Antonio Squicciarini
🔬 Research Experience
SIAM MDS24 — Poster: Entropic Information Functionals Combined with Neural Networks Explainability to Detect Events in Time Series (Atlanta, USA, 2024) 📄 PDF
9th ECM (European Congress of Mathematics) — Seminar: Adaptive Bandwidth Selection in KDE for Time Signal Anomaly Detection Using Jensen-Shannon Divergence (Seville, 2024) 📄 PDF
MISC’24 Workshop — Poster: Entropic Information Functionals Combined with Neural Networks Explainability to Detect Events in Time Series (Madrid, 2024) 📄 PDF 1, and Poster: Jensen-Tsallis Divergence for Supervised Classification under Data Imbalance 📄 PDF 2
III Junior Interdisciplinary Workshop — Seminar: Time Signal Anomaly Detection Using KDE and Entropic Functionals (Madrid, 2024) 📄 PDF
BYMAD Conference — Seminar: Application of Informational Measurements Combined with KDE to Describe Epileptic Seizures via EEG (Madrid, 2023)
IX Iberian Modelling Week — Project: Cryoablation Tumor Segmentation Algorithm (Palma de Mallorca, 2023)
HVDC PD Calibration Workshop — Poster: Validation of a calibration procedure for PD analysers used for HVDC insulation diagnosis (Madrid, 2023)
FDA & Nonparametric Stats Workshop — Seminar: Application of informational measurements combined with KDE to describe epileptic seizures via EEG (Miraflores de la Sierra, 2023) 📄 PDF
CIBIM2022 — Paper & seminar: Aplicación de redes neuronales profundas para detección automática de roce en turbinas de gas aeroderivadas (Madrid, 2022)
SIAM MDS22 — Poster: Using Synthetic Data to Train Neural Networks for an Automated Detection of Rub in Aeroderivative Gas Turbines (San Diego, USA, 2022)