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Manuel Castillo-Cara (ORCID:0000-0002-2990-7090)
Manuel Castillo-Cara (ORCID:0000-0002-2990-7090)
Other namesJose Manuel Castillo Cara, Manuel Castillo Cara
Artificial Intelligence Dpt., Universidad Nacional de Educación a Distancia, UNED
Verified email at dia.uned.es - Homepage
Title
Cited by
Cited by
Year
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
1242020
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
502017
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
392021
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
382016
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
332017
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
292019
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
252018
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
162023
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
152021
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
112023
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
102017
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
102016
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
82021
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
52022
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
52019
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
32023
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
22024
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
12024
Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries
WC Guzman-Vilca, M Castillo-Cara, RM Carrillo-Larco
Elife 11, e72930, 2022
12022
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