Documentos de Javier E. Revelo-Fuelagán | REDI

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Mostrando 10 resultados de: 11

Filtros aplicados

Área de conocimiento: "Ciencias de la computación"

Subtipo de publicación

Conference Object(10)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(8)

Advances in Intelligent Systems and Computing(1)

Applied Sciences (Switzerland)(1)

Communications in Computer and Information Science(1)

Área temáticas

Ciencias de la computación(5)

Métodos informáticos especiales(5)

Fisiología humana(1)

Funcionamiento de bibliotecas y archivos(1)

Física aplicada(1)

Área de conocimiento

Aprendizaje automático(4)

Análisis de datos(3)

Inteligencia artificial(1)

Objetivos de Desarrollo Sostenible

ODS 9: Industria, innovación e infraestructura(11)

ODS 17: Alianzas para lograr los objetivos(8)

ODS 4: Educación de calidad(5)

ODS 3: Salud y bienestar(4)

ODS 10: Reducción de las desigualdades(1)

Año de Publicación

Origen

Palabras Claves

Dimensionality reduction(4)

data visualization(3)

Artificial Intelligence(2)

Pairwise similarity(2)

A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study

Conference Object

Abstract: Nowadays, the implementation of embedded systems with sensors for massive data collection has become

Palabras claves:

Data Analysis, Embedded Systems, sensor data

Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Luis Suárez-Zambrano, Pamela E. Godoy-Trujillo, Paul D. Rosero-Montalvo

A novel color-based data visualization approach using a circular interaction model and dimensionality reduction

Conference Object

Abstract: Dimensionality reduction (DR) methods are able to produce low-dimensional representations of an inpu

Palabras claves:

data visualization, Dimensionality reduction, Interactive Interface, Pairwise similarity

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-Marrero

Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation

Conference Object

Abstract: This work presents a comparative analysis between the linear combination of em-bedded spaces resulti

Palabras claves:

Artificial Intelligence, CMDS, Dimensionality reduction methods, Kernel, Kernel PCA, LE, LLE

Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Salazar-Castro J.A.

Angle-based model for interactive dimensionality reduction and data visualization

Conference Object

Abstract: In recent times, an undeniable fact is that the amount of data available has increased dramatically

Palabras claves:

data visualization, Dimensionality reduction, Kernel PCA, Pairwise similarity

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.

Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors

Conference Object

Abstract: When searching for better solutions that improve the medical diagnosis accuracy, Case-Based reasonin

Palabras claves:

Bayes, Case-based reasoning, classification, Parametric, probability

A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-Valencia

Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye

Conference Object

Abstract: At a global level, drowsiness is one of the main causes of road accidents causing frequent deaths an

Palabras claves:

Alarm, Artificial Intelligence, Drowsiness Detection, Human eye, IMAGE PROCESSING

Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Javier E. Revelo-Fuelagán, Jorge A. Caraguay-Procel, Leandro L. Lorente-Leyva, Pedro D. Granda-Gudiño

Generalized Low-Computational Cost Laplacian Eigenmaps

Conference Object

Abstract: Dimensionality reduction (DR) is a methodology used in many fields linked to data processing, and ma

Palabras claves:

Dimensionality reduction, Generalized methodology, Kernel approximations, Low-computational cost, multiple kernel learning, Spectral methods

Basante C., Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Ortega C., Peña D.F., Salazar-Castro J.A., Xiomara P. Blanco-Valencia

Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals

Conference Object

Abstract: The emotions identification is a very complex task due to depending on multiple variables individual

Palabras claves:

Emotion recognition, Improved complementary ensemble empirical mode decomposition, Multimodal, physiological signals, Signal processing

A. E. Castro-Ospina, Carolina M. Duque-Mejía, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez, Gomez-Lara J.F., Javier E. Revelo-Fuelagán, Miguel A. Becerra, Ordóñez-Bolaños O.A., Rodríguez J.L.

Enhanced convolutional-neural-network architecture for crop classification

Abstract: Automatic crop identification and monitoring is a key element in enhancing food production processes

Palabras claves:

Convolutional neural network (CNN), Crop classification, Post-processing, satellite images

Diego Hernán Peluffo-Ordóñez, Gómez-Mendoza J.B., Javier E. Revelo-Fuelagán, Lorena Guachi-Guachi, Moreno-Revelo M.Y.

Interactive data visualization using dimensionality reduction and dissimilarity-based representations

Conference Object

Abstract: This work describes a new model for interactive data visualization followed from a dimensionality-re

Palabras claves:

data visualization, Dimensionality reduction, Pairwise dissimilarity

Alvarado-PÉrez J.C., Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Therón R.