Manuel Castillo-Cara

24 papers Journal 20Unranked 4

Year	Rank	Type	Title / 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