Manuel Castillo-Cara

24 papers Journal 20Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive benchmark of spatial encoding methods for tabular data with deep neural networks.
Inf. Fusion
Jiayun Liu, Manuel Castillo-Cara, Raúl García-Castro
2025 J jnl
Frost forecasting through machine learning algorithms.
Earth Sci. Informatics
Javier Pérez Tárraga, Manuel Castillo-Cara, Enrique Arias-Antúnez, Diego Dujovne
2025 — conf
Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator.
ROBOVIS
Javier Ballesteros-Jerez, Jesus Martínez-Gómez, Ismael García-Varea, Luis Orozco-Barbosa, Manuel Castillo-Cara
2025 J jnl
Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator.
CoRR
Javier Ballesteros-Jerez, Jesus Martínez-Gómez, Ismael García-Varea, Luis Orozco-Barbosa, Manuel Castillo-Cara
2025 J jnl
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning.
IEEE J. Sel. Top. Signal Process.
Manuel Castillo-Cara, Jesus Martínez-Gómez, Javier Ballesteros-Jerez, Ismael García-Varea, Raúl García-Castro, Luis Orozco-Barbosa
2025 J jnl
On the Significance of Graph Neural Networks With Pretrained Transformers in Content-Based Recommender Systems for Academic Article Classification.
Expert Syst. J. Knowl. Eng.
Jiayun Liu, Manuel Castillo-Cara, Raúl García-Castro
2025 J jnl
PeruMedQA: Benchmarking Large Language Models (LLMs) on Peruvian Medical Exams - Dataset Construction and Evaluation.
CoRR
Rodrigo M. Carrillo-Larco, Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Gusseppe Bravo Rocca
2025 J jnl
TINTOlib: A Python library for transforming tabular data into synthetic images for deep neural networks.
SoftwareX
Jiayun Liu, David González-Fernández, Manuel Castillo-Cara, Raúl García-Castro
2024 J jnl
BeeGOns!: A Wireless Sensor Node for Fog Computing in Smart City Applications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Michael Vera-Panez, Kewin Cuadros-Claro, Manuel Castillo-Cara, Luis Orozco-Barbosa
2024 J jnl
From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability.
Future Gener. Comput. Syst.
Edgar Huaranga-Junco, Salvador González-Gerpe, Manuel Castillo-Cara, Andrea Cimmino, Raúl García-Castro
2024 J jnl
Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative-qualitative analysis of Natural Language Processing encoders for Spanish.
Inf. Process. Manag.
Eduardo Yauri-Lozano, Manuel Castillo-Cara, Luis Orozco-Barbosa, Raúl García-Castro
2023 J jnl
A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation.
Inf. Fusion
Reewos Talla-Chumpitaz, Manuel Castillo-Cara, Luis Orozco-Barbosa, Raúl García-Castro
2023 J jnl
An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things: A Case Study.
Comput. J.
Alonso Tenorio-Trigoso, Manuel Castillo-Cara, Giovanny Mondragón-Ruiz, Carmen Carrión, María Blanca Caminero
2023 J jnl
TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks.
SoftwareX
Manuel Castillo-Cara, Reewos Talla-Chumpitaz, Raúl García-Castro, Luis Orozco-Barbosa
2021 J jnl
An experimental study of fog and cloud computing in CEP-based Real-Time IoT applications.
J. Cloud Comput.
Giovanny Mondragón-Ruiz, Alonso Tenorio-Trigoso, Manuel Castillo-Cara, María Blanca Caminero, Carmen Carrión
2021 J jnl
On the relevance of the metadata used in the semantic segmentation of indoor image spaces.
Expert Syst. Appl.
Luis Vasquez-Espinoza, Manuel Castillo-Cara, Luis Orozco-Barbosa
2019 J jnl
Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms.
IEEE Access
Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Oscar Huarcaya-Canal, Luis Orozco-Barbosa, Ismael García-Varea
2018 J jnl
FROG: A Robust and Green Wireless Sensor Node for Fog Computing Platforms.
J. Sensors
Manuel Castillo-Cara, Edgar Huaranga-Junco, Milner Quispe-Montesinos, Luis Orozco-Barbosa, Enrique Arias-Antúnez
2017 J jnl
An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism.
J. Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2017 J jnl
An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms.
Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2017 — conf
Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons.
LA-CCI
Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Luis Orozco-Barbosa, Ismael García-Varea
2016 — conf
Citizen security using machine learning algorithms through open data.
LATINCOM
Gusseppe Bravo Rocca, Manuel Castillo-Cara, Raul Arias Levano, Javier Villegas Herrera, Luis Orozco-Barbosa
2016 — conf
Ray: Smart Indoor/Outdoor Routes for the Blind Using Bluetooth 4.0 BLE.
ANT/SEIT
Manuel Castillo-Cara, Edgar Huaranga-Junco, Giovanny Mondragón-Ruiz, Andree Salazar, Luis Orozco-Barbosa, Enrique Arias-Antúnez
2016 J jnl
Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms.
Int. J. Distributed Sens. Networks
Jesus Martínez-Gómez, Miguel Martínez del Horno, Manuel Castillo-Cara, Victor M. Brea Lujan, Luis Orozco-Barbosa, Ismael García-Varea