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CASTILLO CARA, JOSE MANUEL

Inteligencia Artificial / Universidad Nacional de Educación a Distancia

Publications

PeruMedQA: Benchmarking Large Language Models (LLMs) on Peruvian Medical Exams—Dataset Construction and Evaluation

  • Carrillo-Larco,R.M.
  • Lovón-Melgarejo,J.
  • Castillo-Cara,M.
  • Bravo-Rocca,G.

Medical Science Educator - 2026

Editor: Springer

10.1007/s40670-026-02692-w View at source

  • ISSN/ISBN 2156-8650

A comprehensive benchmark of spatial encoding methods for tabular data with deep neural networks

  • Liu, Jiayun
  • Castillo-Cara, Manuel
  • Garcia-Castro, Raul

Information Fusion - 1/6/2026

Editor: Elsevier B.V.

10.1016/j.inffus.2025.104088 View at source

  • ISSN 15662535
  • ISSN/ISBN 1872-6305

Interpretable CNN–KAN hybrid architectures for tabular data with synthetic image encoding

  • Mondragon-Ruiz G
  • Liu J
  • Castillo-Cara M
  • García-Castro R

INFORMATION PROCESSING & MANAGEMENT - 1/12/2026

Editor: Elsevier Ltd

10.1016/j.ipm.2026.104954 View at source

  • ISSN 03064573
  • ISSN/ISBN 1873-5371

Interpretable Hybrid Vision Transformer Architectures for MIMO-Based Indoor Localization using Synthetic Spatial Representations

  • Liu J
  • Castillo-Cara M
  • García-Castro R
  • Orozco-Barbosa L

IEEE Internet of Things Journal - 1/1/2026

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jiot.2026.3696106 View at source

  • ISSN 23274662
  • ISSN/ISBN 2327-4662

PermGrad: Interpretable Hybrid Neural Networks with synthetic images for tabular data

  • Escalera-González,F.
  • Castillo-Cara,M.
  • Rincón-Zamorano,M.
  • Orozco-Barbosa,L.

Knowledge-Based Systems - 27/09/2026

Editor: Elsevier B.V.

10.1016/j.knosys.2026.116507 View at source

  • ISSN/ISBN 0950-7051

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

  • Liu, JY
  • Castillo-Cara, M
  • Garcia-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

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

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

International Journal of Diabetes in Developing Countries (p. 193-200) - 12/4/2025

Editor: Springer

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

  • ISSN 09733930
  • ISSN/ISBN 1998-3832

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

TINTOlib: A Python library for transforming tabular data into synthetic images for deep neural networks

  • Liu, JY
  • González-Fernández, D
  • Castillo-Cara, M
  • García-Castro, R

Softwarex - 1/12/2025

Editor: Elsevier B.V.

10.1016/j.softx.2025.102444 View at source

  • ISSN 23527110
  • ISSN/ISBN 2352-7110

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

This researcher has no books.

This researcher has no book chapters.

Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator

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

Communications in Computer and Information Science (p. 148-163) - 2026

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-032-00986-9_11 View at source

  • ISSN/ISBN 1865-0937

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

  • Lovón-Melgarejo, J.
  • Castillo-Cara, M.
  • Bravo-Rocca, G.
  • Orozco-Barbosa, L.
  • García-Varea, I.

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: 8/31/26 7:09 PM