INGENIERÍA INFORMÁTICA
PhD school
Universidad Técnica del Norte
Ibarra, EcuadorPublications in collaboration with researchers from Universidad Técnica del Norte (19)
2022
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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
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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)
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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
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Urban Air Pollution Monitoring by Neural Networks and Wireless Sensor Networks Based on LoRa
Advances in Intelligent Systems and Computing
2020
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An Intelligent System for Detecting a Person Sitting Position to Prevent Lumbar Diseases
Advances in Intelligent Systems and Computing
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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
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Intelligent WSN system for water quality analysis using machine learning algorithms: A case study (Tahuando river from Ecuador)
Remote Sensing
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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
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Intelligence in embedded systems: Overview and applications
Advances in Intelligent Systems and Computing
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Intelligent system for identification of wheelchair user's posture using machine learning techniques
IEEE Sensors Journal, Vol. 19, Núm. 5, pp. 1936-1942
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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)
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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
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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
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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)
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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
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Dimensionality reduction for interactive data visualization via a Geo-Desic approach
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings
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Human-sitting-pose detection using data classification and dimensionality reduction
2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016
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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
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On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Advances in Intelligent Systems and Computing