Publicaciones en colaboración con investigadores/as de Universidad Central del Ecuador (18)

2024

  1. Improving Landslides Prediction: Meteorological Data Preprocessing Based on Supervised and Unsupervised Learning

    Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1332-1356

2023

  1. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

  2. Improving landslide prediction by computer vision and deep learning

    Integrated Computer-Aided Engineering, Vol. 31, Núm. 1, pp. 77-94

2022

  1. Defining High Risk Landslide Areas Using Machine Learning

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

  2. Defining High Risk Landslide Areas Using Machine Learning

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 183-192

  3. Landslide Prediction with Machine Learning and Time Windows

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 193-202

  4. Landslide Prediction with Machine Learning and Time Windows

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

2021

  1. Implementation of a Low-Cost Rain Gauge with Arduino and Thingspeak

    Advances in Intelligent Systems and Computing

  2. Implementation of a Low-Cost Rain Gauge with Arduino and Thingspeak

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

2020

  1. A review of infrastructures to process big multimedia data

    Cognitive Analytics: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 1-12

2019

  1. Compressed kNN: K-nearest neighbors with data compression

    Entropy, Vol. 21, Núm. 3

2018

  1. Categorical Big Data Processing

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

  2. Data pre-processing to apply multiple imputation techniques: A case study on real-world census data

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

  3. Low level big data compression

    IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

  4. Low level big data processing

    IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

  5. Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification

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

2017

  1. A survey of machine learning methods for big data

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

  2. Big data infrastructure: A survey

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