Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data. - Julie Soulas; Philippe Lenca; André Thépaut (EPIA, 2013)

Periodic Episode Discovery Over Event Streams. - Julie Soulas; Philippe Lenca (EPIA, 2015)

Unsupervised discovery of activities of daily living characterized by their periodicity and variability. - Julie Soulas; Philippe Lenca; André Thépaut (Eng. Appl. Artif. Intell., 2015)

Activity Monitoring Process based on Model-Driven Engineering - Application to Ambient Assisted Living. - Jacques Simonin; Julie Soulas; Philippe Lenca (J. Intell. Syst., 2015)

From sensors and data to data mining for e-Health. - Philippe Lenca; Julie Soulas; Sofian Berrouiguet (KST, 2016)

Frequent Episode Mining Over the Latest Window Using Approximate Support Counting. - Julie Soulas (STREAMEVOLV@ECML-PKDD, 2016)

Activity monitoring through home automation devices. (Monitoring de l'activité via l'utilisation de capteurs domotiques). - Julie Soulas (2016)