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Combining reservoir computing and variational inference for efficient one-class learning on dynamical systems
Conference ObjectAbstract: Usually, time series acquired from some measurement in a dynamical system are the main source of infPalabras claves:Dynamical system modeling, reservoir computing, variational inferenceAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Fernando Sancho-Caparrini, Tobar F.Fuentes:googlescopusComplexity classes in models of cellular computing with membranes
ArticleAbstract: In this paper we introduce four complexity classes for cellular computing systems with membranes: thPalabras claves:Complexity classes, Membrane Computing, P systemsAutores:Fernando Sancho-Caparrini, Pérez-Jiménez M.J., Romero-Jiménez A.Fuentes:scopusAutomatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation
ArticleAbstract: Signals captured in rotating machines to obtain the status of their components can be considered asPalabras claves:Auto-encoder, Convolution, deep learning, Helical gearbox, Wavelet packetsAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Fannia Pacheco, Fernando Sancho-Caparrini, Jose Valante De Oliveira, Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusA MzScheme implementation of transition P systems
ArticleAbstract: The main goal of this paper is to present the design of an MzScheme program that allows us to simulaPalabras claves:Autores:Balbontín Noval D., Fernando Sancho-Caparrini, Pérez-Jiménez M.J.Fuentes:scopusA formalization of transition P systems
ArticleAbstract: In this paper we give a complete formalization of a new computability model of a distributed parallePalabras claves:Formal verification, Natural Computing, P systemAutores:Fernando Sancho-Caparrini, Pérez-Jiménez M.J.Fuentes:scopusA note on complexity measures for probabilistic P systems
Conference ObjectAbstract: In this paper we present a first approach to the definition of different entropy measures for probabPalabras claves:entropy, Natural Computing, P systemsAutores:Cordón-Franco A., Fernando Sancho-CaparriniFuentes:scopusA prolog simulator for deterministic P systems with active membranes
Conference ObjectAbstract: In this paper we propose a new way to represent P systems with active membranes based on Logic ProgrPalabras claves:Logic Programming, Membrane Computing, Prolog, SAT-problem, SimulationAutores:Cordón-Franco A., Fernando Sancho-Caparrini, Gutiérrez-Naranjo M.A., Pérez-Jiménez M.J.Fuentes:scopusA simulation algorithm for multienvironment probabilistic P systems: A formal verification
ArticleAbstract: Multienvironment probabilistic P systems provide a framework of specification for modeling populatioPalabras claves:Biological modeling, Formal verification, P systemsAutores:Fernando Sancho-Caparrini, Martínez-del-Amor M., Pérez-Hurtado I., Pérez-Jiménez M.J., Riscos-Núñez A.Fuentes:scopusA virtual laboratory for the study of history and cultural dynamics
ReviewAbstract: This article presents a Virtual Laboratory that enables the researcher to try hypothesis and confirmPalabras claves:Cultural Complexity, Cultural Dynamics, Multi-Agent Based Simulation, NetLogo, virtual laboratoryAutores:Fernando Sancho-Caparrini, Suárez J.L.Fuentes:scopusDecision P systems and the P≠NP conjecture
ArticleAbstract: We introduce decision P systems, which are a class of P systems with symbol-objects and external outPalabras claves:Autores:Fernando Sancho-Caparrini, Pérez-Jiménez M.J., Romero-Jiménez A.Fuentes:scopus