Publicaciones en colaboración con investigadores/as de Universidad Técnica del Norte (19)

2022

  1. Air Pollution Monitoring Using WSN Nodes with Machine Learning Techniques: A Case Study

    Logic Journal of the IGPL, Vol. 30, Núm. 4, pp. 599-610

2021

  1. Developments on Support Vector Machines for Multiple-Expert Learning

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

  2. Hybrid Embedded-Systems-Based Approach to in-Driver Drunk Status Detection Using Image Processing and Sensor Networks

    IEEE Sensors Journal, Vol. 21, Núm. 14, pp. 15729-15740

  3. Urban Air Pollution Monitoring by Neural Networks and Wireless Sensor Networks Based on LoRa

    Advances in Intelligent Systems and Computing

2020

  1. An Intelligent System for Detecting a Person Sitting Position to Prevent Lumbar Diseases

    Advances in Intelligent Systems and Computing

  2. Environment monitoring of rose crops greenhouse based on autonomous vehicles with a wsn and data analysis

    Sensors (Switzerland), Vol. 20, Núm. 20, pp. 1-15

  3. Intelligent WSN system for water quality analysis using machine learning algorithms: A case study (Tahuando river from Ecuador)

    Remote Sensing

  4. Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts

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

2019

  1. Intelligence in embedded systems: Overview and applications

    Advances in Intelligent Systems and Computing

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

    IEEE Sensors Journal, Vol. 19, Núm. 5, pp. 1936-1942

  3. Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision

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

  4. Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study

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

2017

  1. Human sit down position detection using data classification and dimensionality reduction

    Advances in Science, Technology and Engineering Systems, Vol. 2, Núm. 3, pp. 749-754

  2. Interactive data visualization using dimensionality reduction and dissimilarity-based representations

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

  3. Interactive data visualization using dimensionality reduction and similarity-based representations

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

2016

  1. Dimensionality reduction for interactive data visualization via a Geo-Desic approach

    2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings

  2. Human-sitting-pose detection using data classification and dimensionality reduction

    2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016

  3. Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction

    2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016

  4. On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint

    Advances in Intelligent Systems and Computing