marinela Boicea, Miguel A. Atencia Ruiz, Gonzalo Joya |
| 2020 | ICANN | Time Series Clustering with Deep Reservoir Computing. | Miguel A. Atencia Ruiz, Claudio Gallicchio, Gonzalo Joya, Alessio Micheli |
| 2019 | IWANN | Dynamic Clustering of Time Series with Echo State Networks. | Miguel A. Atencia Ruiz, Catalin Stoean, Ruxandra Stoean, Roberto Rodrguez-Labrada, Gonzalo Joya |
| 2019 | IWANN | Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2. | Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-Garca, Rodolfo Garca-Bermdez, Miguel A. Atencia Ruiz, Francisco Garca-Lagos, Lus Velzquez Prez, Gonzalo Joya |
| 2019 | IWANN | Convolutional Neural Network Learning Versus Traditional Segmentation for the Approximation of the Degree of Defective Surface in Titanium for Implantable Medical Devices. | Ruxandra Stoean, Catalin Stoean, Adriana Samide, Gonzalo Joya |
| 2019 | IWANN | Searching the Shortest Pair of Edge-Disjoint Paths in a Communication Network. A Fuzzy Approach. | Lissette Valds, Alfonso Ariza, Sira Mara Allende, Gonzalo Joya |
| 2017 | IWANN | Uncertainty Analysis of ANN Based Spectral Analysis Using Monte Carlo Method. | Jos Ramn Salinas, Francisco Garca-Lagos, Javier Daz de Aguilar, Gonzalo Joya, Francisco Sandoval |
| 2013 | IWANN | Study of Alternative Strategies to Selection of Peer in P2P Wireless Mesh Networks. | Lissette Valds, Alfonso Ariza, Sira M. Allende, Rubn Parada, Gonzalo Joya |