Miguel A. Atencia Ruiz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
6
Active years
1997–2023
Best venue rank
National
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | IWANN | Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts. | Ruxandra Stoean, Patricio Garca Bez, Carmen Paz Surez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean |
| 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 |
| 2018 | ESANN | Non-negative Matrix Factorization for Medical Imaging. | Miguel A. Atencia Ruiz, Ruxandra Stoean |
| 2017 | IWANN | Architecture for Neurological Coordination Tests Implementation. | Michel Velzquez-Mario, Miguel A. Atencia Ruiz, Rodolfo Garca-Bermdez, Francisco Sandoval, Daniel Pupo-Ricardo |
| 2015 | IJCNN | Hopfield networks: from optimization to adaptive control. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2015 | IWANN | Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment. | Michel Velzquez-Mario, Miguel A. Atencia Ruiz, Rodolfo Garca-Bermdez, Daniel Pupo-Ricardo, Roberto Becerra-Garca, Lus Velzquez Prez, Francisco Sandoval |
| 2013 | IWANN | Numerical Implementation of Gradient Algorithms. | Miguel A. Atencia Ruiz, Yadira Hernndez, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2011 | ESANN | Statistical properties of the 'Hopfield estimator' of dynamical systems. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2011 | IWANN | Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2009 | IWANN | System Identification of Dengue Fever Epidemics in Cuba. | Esther Garca-Garaluz, Miguel A. Atencia Ruiz, Francisco Garca-Lagos, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2009 | IWANN | Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM). | Madalina Olteanu, Esther Garca-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2007 | ICANN | Fixed Points of the Abe Formulation of Stochastic Hopfield Networks. | Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2007 | IWANN | Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Esther Garca-Garaluz, Hctor de Arazoza, Francisco Sandoval Hernndez |
| 2005 | ESANN | Stochastic analysis of the Abe formulation of Hopfield networks. | Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs |
| 2005 | ESANN | Two or three things that we (intend to) know about Hopfield and Tank networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2005 | IWANN | FPGA Implementation of Hopfield Networks for Systems Identification. | Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2003 | IWANN | A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. | Jos M. Jerez-Aragons, Miguel A. Atencia Ruiz, Francisco J. Vico, Enrique Domnguez |
| 2003 | IWANN | Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2003 | IWANN | Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2002 | ICANN | Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2001 | ESANN | Numerical implementation of continuous Hopfield networks for optimization. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 1997 | IWANN | Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results. | Gonzalo Joya Caparrs, Miguel A. Atencia Ruiz, Francisco Sandoval Hernndez |