BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//Talks.cam//talks.cam.ac.uk//
X-WR-CALNAME:Talks.cam
BEGIN:VEVENT
SUMMARY:Mining higher-order triadic interactions - Marta Niedostatek (Quee
 n Mary University of London)
DTSTART:20240801T100000Z
DTEND:20240801T102500Z
UID:TALK219247@talks.cam.ac.uk
DESCRIPTION:Higher-order networks are attracting large scientific interest
  in recent years. However\, a key challenge is to infer higher-order inter
 actions from data. Triadic interactions are a fundamental type of higher-o
 rder interactions that occur when one node regulates the interaction betwe
 en two other nodes. We explore the fundamental dynamical properties of net
 works with triadic interactions between continuous variables. We formulate
  a general model of networks with triadic interactions. Moreover we propos
 e an information theory framework and an algorithm\, validated on the tria
 dic model\, that we call Triaction\, that is able to mine triadic interact
 ions from data and we apply this framework to gene expression data finding
  new candidates for triadic interactions relevant for Acute Myeloid Leukem
 ia. In the future\, the method could be applied to other type of data incl
 uding times series relevant in climate research.
LOCATION:External
END:VEVENT
END:VCALENDAR