Login

INAF SCHOOL OF AI

14–17 Apr 2026
INAF Astronomical Observatory of Capodimonte (Naples)
Europe/Rome timezone

Contribution List

2 out of 2 displayed
Export to PDF
  1. 1. Anomaly Detection
    Dr Stefano Cavuoti (INAF - Astronomical Observatory of Capodimonte Napoli)
    17/04/2026, 09:30

    We will analyze four fundamental paradigms for anomaly detection and one model for each of them:
    - Distance (k-NN);
    - Relative Density (LOF);
    - Isolation (Isolation Forest);
    - Reconstruction (Autoencoders).

    Go to contribution page
  2. 2. Hands-on Anomaly Detection
    Dr Stefano Cavuoti (INAF - Astronomical Observatory of Capodimonte Napoli)
    17/04/2026, 11:30

    An interactive Jupyter Notebook session to translate theory into code. By building and analyzing a 2D synthetic dataset.

    Go to contribution page