^ ^ Day ^ Aula ^ Topic ^ Learning material ^ Instructor ^ |1.| 18.02.2013 9:00-11:00 | N1 | Introduction | | Giannotti | |2.| 27.02.2013 9:00-11:00 | N1 | Frequent patterns and association rules / 1 | | Giannotti | |3.| 04.03.2013 9:00-11:00 | N1 | Frequent patterns and association rules / 2 | | Giannotti | |4.| 06.03.2013 9:00-11:00 | N1 | Frequent patterns and association rules / 3 | | Giannotti | |5.| 11.03.2013 9:00-11:00 | N1 | Introduction to CRM and Churn analysis | | Nanni | |6.| 18.03.2013 9:00-11:00 | N1 | Case study: Churn analysis + Data exploration: assignments | | Giannotti - Nanni | |7.| 20.03.2013 9:00-11:00 | N1 | Sequential patterns / 1 | | Nanni | |8.| 25.03.2013 9:00-11:00 | N1 | Sequential patterns / 1 | | Nanni | |9.| 27.03.2013 9:00-11:00 | N1 | Time series / 1 | | Nanni | |10.| 08.04.2013 9:00-11:00 | N1 | Time series / 2 | | Nanni | |11.| 10.04.2013 9:00-11:00 | N1 | Data exploration: results of assignments | | Giannotti - Nanni | |12.| 15.04.2013 9:00-11:00 | N1 | Classification: evaluation methods| | Pedreschi | |13.| 17.04.2013 9:00-11:00 | N1 | Case study: Fraud detection | | Giannotti | |14.| 22.04.2013 9:00-11:00 | N1 | Network diffusion and virality | | Giannotti | |15.| 24.04.2013 9:00-11:00 | N1 | Mobility Data Mining / 1 | | Nanni | |16.| 06.05.2013 9:00-11:00 | N1 | Mobility Data Mining / 2 | | Nanni | |17.| 08.05.2013 9:00-11:00 | N1 | Case study: Mobility Data Mining | | Nanni | |18.| 13.05.2013 9:00-11:00 | N1 | Case study: Mining official data ed health data + Presentation of projects | | Giannotti - Nanni | |19.| 15.05.2013 9:00-11:00 | N1 | Data Mining and Privacy | | Giannotti | |20.| 27.05.2013 9:00-11:00 | N1 | Web usage mining and e-commerce | | Nanni |