167 citations · 522 across the 16 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.AI2015★ 1 cited
First-order integer programming for MAP problems
James Cussens
Finding the most probable (MAP) model in SRL frameworks such as Markov logic and Problog can, in principle, be solved by encoding the problem as a `grounded-out' mixed integer prog…
stat.ME2015★ 38 cited
Searching Multiregression Dynamic Models of Resting-State fMRI Networks Using Integer Programming
Lilia Costa, Jim Smith, Thomas Nichols +3
A Multiregression Dynamic Model (MDM) is a class of multivariate time series that represents various dynamic causal processes in a graphical way. One of the advantages of this clas…
math.CO2015★ 1 cited
Polyhedral aspects of score equivalence in Bayesian network structure learning
James Cussens, David Haws, Milan Studeny
This paper deals with faces and facets of the family-variable polytope and the characteristic-imset polytope, which are special polytopes used in integer linear programming approac…