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Studies in Computational Intelligence(2)
Advances in Intelligent Systems and Computing(1)
Proceedings of the International Joint Conference on Neural Networks(1)
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Finding patterns in labeled graphs using spectrum feature vectors in a SOM network
Conference ObjectAbstract: Knowledge discovery in structured databases is very important nowadays. In the last years, graph-basPalabras claves:Autores:Gomez-Gil P., González J.A., Olmos I., Rigoberto Fonseca-DelgadoFuentes:googlescopusModeling diversity in ensembles for time-series prediction based on self-organizing maps
Conference ObjectAbstract: A Self Organizing Map (SOM) projects high-dimensional feature vectors onto a low-dimensional space.Palabras claves:Autores:Gomez-Gil P., Rigoberto Fonseca-DelgadoFuentes:googlescopusLong-term prediction of a sine function using a LSTM neural network
Book PartAbstract: In the past years, efforts have been made to improve the efficiency of long-term time series forecasPalabras claves:long short-Term memory, Long-term pbkp_rediction, Recurrent neural networks, TIME SERIESAutores:Alarcón-Aquino V., Gomez-Gil P., Jiménez-Guarneros M., Ramírez-Cortés M., Rigoberto Fonseca-DelgadoFuentes:googlescopusTemporal validated meta-learning for long-term forecasting of chaotic time series using Monte Carlo cross-validation
ArticleAbstract: Forecasting long-term values of chaotic time series is a difficult task, but it is required in severPalabras claves:Autores:Gomez-Gil P., Rigoberto Fonseca-DelgadoFuentes:googlescopus