Interactive information visualization models: a systematic literature review

MA Ortega-Bustamante, W Hasperué… - … Science and Its …, 2023 - Springer
Interactive information visualization models aim to make dimensionality reduction (DR)
accessible to non-expert users through interactive visualization frameworks. This systematic …

Intelligent system for identification of wheelchair user's posture using machine learning techniques

PD Rosero-Montalvo, DH Peluffo-Ordonez… - IEEE Sensors …, 2018 - ieeexplore.ieee.org
This paper presents an intelligent system aimed at detecting a person's posture when sitting
in a wheelchair. The main use of the proposed system is to warn an improper posture to …

Data visualization using interactive dimensionality reduction and improved color-based interaction model

PD Rosero-Montalvo, DF Peña-Unigarro… - … Applications Based on …, 2017 - Springer
This work presents an improved interactive data visualization interface based on a mixture of
the outcomes of dimensionality reduction (DR) methods. Broadly, it works as follows: The …

Interactive visualization interfaces for big data analysis using combination of dimensionality reduction methods: a brief review

AC Umaquinga-Criollo, DH Peluffo-Ordóñez… - Technology …, 2020 - Springer
Abstract The Big Data analysis allows to generate knowledge based on mathematical
models that surpass human capabilities, and therefore it is necessary to have robust …

Interactive data visualization using dimensionality reduction and dissimilarity-based representations

DF Peña-Unigarro, P Rosero-Montalvo… - … Data Engineering and …, 2017 - Springer
This work describes a new model for interactive data visualization followed from a
dimensionality-reduction (DR)-based approach. Particularly, the mixture of the resulting …

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

JA Salazar-Castro, PD Rosero-Montalvo… - Advances in Neural …, 2018 - Springer
Dimensionality reduction (DR) methods are able to produce low-dimensional
representations of an input data sets which may become intelligible for human perception …

Inverse data visualization framework (IDVF): towards a prior-knowledge-driven data visualization

M Vélez-Falconí, J González-Vergara… - … Conference, ICAI 2020 …, 2020 - Springer
Broadly, the area of dimensionality reduction (DR) is aimed at providing ways to harness
high dimensional (HD) information through the generation of lower dimensional (LD) …

Intelligent System for Identification of Wheelchair User's Posture Using Machine Learning Techniques

J Serrano Gutiérrez - 2019 - uvadoc.uva.es
This paper presents an intelligent system aimed at detecting a person's posture when sitting
in a wheelchair. The main use of the proposed system is to warn an improper posture to …

Desarrollo de una herramienta interactiva de análisis de datos integrando técnicas de visualización y modelos de interacción

CK Basante Villota, CM Ortega Castillo - 2018 - sired.udenar.edu.co
Actualmente, las capacidades humanas de análisis se han visto limitadas ante el inminente
crecimiento de las tecnologías para recolectar, comunicar y almacenar grandes volúmenes …

[引用][C] An interactive tool to data analysis visualization techniques.

M Vélez Falconí - 2020 - Universidad de Investigación de …