Mostrando 9 resultados de: 9
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Ciencias de la computación(6)
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Computer vision-based method for automatic detection of crop rows in potato fields
Conference ObjectAbstract: This work presents an adaptation and validation of a method for automatic crop row detection from imPalabras claves:Autonomous guidance, Computer Vision, Crop row detection, image segmentationAutores:Diego Hernán Peluffo-Ordóñez, Garrido Fernando, Granda P., Iván García-Santillán, Marco R. Pusdá-Chulde, Pedro Granda, Víctor Caranqui-SánchezFuentes:googlescopusA New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study
Conference ObjectAbstract: Nowadays, the implementation of embedded systems with sensors for massive data collection has becomePalabras claves:Data Analysis, Embedded Systems, sensor dataAutores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Luis Suárez-Zambrano, Pamela E. Godoy-Trujillo, Paul D. Rosero-MontalvoFuentes:scopusA new approach of service platform for water optimization in lettuce crops using wireless sensor network
Conference ObjectAbstract: Wireless sensor network is implemented and communicated with the cloud through IPv6. The entire systPalabras claves:CLOUD COMPUTING, Irrigation, PRECISION AGRICULTURE, WSNAutores:Alexandra E. Jácome-Ortega, Alexandra Jácome, Carlos Vásquez-Ayala, Diego Hernán Peluffo-Ordóñez, Edgar D. Jaramillo-Vinueza, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, Marcelo Zambrano-Vizuete, Paul D. Rosero-MontalvoFuentes:googlescopusArtificial and natural intelligence integration
Conference ObjectAbstract: The large amount of data generated by different activities -academic,scientific, business and industPalabras claves:Data Mining, Machine learning, VisualizationAutores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-OrdóñezFuentes:scopusDesign and Tests to Implement Hyperconvergence into a DataCenter: Preliminary Results
Conference ObjectAbstract: Hyperconvergence is a new technological trend that integrates and centralizes the functions of netwoPalabras claves:availability, Data Center, Hyperconvergence, ProxmoxAutores:Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, Marcelo Zambrano-Vizuete, Paul D. Rosero-Montalvo, Sandra K. Narváez-Pupiales, Santiago Meneses-NarváezFuentes:scopusOn the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Conference ObjectAbstract: This paper presents the development of a unified view of spectral clustering and unsupervised dimensPalabras claves:Dimensionality reduction, Generalized kernel formulation, Kernel PCA, Spectral clustering, Support Vector MachineAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Therón R., Xiomara P. Blanco-ValenciaFuentes:scopusIntelligence in embedded systems: Overview and applications
Conference ObjectAbstract: The use of electronic systems and devices has become widely spread and is reaching several fields asPalabras claves:Decision Making, Embedded Systems, internet of things, Machine learningAutores:Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edwin A. Rosero, Jorge A. Caraguay-Procel, José A. Pijal-Rojas, Lopez-Batista V.F., Paul D. Rosero-MontalvoFuentes:scopusInteractive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review
Conference ObjectAbstract: The Big Data analysis allows to generate knowledge based on mathematical models that surpass human cPalabras claves:BIG DATA, Business intelligence, Data Mining, Dimensionality reduction, Interactive InterfaceAutores:Ana C. Umaquinga-Criollo, Benitez-Pereira H., Diego Hernán Peluffo-Ordóñez, Pamela E. Godoy-Trujillo, Paul D. Rosero-MontalvoFuentes:scopusShort Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding
Conference ObjectAbstract: Dimensionality reduction methods aimed at preserving the data topology have shown to be suitable forPalabras claves:Dimensionality reduction, divergences, similarity, stochastic neighbor embeddingAutores:Diego Hernán Peluffo-Ordóñez, Lee J.A., Verleysen M.Fuentes:scopus