Jiayun Liu, Manuel Castillo-Cara, et al. Interpretable Hybrid Vision Transformer Architectures for MIMO-Based Indoor Localization using Synthetic Spatial Representations. IEEE Internet of Things. IF: 8.9 (Q1)SJR 2.14 (Q1)
📄 Publications
🔎 Scientific Databases
🧠 Most Recent 10 Publications in AI
Jiayun Liu, Manuel Castillo-Cara, et al. A Comprehensive Benchmark of Spatial Encoding Methods for Tabular Data with Deep Neural Networks. Information Fusion. IF: 15.5 (Q1)SJR 4.2 (Q1)
Giovanny Mondragon-Ruiz, Jiayun Liu, Manuel Castillo-Cara, et al. Interpretable CNN–KAN hybrid architectures for tabular data with synthetic image encoding. Information Processing and Management. IF: 6.9 (Q1)SJR 1.85 (Q1)
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 3.06 (Q1)
Jiayun Liu, Manuel Castillo-Cara, et al. TINTOlib: A Python library for transforming tabular data into synthetic images for deep neural networks. SoftwareX, 2025. IF: 2.4 (Q2)SJR 0.5 (Q2)
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 of Computational Resources in Real-Time IoT Applications based on Semantic Interoperability. Future Generation Computer Systems, 2024. IF: 6.1 (Q1)SJR 1.55 (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)
📚 Books & Chapters
Book — Manuel Castillo-Cara. GeoGebra en el Aula. Aplicaciones Matemáticas aplicadas al aula con GeoGebra. ISBN: 9798379088873, Amazon.
Chapter — Hancco et al. Cost-Effective Advanced Remote Diagnostics of Sucker Rod Pumping Wells From Dynamometric Charts: A Deep Learning Approach. IGI Global, 2024.
Whitepaper — Manuel Castillo-Cara. Combating Multipath Fading in Indoor Positioning with Asynchronous Power Transmission Techniques. COST Action INTERACT WG2, 2024.
💻 Software & Patents
TINTORERA — Manuel Castillo-Cara & Raúl García-Castro. Registro PI: 16/2023/4624.
TINTORETTO — Manuel Castillo-Cara & Raúl García-Castro. Registro PI: 16/2023/5491.
Patent — Dispositivo electrónico para seguimiento y localización de personas o animales. Expediente: 002758-2016/DIN. Resolución: 000417-2019/DIN-INDECOPI. Título N.º: 1151, Perú, 2019.
🌍 Conferences
Improving Deep Learning by Exploiting Synthetic Images. 27th European Conference on Artificial Intelligence (ECAI), 2024. Tutorial.
Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator. 5th International Conference on Robotics, Computer Vision and Intelligent Systems (ROBOVIS), Portugal, 2025.
Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality. 2022 Annual Meeting of the American College of Epidemiology, USA, 2022.
Identification of risk zones for road safety through unsupervised learning algorithms. 16th LACCEI, Peru, 2018.
Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 Beacons. 4th IEEE LA-CCI, Peru, 2017.
Citizen security using Machine Learning algorithms through Open Data. 8th IEEE LATINCOM, Colombia, 2016.
Ray: Smart indoor/outdoor routes for the blind using Bluetooth 4.0 BLE. Procedia Computer Science (ANT), Madrid, 2016.