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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019(2)
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A classification and data visualization tool applied to human migration analysis
Conference ObjectAbstract: Nowadays, in a highly-globalized world, the understanding of causes and consequences involved in thePalabras claves:Country Classification, Country Indicator Histogram, data visualization, Migration Map, Multilayer Perceptron, Socio-economic indicatorsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A., Soria P.Fuentes:googlescopusCapacity and retrieval of a modular set of diluted attractor networks with respect to the global number of neurons
ArticleAbstract: The modularity and hierarchical structures in associative networks can replicate parallel pattern rePalabras claves:Diluted connectivity, Divide-and-conquer approach, Ensembled learning, Hopfield network, Network size, Storage capacityAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusFine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble
Conference ObjectAbstract: It is known that dividing an attractor network into a set of subnetworks whose connectivity is equivPalabras claves:Ensemble of diluted modules, Module input optimization, Overlap driven assignment, Retinal images retrieval, Structured patternsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusFingerprint Retrieval Using a Specialized Ensemble of Attractor Networks
Conference ObjectAbstract: We tested the performance of the Ensemble of Attractor Neural Networks (EANN) model for fingerprintPalabras claves:Hopfield network, Module specialization, Pattern sparseness, Storage capacity, Synaptic dilutionAutores:Carlos Dávila, Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusIncrease attractor capacity using an ensembled neural network
ArticleAbstract: This work presents an ensemble of Attractor Neural Networks (ANN) modules, that increases the patterPalabras claves:Divide-and-conquer parallelizing, Ensemble of Attractor Neural Networks, Hopfield-type network, Network wiring cost, Storage capacity, Synaptic dilutionAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusEnsemble of Attractor Networks for 2D Gesture Retrieval
Conference ObjectAbstract: This work presents an Ensemble of Attractor Neural Networks (EANN) model for gesture retrieval. 2D sPalabras claves:Gesture encoding, Hopfield network, Offline recognition, Single-stroke gestures, Storage capacity, Synaptic dilutionAutores:Carlos Dávila, Dominguez D., Jorge Luis Pérez Medina, Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:scopusEnsemble of diluted attractor networks with optimized topology for fingerprint retrieval
ArticleAbstract: The present study analyzes the retrieval capacity of an Ensemble of diluted Attractor Neural NetworkPalabras claves:Attractor neural networks, Ensemble of diluted modules, Fingerprint retrieval, Information performance metrics, Module input optimization, Module specialization, Structured patternsAutores:Dominguez D., Mario González-Rodríguez, Rodr F.B., Sanchez A.Fuentes:googlescopusSoft-computing modeling and prediction of gender equality
Conference ObjectAbstract: ITC and E-government platforms are crucial to gather and mining data in order to develop strategiesPalabras claves:Clustering, Gender Gap, Three-state attractor, Time series evolutionAutores:De Los Nietos J., Dominguez D., Garcia H., Mario González-Rodríguez, Odette Pantoja-Díaz, Sanchez A.Fuentes:googlescopusSpieldose: An interactive genetic software for assisting to music composition tasks
Conference ObjectAbstract: We describe a new software tool, called Spieldose (in English, musical box), suited to the automaticPalabras claves:Autores:Gabriela Pérez, Pantrigo J.J., Sanchez A., Virseda J.Fuentes:scopusSsd vs. Yolo for detection of outdoor urban advertising panels under multiple variabilities
ArticleAbstract: This work compares Single Shot MultiBox Detector (SSD) and You Only Look Once (YOLO) deep neural netPalabras claves:Detection metrics, Object and scene imaging variabilities, object detection, One-stage detectors, Single Shot MultiBox Detector (SSD), Urban outdoor panels, You Only Look Once (YOLO)Autores:A. D. Sappa, Moreno A.B., Morera Á., Sanchez A., Vélez J.F.Fuentes:scopus