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Advances in Science, Technology and Engineering Systems(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2021 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2021(1)
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Métodos informáticos especiales(7)
Ciencias de la computación(4)
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A 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 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:scopusGreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial)
Conference ObjectAbstract: This work shows the use of Big Data and Data Mining techniques on vegetable crops data from a greenhPalabras claves:BIG DATA, data analytics, Data Mining, KDD, PRECISION AGRICULTUREAutores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, J. A. Palacios-Echeverria, K. L. Ponce-Guevara, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:scopusEfficient Lightweight Cryptography Algorithm in IoT Devices with Real-time Criteria
Conference ObjectAbstract: Cryptographic algorithms are used to ensure the communication channel between the transmitter and rePalabras claves:Computer Network Security, Cryptography, Embedded Systems, internet of thingsAutores:Paul D. Rosero-Montalvo, Vanessa Alvear-PuertasFuentes:scopusDimensionality reduction for interactive data visualization via a Geo-Desic approach
Conference ObjectAbstract: This work presents a dimensionality reduction (DR) framework that enables users to perform either thPalabras claves:controllability, data information, data visualization, Dimensionality reduction, intelligible data, INTERACTION, INTERFACEAutores:Alvarado-PÉrez J.C., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Hernán Mauricio Domínguez-Limaico, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Therón R.Fuentes:googlescopusHuman sit down position detection using data classification and dimensionality reduction
ArticleAbstract: The analysis of human sit down position is a research area allows for preventing health physical proPalabras claves:chair position, Embedded System, Knn, PCaAutores:Daniel Jaramillo, Diego Hernán Peluffo-Ordóñez, Lopez M., Paul D. Rosero-Montalvo, Stefany C. Flores, STEFANY CRISTINA FLORES ARMAS, Vanessa Alvear-PuertasFuentes:googlescopusInteractive 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:scopusIntroducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization
Conference ObjectAbstract: This letter formally introduces the concept of interaction model (IM), which has been used either diPalabras claves:data visualization, Dimensionality reduction, Interaction model, Kernel functionsAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Hasperué W., I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, MacArthur Ortega-Bustamante, Martín Vélez-Falconí, Paul D. Rosero-MontalvoFuentes:scopusTwo novel clustering performance measures based on coherence and relative assignments of clusters
Conference ObjectAbstract: This work proposes two novel alternatives for dealing with the highly important issue of the clusterPalabras claves:Cluster coherence, Clustering, Graph-partitioning, probabilities, Relative frequenciesAutores:A. E. Castro-Ospina, Areiza-Laverde H.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusTheoretical developments for interpreting kernel spectral clustering from alternative viewpoints
ArticleAbstract: To perform an exploration process over complex structured data within unsupervised settings, the so-Palabras claves:Kernel, Spectral clustering, SUPPORT VECTOR MACHINESAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, Luis Suárez-Zambrano, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Stefany Flores-ArmasFuentes:scopus