Login

INAF SCHOOL OF AI

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

Session

Anomaly Detection

17 Apr 2026, 09:30
Auditorium Nazionale Ernesto Capocci (INAF Astronomical Observatory of Capodimonte (Naples))

Auditorium Nazionale Ernesto Capocci

INAF Astronomical Observatory of Capodimonte (Naples)

Conveners

Anomaly Detection

  • Stefano Cavuoti (INAF - Astronomical Observatory of Capodimonte Napoli)

Anomaly Detection

  • Stefano Cavuoti (INAF - Astronomical Observatory of Capodimonte Napoli)

Description

This module will introduce robust techniques used to identify outliers and unusual events in data.

Presentation materials

There are no materials yet.

  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
Building timetable...