Synchronous Modelling of Asynchronous Systems. - Nicolas Halbwachs; Siwar Baghdadi (EMSOFT, 2002)

Structure learning in a Bayesian network-based video indexing framework. - Siwar Baghdadi; Guillaume Gravier; Claire-Hélène Demarty; Patrick Gros (ICME, 2008)

Extraction multimodale de métadonnées de séquences video dans un cadre bayésien. (Multimodal extraction of metadata from video streams in a Bayesian framework). - Siwar Baghdadi (2010)

Classification-oriented structure learning in Bayesian networks for multimodal event detection in videos. - Guillaume Gravier; Claire-Hélène Demarty; Siwar Baghdadi; Patrick Gros (Multim. Tools Appl., 2014)