Compressed kNN: K-Nearest Neighbors with Data Compression J Salvador–Meneses, Z Ruiz–Chavez, J Garcia–Rodriguez Entropy 21 (3), 234, 2019 | 77 | 2019 |
Machine learning methods based preprocessing to improve categorical data classification Z Ruiz-Chavez, J Salvador-Meneses, J Garcia-Rodriguez Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 15 | 2018 |
A survey of machine learning methods for big data Z Ruiz, J Salvador, J Garcia-Rodriguez Biomedical Applications Based on Natural and Artificial Computing …, 2017 | 11 | 2017 |
Implementation of a low-cost rain gauge with Arduino and Thingspeak BG Rodríguez, JS Meneses, J Garcia-Rodriguez 15th International Conference on Soft Computing Models in Industrial and …, 2021 | 8 | 2021 |
Improving landslide prediction by computer vision and deep learning B Guerrero-Rodriguez, J Garcia-Rodriguez, J Salvador, C Mejia-Escobar, ... Integrated Computer-Aided Engineering 31 (1), 77-94, 2024 | 5 | 2024 |
Big data infrastructure: A survey J Salvador, Z Ruiz, J Garcia-Rodriguez Biomedical Applications Based on Natural and Artificial Computing …, 2017 | 5 | 2017 |
Predicting landslides with machine learning methods using temporal sequences of meteorological data BG Rodríguez, J Salvador-Meneses, J Garcia-Rodriguez 16th International Conference on Soft Computing Models in Industrial and …, 2022 | 4 | 2022 |
Analysis of dogs’s abandonment problem using georeferenced multi-agent systems Z Ruiz-Chavez, J Salvador-Meneses, C Mejía-Astudillo, ... From Bioinspired Systems and Biomedical Applications to Machine Learning …, 2019 | 4 | 2019 |
Solid waste management using georeferenced multi-agent systems Z Ruiz-Chavez, J Salvador-Meneses, S Díaz-Quilachamín, ... 2018 IEEE Third Ecuador Technical Chapters Meeting (ETCM), 1-6, 2018 | 4 | 2018 |
Low Level Big Data Processing. J Salvador-Meneses, Z Ruiz, JG Rodríguez KDIR, 345-350, 2018 | 4 | 2018 |
Landslide prediction with machine learning and time windows B Guerrero-Rodriguez, J Garcia-Rodriguez, J Salvador, C Mejia-Escobar, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 3 | 2022 |
Improving landslides prediction: meteorological data preprocessing using random forest-based feature selection BG Rodríguez, JS Meneses, J Garcia-Rodriguez 16th International Conference on Soft Computing Models in Industrial and …, 2022 | 3 | 2022 |
Categorical big data processing J Salvador-Meneses, Z Ruiz-Chavez, J Garcia-Rodriguez Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 3 | 2018 |
A review of infrastructures to process big multimedia data J Salvador, Z Ruiz, J Garcia-Rodriguez International Journal of Computer Vision and Image Processing (IJCVIP) 7 (3 …, 2017 | 3 | 2017 |
Nuevas líneas metodológicas aplicadas al patrimonio cultural ecuatoriano P Almagro, E Dávila, G Guerrero, I Medina, E Regalado, Z Ruiz, ... Revista del Patrimonio Cultural del Ecuador 6, 68-75, 2015 | 3 | 2015 |
Improving Landslides Prediction: Meteorological Data Preprocessing Based on Supervised and Unsupervised Learning B Guerrero-Rodriguez, J Salvador-Meneses, J Garcia-Rodriguez, ... Cybernetics and Systems 55 (6), 1332-1356, 2024 | 2 | 2024 |
Defining High Risk Landslide Areas Using Machine Learning B Guerrero-Rodriguez, J Garcia-Rodriguez, J Salvador, C Mejia-Escobar, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 1 | 2022 |
Optimización y Procesamiento Inteligente de Grandes Volúmenes de Datos Categóricos J Salvador-Meneses Universidad de Alicante, 2019 | 1 | 2019 |
Data Pre-processing to apply Multiple Imputation techniques: A case study on real-world census data Z Ruiz-Chavez, J Salvador-Meneses, J Garcia-Rodriguez, ... Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 1 | 2018 |
Defining High Risk Landslide Areas Using Machine Learning J Salvador, C Mejia-Escobar, M Bonifaz, O Gallardo Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence …, 2022 | | 2022 |