Mostrando 10 resultados de: 60
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(13)
Advances in Intelligent Systems and Computing(8)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(3)
Communications in Computer and Information Science(3)
Sensors(3)
Área temáticas
Ciencias de la computación(27)
Métodos informáticos especiales(21)
Física aplicada(14)
Programación informática, programas, datos, seguridad(10)
Funcionamiento de bibliotecas y archivos(7)
Automatic motion segmentation via a cumulative kernel representation and spectral clustering
Conference ObjectAbstract: Dynamic or time-varying data analysis is of great interest in emerging and challenging research on aPalabras claves:Kernel spectral clustering, Motion segmentation, Time-varying data, Variable rankingAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Luis Suárez-Zambrano, O. T. Sánchez-Manosalvas, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusAngle-based model for interactive dimensionality reduction and data visualization
Conference ObjectAbstract: In recent times, an undeniable fact is that the amount of data available has increased dramaticallyPalabras claves:data visualization, Dimensionality reduction, Kernel PCA, Pairwise similarityAutores:Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Vega-Escobar L.S.Fuentes:scopusA 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 Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications
ArticleAbstract: IoT devices play a fundamental role in the machine learning (ML) application pipeline, as they collePalabras claves:computational intelligence, data analytics, data pre-processing, internet of things, Machine learning, SensorAutores:Diego Hernán Peluffo-Ordóñez, Lopez-Batista V.F., Paul D. Rosero-MontalvoFuentes:scopusA Survey of Trusted Computing Solutions Using FPGAs
ArticleAbstract: Ensuring the security and privacy of computation and data management in the cloud and edge is an evePalabras claves:CLOUD COMPUTING, Fpga, security, trusted computingAutores:Istvan Z., Paul D. Rosero-Montalvo, Wilmar HernandezFuentes:googlescopusA Survey on Security Concerns and Their Actual Solutions for using FPGAs in Cloud Computing
Conference ObjectAbstract: Nowadays, FPGAs are essential tools for hardware accelerations in Cloud computing. However, a traditPalabras claves:CLOUD COMPUTING, Fpga, Security concerns, TEE, trusted computingAutores:Paul D. Rosero-MontalvoFuentes:scopusA data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia
OtherAbstract: In this article, we introduce a data set concerning electric-power consumption-related features regiPalabras claves:Electric power consumption, forecasting, Machine learning, smart Grid, Socio-demographic dataAutores:Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Jorge Parraga-Alava, Moncayo-Nacaza J.D., Paul D. Rosero-MontalvoFuentes:googlescopusA 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:googlescopusA novel color-based data visualization approach using a circular interaction model and dimensionality reduction
Conference ObjectAbstract: Dimensionality reduction (DR) methods are able to produce low-dimensional representations of an inpuPalabras claves:data visualization, Dimensionality reduction, Interactive Interface, Pairwise similarityAutores:Ana C. Umaquinga-Criollo, Castellanos-Dominguez G., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Zenaida Castillo-MarreroFuentes:scopusDevelopments on solutions of the normalized-cut-clustering problem without eigenvectors
Conference ObjectAbstract: Normalized-cut clustering (NCC) is a benchmark graph-based approach for unsupervised data analysis.Palabras claves:Eigenvectors, Graph-based clustering, Normalized cut clustering, Quadratic formsAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, K. L. Ponce-Guevara, Leandro L. Lorente-Leyva, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopus