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CASTILLO CARA, JOSE MANUEL

INTELIGENCIA ARTIFICIAL / Universidad Nacional de Educación a Distancia

Publications

Identification of antibiotic resistance profiles in diabetic foot infections: A machine learning proof-of-concept analysis

  • Carrillo-Larco, R.M.
  • de Elvira Mori Orrillo, E.
  • Castillo-Cara, M.
  • García, R.
  • Yovera-Aldana, M.
  • Bernabe-Ortiz, A.

International Journal of Diabetes in Developing Countries - 2025

Editor: Springer

10.1007/s13410-025-01490-1 View at source

  • ISSN/ISBN 1998-3832

On the Significance of Graph Neural Networks With Pretrained Transformers in Content-Based Recommender Systems for Academic Article Classification

  • Liu,J.
  • Castillo-Cara,M.
  • García-Castro,R.

Expert Systems - 1/7/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.70073 View at source

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning

  • Castillo-Cara,M.
  • Martínez-Gómez,J.
  • Ballesteros-Jerez,J.
  • García-Varea,I.
  • García-Castro,R.
  • Orozco-Barbosa,L.

Ieee Journal Of Selected Topics In Signal Processing (p. 559-571) - 1/4/2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jstsp.2025.3555067 View at source

  • ISSN 19324553
  • ISSN/ISBN 1941-0484

Frost forecasting through machine learning algorithms

  • Pérez Tárraga, J.
  • Castillo-Cara, M.
  • Arias-Antúnez, E.
  • Dujovne, D.

Earth Science Informatics - 1/02/2025

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/s12145-025-01710-6 View at source

  • ISSN/ISBN 1865-0481

Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

  • Yauri-Lozano, E.
  • Castillo-Cara, M.
  • Orozco-Barbosa, L.
  • García-Castro, R.

Information Processing & Management - 1/5/2024

Editor: Elsevier Ltd

10.1016/j.ipm.2024.103667 View at source

  • ISSN 03064573
  • ISSN/ISBN 0306-4573

A multimodal approach using fundus images and text meta-data in a machine learning classifier with embeddings to predict years with self-reported diabetes – An exploratory analysis

  • Carrillo-Larco, R.M.
  • Bravo-Rocca, G.
  • Castillo-Cara, M.
  • Xu, X.
  • Bernabe-Ortiz, A.

Primary Care Diabetes (p. 327-332) - 1/06/2024

Editor: Elsevier Ltd

10.1016/j.pcd.2024.04.002 View at source

  • ISSN/ISBN 1878-0210

BeeGOns!: A Wireless Sensor Node for Fog Computing in Smart City Applications

  • Vera-Panez, M.
  • Cuadros-Claro, K.
  • Castillo-Cara, M.
  • Orozco-Barbosa, L.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (p. 171-175) - 1/01/2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tcad.2023.3305575 View at source

  • ISSN/ISBN 1937-4151

TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks

  • Castillo-Cara, M.
  • Talla-Chumpitaz, R.
  • García-Castro, R.
  • Orozco-Barbosa, L.

Softwarex - 1/5/2023

Editor: Elsevier B.V.

10.1016/j.softx.2023.101391 View at source

  • ISSN 23527110
  • ISSN/ISBN 2352-7110

A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

  • Talla-Chumpitaz, R.
  • Castillo-Cara, M.
  • Orozco-Barbosa, L.
  • García-Castro, R.

Information Fusion (p. 173-186) - 1/1/2023

Editor: Elsevier B.V.

10.1016/j.inffus.2022.10.011 View at source

  • ISSN 15662535
  • ISSN/ISBN 1566-2535

Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality

  • Carrillo-Larco, Rodrigo M
  • Guzman-Vilca, Wilmer Cristobal
  • Castillo-Cara, Manuel
  • Alvizuri-Gómez, Claudia
  • Alqahtani, Saleh A
  • García-Larsen, Vanessa

Annals of Epidemiology (p. 79) - 2022

10.1016/j.annepidem.2022.08.036 View at source

  • ISSN/ISBN 1047-2797

This researcher has no books.

Cost-Effective Advanced Remote Diagnostics of Sucker Rod Pumping Wells From Dynamometric Charts: A Deep Learning Approach

  • Joel Hancco- Paccori
  • Manuel Castillo Cara
  • Jesus Samuel Armacanqui - Tipacti

Sustainability Applied to Unconventional Oil and Gas Field Exploration and Development (p. 188-219) - 2024

Editor: IGI Global

  • ISSN/ISBN 9798369347898

Identificación de zonas de riesgo para la Seguridad Vial mediante algoritmos de aprendizaje no supervisado

  • Lovón-Melgarejo, J.
  • Tenorio-Trigoso, A.
  • Castillo-Cara, M.
  • Miranda, D.

Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology - 2018

Editor: Latin American and Caribbean Consortium of Engineering Institutions

10.18687/laccei2018.1.1.413 View at source

  • ISSN/ISBN 2414-6390

Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons

  • Lovon-Melgarejo, Jesus
  • Castillo-Cara, Manuel
  • Bravo-Rocca, Gusseppe
  • Orozco-Barbosa, Luis
  • Garcia-Varea, Ismael

2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings (p. 1-6) - 7/02/2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/la-cci.2017.8285716 View at source

  • ISSN/ISBN 9781538637340

Ray: Smart Indoor/Outdoor Routes for the Blind Using Bluetooth 4.0 BLE

  • Castillo-Cara, M.
  • Huaranga-Junco, E.
  • Mondragón-Ruiz, G.
  • Salazar, A.
  • Barbosa, L.O.
  • Antúnez, E.A.

Procedia Computer Science (p. 690-694) - 2016

Editor: Elsevier B.V.

10.1016/j.procs.2016.04.153 View at source

  • ISSN/ISBN 1877-0509

Citizen security using machine learning algorithms through open data

  • Rocca, G.B.
  • Castillo-Cara, M.
  • Levano, R.A.
  • Herrera, J.V.
  • Orozco-Barbosa, L.

2016 8th IEEE Latin-American Conference on Communications, LATINCOM 2016 - 2016

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/latincom.2016.7811562 View at source

  • ISSN/ISBN 9781509051373

This researcher has no working papers.

Principles and recommendations to make data.europa.eu data more reusable : a strategy-mapping report

  • Corcho, Oscar
  • Ruckhaus, Edna
  • Garijo, Daniel
  • Simperl, Elena
  • Castillo, Manuel

Publications Office of the European Union - 2022

10.2830/9342 View at source

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/10/25 3:58 PM