📄 Publications

Manuel Castillo-Cara, et al. MIMO-Based Indoor Localisation with Hybrid Neural Networks: Leveraging Synthetic Images from Tidy Data for Enhanced Deep Learning. IEEE Journal of Selected Topics in Signal Processing. IF: 13.7 (Q1)SJR 4.12 (Q1)

Jiayun Liu, Manuel Castillo-Cara, et al. On the Significance of Graph Neural Networks with Pretrained Transformers in Content-Based Recommender Systems for Academic Articles Classification. Expert Systems. IF: 2.3 (Q2)SJR 0.74 (Q2)

Eduardo Yauri-Lozano, Manuel Castillo-Cara, et al. Generative Adversarial Networks for Text-to-Face Synthesis & Generation: A Quantitative-Qualitative Analysis of NLP Encoders for Spanish. Information Processing & Management, 2024. IF: 6.9 (Q1)SJR 2.06 (Q1)

Edgar Huaranga-Junco, Salvador González-Gerpe, Manuel Castillo-Cara, et al. From cloud and fog computing to federated-fog computing: A comparative analysis… Future Generation Computer Systems, 2024. IF: 6.1 (Q1)SJR 1.55 (Q1)

Michael Vera, Kewin Cuadros, Manuel Castillo-Cara, et al. BeeGOns!: A Wireless Sensor Node for Fog-Computing based Smart City Platforms. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024. IF: 2.9 (Q2)SJR 0.73 (Q1)

Reewos Talla-Chumpitaz, Manuel Castillo-Cara, et al. A Novel Deep Learning Approach using Blurring Image Techniques for Bluetooth-based Indoor Localisation. Information Fusion, 2023. IF: 14.7 (Q1)SJR 5.65 (Q1)

Manuel Castillo-Cara, et al. TINTO: Converting Tidy Data into Image for Classification with 2-Dimensional Convolutional Neural Networks. SoftwareX, 2023. IF: 2.4 (Q2)SJR 0.54 (Q2)

Alonso Tenorio-Trigoso, Manuel Castillo-Cara, et al. An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things. The Computer Journal, 2023. IF: 1.5 (Q3)SJR 0.48 (Q2)

Luis Vasquez-Espinoza, Manuel Castillo-Cara, Luis Orozco-Barbosa. On the Relevance of the Metadata used in the Semantic Segmentation of Indoor Image Spaces. Expert Systems with Applications, 2021. IF: 8.67 (Q1)SJR 2.07 (Q1)

Giovanny Mondragón-Ruiz, Alonso Tenorio-Trigoso, Manuel Castillo-Cara, et al. An Experimental Study of Fog and Cloud Computing in CEP-based Real-Time IoT Applications. Journal of Cloud Computing, 2021. IF: 3.42 (Q2)SJR 1.05 (Q1)