Jaime Salvador-Meneses

Christian Mejía Escobar

Shirley Cadena

Jairo Cepeda

Manuel Benavent-Lledó

David Mulero-Perez

Integr. Comput. Aided Eng., 2024

2022

Landslide Prediction with Machine Learning and Time Windows.

[BibT_eX]

[DOI]

Christian Mejía Escobar

Michelle B. Chen

Oswaldo Gallardo

Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

Defining High Risk Landslide Areas Using Machine Learning.

[BibT_eX]

[DOI]

Christian Mejía Escobar

Michelle B. Chen

Oswaldo Gallardo

Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

2021

Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Predicting Landslides with Machine Learning Methods Using Temporal Sequences of Meteorological Data.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

2020

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

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2019

Compressed <i>k</i>NN: K-Nearest Neighbors with Data Compression.

[BibT_eX]

[DOI]

Entropy, 2019

Analysis of Dogs's Abandonment Problem Using Georeferenced Multi-agent Systems.

[BibT_eX]

[DOI]

Cristina Mejía-Astudillo

Soledad Diaz-Quilachamin

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018

Solid Waste Management using Georeferenced Multi-agent Systems.

[BibT_eX]

[DOI]

Soledad Diaz-Quilachamin

Cristina Mejía-Astudillo

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Categorical Big Data Processing.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Data Pre-processing to Apply Multiple Imputation Techniques: A Case Study on Real-World Census Data.

[BibT_eX]

[DOI]

Antonio J. Tallón-Ballesteros

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Low Level Big Data Compression.

[BibT_eX]

[DOI]

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Low Level Big Data Processing.

[BibT_eX]

[DOI]

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

2017

A Review of Infrastructures to Process Big Multimedia Data.

[BibT_eX]

[DOI]

Int. J. Comput. Vis. Image Process., 2017

Big Data Infrastructure: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

A Survey of Machine Learning Methods for Big Data.

[BibT_eX]

[DOI]