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Comparative analysis of supervised learning algorithms for the detection of falls
ArticleAbstract: The nature and conditions of the elderly make it prone to diseases and situations where their physicPalabras claves:Accelerometer, ANN, Naïve Bayes, Pearson matrix, SVMAutores:David Fernando Pozo Espín, Luis Morales Morales, Santiago Solórzano, Villalonga C.Fuentes:scopusAn automatic merge technique to improve the clustering quality performed by LAMDA
ArticleAbstract: Clustering is a research challenge focused on discovering knowledge from data samples whose goal isPalabras claves:Automatic merging, Clustering, LAMDA, unsupervised learningAutores:José Lisandro Aguilar Castro, Luis Morales MoralesFuentes:googlescopusAn evolutionary intelligent approach for the LTI systems identification in continuous time
Conference ObjectAbstract: Identification and modeling of systems are the first stage for development and design of controllersPalabras claves:Genetic Algorithms, Particle Swarm Optimization, system identification, System modelingAutores:Danilo Chavez. Orcid, José Lisandro Aguilar Castro, Luis Morales Morales, Oscar E. CamachoFuentes:googlescopusAn experimental comparative analysis among different classifiers applied to identify hand movements based on sEMG
Conference ObjectAbstract: This paper presents a comparative analysis among different methods of classifiers such as: FeedforwaPalabras claves:Classifiers, EMG, FFN, Lda, NBC, SVMAutores:David Fernando Pozo Espín, Luis Morales MoralesFuentes:googlescopusAn intelligent controller based on LAMDA
Conference ObjectAbstract: In this paper, a new intelligent controller, which is based on the machine learning algorithm calledPalabras claves:Adequacy degree, Intelligent controller, LAMDAAutores:Andrés Rosales, Danilo Chavez. Orcid, De Mesa J.G., José Lisandro Aguilar Castro, Luis Morales MoralesFuentes:googlescopusAn intelligent sliding mode controller based on LAMDA for a class of SISO uncertain systems
ArticleAbstract: This paper presents a new intelligent sliding mode controller based on LAMDA (Learning Algorithm forPalabras claves:Intelligent Control, LAMDA, Nonlinear systems, SMCAutores:Andrés Rosales, José Lisandro Aguilar Castro, Luis Morales Morales, Oscar E. CamachoFuentes:googlescopus3D reconstruction technologies for using in dangerous environments with lack of light: A comparative analysis
ArticleAbstract: In this paper is presented a comparison of 3D reconstruction technologies focused in its applicationPalabras claves:3D reconstruction, KINECT V2, Lidar, ZEDAutores:André Torres, David Fernando Pozo Espín, David Ponce, Kevin Jaramillo, Luis Morales MoralesFuentes:scopusA Fuzzy Sliding-Mode Control based on Z-Numbers and LAMDA
ArticleAbstract: Z-Numbers is a recent concept related to fuzzy logic where the restriction and reliability criteriaPalabras claves:Adaptation models, Computational modeling, Control systems, Fuzzy Control, Intelligent Control, LAMDA, Proposals, reliability, robustness, UNCERTAINTY, Vehicle dynamics, Z-numbersAutores:Aguilar J., Andrés Rosales, David Fernando Pozo Espín, Luis Morales MoralesFuentes:scopusA MATLAB-Based Tool for 3D Reconstruction Technologies for Indoor and Outdoor Environments
Conference ObjectAbstract: This paper presents a 3D-Reconstruction MATLAB-based tool for indoor and outdoor environments usingPalabras claves:3D-reconstruction, Kinect v1, KINECT V2, matlab, ZED 2K stereo cameraAutores:David Fernando Pozo Espín, David Ponce, Kevin Jaramillo, Luis Morales MoralesFuentes:scopusA Novel Methodology to obtain Optimal PI Controller Gains using Multi-gene Genetic Programming for FOPTD Systems
Conference ObjectAbstract: This paper presents a novel method for tuning a PI controller for a first-order plus time delay (FOPPalabras claves:first order System, GP, MGGP, psoAutores:Aguilar J., David Fernando Pozo Espín, Diego Maldonado Andrade, Luis Morales MoralesFuentes:googlescopus