Using country-level variables to classify countries according to the number of confirmed COVID-19 cases: An unsupervised machine learning approach RM Carrillo-Larco, M Castillo-Cara Wellcome open research 5, 2020 | 131 | 2020 |
An empirical study of the transmission power setting for bluetooth-based indoor localization mechanisms M Castillo-Cara, J Lovón-Melgarejo, G Bravo-Rocca, L Orozco-Barbosa, ... Sensors 17 (6), 1318, 2017 | 53 | 2017 |
An experimental study of fog and cloud computing in CEP-based Real-Time IoT applications G Mondragón-Ruiz, A Tenorio-Trigoso, M Castillo-Cara, B Caminero, ... Journal of Cloud Computing 10 (1), 32, 2021 | 41 | 2021 |
Ray: Smart indoor/outdoor routes for the blind using Bluetooth 4.0 BLE M Castillo-Cara, E Huaranga-Junco, G Mondragón-Ruiz, A Salazar, ... Procedia Computer Science 83, 690-694, 2016 | 38 | 2016 |
An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone‐Based Indoor Localization Mechanism M Castillo-Cara, J Lovón-Melgarejo, G Bravo-Rocca, L Orozco-Barbosa, ... Journal of Sensors 2017 (1), 1928578, 2017 | 33 | 2017 |
Comparative study of supervised learning and metaheuristic algorithms for the development of bluetooth-based indoor localization mechanisms J Lovón-Melgarejo, M Castillo-Cara, O Huarcaya-Canal, ... IEEE Access 7, 26123-26135, 2019 | 30 | 2019 |
FROG: a robust and green wireless sensor node for fog computing platforms M Castillo-Cara, E Huaranga-Junco, M Quispe-Montesinos, ... Journal of Sensors 2018 (1), 3406858, 2018 | 25 | 2018 |
A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation R Talla-Chumpitaz, M Castillo-Cara, L Orozco-Barbosa, R García-Castro Information Fusion 91, 173-186, 2023 | 18 | 2023 |
Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean RM Carrillo-Larco, M Castillo-Cara, C Anza-Ramirez, A Bernabé-Ortiz BMJ Open Diabetes Research and Care 9 (1), e001889, 2021 | 17 | 2021 |
Supervised learning algorithms for indoor localization fingerprinting using BLE4. 0 beacons J Lovon-Melgarejo, M Castillo-Cara, L Orozco-Barbosa, I García-Varea 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017 | 14* | 2017 |
An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things: A Case Study A Tenorio-Trigoso, M Castillo-Cara, G Mondragón-Ruiz, C Carrión, ... The Computer Journal 66 (1), 47-60, 2023 | 11 | 2023 |
Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms J Martinez-Gomez, M Martinez del Horno, M Castillo-Cara, VM Brea Lujan, ... International Journal of Distributed Sensor Networks 12 (8), 1550147716661953, 2016 | 10 | 2016 |
Citizen security using machine learning algorithms through open data GB Rocca, M Castillo-Cara, RA Lévano, JV Herrera, L Orozco-Barbosa 2016 8th IEEE Latin-American Conference on Communications (LATINCOM), 1-6, 2016 | 9* | 2016 |
On the relevance of the metadata used in the semantic segmentation of indoor image spaces L Vasquez-Espinoza, M Castillo-Cara, L Orozco-Barbosa Expert Systems with Applications 184, 115486, 2021 | 8 | 2021 |
Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality: unsupervised machine learning analysis of NHANES III RM Carrillo-Larco, WC Guzman-Vilca, M Castillo-Cara, C Alvizuri-Gómez, ... BMJ open 12 (11), e067203, 2022 | 5 | 2022 |
SAVIA: Smart city citizen security application based on fog computing architecture M Castillo-Cara, G Mondragón-Ruíz, E Huaranga-Junco, EA Antúnez, ... IEEE Latin America Transactions 17 (07), 1171-1179, 2019 | 5 | 2019 |
Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish E Yauri-Lozano, M Castillo-Cara, L Orozco-Barbosa, R García-Castro Information Processing & Management 61 (3), 103667, 2024 | 3 | 2024 |
TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks M Castillo-Cara, R Talla-Chumpitaz, R García-Castro, L Orozco-Barbosa SoftwareX 22, 101391, 2023 | 3 | 2023 |
From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability E Huaranga-Junco, S González-Gerpe, M Castillo-Cara, A Cimmino, ... Future Generation Computer Systems 159, 134-150, 2024 | 1 | 2024 |
BeeGOns!: A Wireless Sensor Node for Fog-Computing in Smart City Applications M Vera-Panez, K Cuadros-Claro, M Castillo-Cara, L Orozco-Barbosa IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2024 | 1 | 2024 |