Gonzalo Joya

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Unsupervised Learning

Top Venues

Neural Comput. Appl.

Publications

Catalin Stoean, Nebojsa Bacanin, Ruxandra Stoean, Leonard Ionescu, Cristian Alecsa, Mircea Hotoleanu, Miguel A. Atencia Ruiz, Gonzalo Joya
On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs. SYNASC (2022)
Catalin Stoean, Leonard Ionescu, Ruxandra Stoean, Marinela Boicea, Miguel Atencia, Gonzalo Joya
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. IWANN (2) (2021)
Ruxandra Stoean, Dominic Iliescu, Catalin Stoean, Vlad Ilie, Ciprian Patru, Mircea Hotoleanu, Rodica Nagy, Dan Ruican, Rares Trocan, Andreea Marcu, Miguel Atencia, Gonzalo Joya
Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound. IWANN (1) (2021)
Ruxandra Stoean, Leonard Ionescu, Catalin Stoean, Marinela Boicea, Miguel Atencia, Gonzalo Joya
A Deep Learning-based Surrogate for the XRF Approximation of Elemental Composition within Archaeological Artefacts before Restoration. KES (2021)
Lissette Valdés, Alfonso Ariza, Sira M. Allende, Alicia Triviño, Gonzalo Joya
Search of the Shortest Path in a Communication Network with Fuzzy Cost Functions. Symmetry 13 (8) (2021)
Roberto Becerra-García, Rodolfo García-Bermúdez, Gonzalo Joya
Differentiation of Saccadic Eye Movement Signals. Sensors 21 (15) (2021)
José Ramón Salinas, Francisco García-Lagos, Javier Díaz de Aguilar, Gonzalo Joya, Francisco Sandoval
Monte Carlo uncertainty analysis of an ANN-based spectral analysis method. Neural Comput. Appl. 32 (2) (2020)
Catalin Stoean, Ruxandra Stoean, Miguel A. Atencia Ruiz, Moloud Abdar, Luís Velázquez Pérez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Gonzalo Joya
Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals. Sensors 20 (11) (2020)
Miguel A. Atencia Ruiz, Gonzalo Joya, Francisco García-Lagos
Advances in computational intelligence. Neural Comput. Appl. 32 (2) (2020)
Miguel A. Atencia Ruiz, Claudio Gallicchio, Gonzalo Joya, Alessio Micheli
Time Series Clustering with Deep Reservoir Computing. ICANN (2) (2020)
Ruxandra Stoean, Catalin Stoean, Adriana Samide, Gonzalo Joya
Convolutional Neural Network Learning Versus Traditional Segmentation for the Approximation of the Degree of Defective Surface in Titanium for Implantable Medical Devices. IWANN (1) (2019)
Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Miguel A. Atencia Ruiz, Francisco García-Lagos, Luís Velázquez Pérez, Gonzalo Joya
Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2. IWANN (2) (2019)
Miguel A. Atencia Ruiz, Catalin Stoean, Ruxandra Stoean, Roberto Rodríguez-Labrada, Gonzalo Joya
Dynamic Clustering of Time Series with Echo State Networks. IWANN (2) (2019)
Lissette Valdés, Alfonso Ariza, Sira María Allende, Gonzalo Joya
Searching the Shortest Pair of Edge-Disjoint Paths in a Communication Network. A Fuzzy Approach. IWANN (2) (2019)
José Ramón Salinas, Francisco García-Lagos, Javier Díaz de Aguilar, Gonzalo Joya, Francisco Sandoval
Uncertainty Analysis of ANN Based Spectral Analysis Using Monte Carlo Method. IWANN (1) (2017)
Lissette Valdés, Soraya Montesinos, Alfonso Ariza, Sira M. Allende, Gonzalo Joya
Peer selection in P2P wireless mesh networks: comparison of different strategies. Soft Comput. 19 (9) (2015)
Lissette Valdés, Alfonso Ariza, Sira M. Allende, Rubén Parada, Gonzalo Joya
Study of Alternative Strategies to Selection of Peer in P2P Wireless Mesh Networks. IWANN (1) (2013)