Data Mining and Visualization course webiste - ISTIC

A course of Master 2 SIF

Teachers

Mail: first name [dot] last name [at] irisa.fr

Location

ISTIC at Beaulieu Campus of Rennes 1 University

Schedule

Last updated: 2024/10/21. Subject to changes!

Date Day of week Contents Instructor Room
10/09, 15h Tuesday Introductory course - KDD 101 A. Termier Guernesey
10/09, 16h45 Tuesday Frequent itemset mining (1/2) A. Termier Guernesey
13/09, 16h45 Friday Frequent itemset mining (2/2) A. Termier Guernesey
17/09, 15h and 16h45 (3 hours) Tuesday Introduction to data visualization F. Argelaguet Guernesey
24/09, 15h Tuesday Discriminative pattern mining and Subgroup discovery A. Termier Guernesey
01/10, 15h Tuesday Introduction to Explainable AI L. Galarraga Guernesey
11/10, 16h45 Friday Sequence mining P. Cellier Guernesey
15/10, 15h Tuesday Pattern mining with deep learning A. Termier Guernesey
18/10, 16h45 Friday Graph Mining P. Cellier Guernesey
23/10, 16h45 Tuesday Pattern-sets and Information theory based pattern mining P. Cellier Guernesey
05/11, 16h45 Tuesday Paper presentations F. Argelaguet and A. Termier Guernesey
08/11, 15h00 Friday Paper presentations T. Bouadi and L. Galarraga B12D room i53
12/11, 13h15 Tuesday Exam A. Termier Guernesey
15/11, 16h45 Friday Counterfactuals T. Bouadi B12D room i50

Papers

One part of the evaluation will be to read, understand and present a research paper of the domain of the course. The list of papers will be made available on Moodle.

Training exam

You can get an idea of the final exam with a legacy exam: Exam of 2022-2023 (PDF).