no code implementations • 28 Nov 2022 • Jae Hee Lee, Michael Sioutis, Kyra Ahrens, Marjan Alirezaie, Matthias Kerzel, Stefan Wermter
In this chapter, we view this integration problem from the perspective of Neuro-Symbolic AI.
no code implementations • 3 Sep 2019 • Tomi Janhunen, Michael Sioutis
Allen's Interval Algebra constitutes a framework for reasoning about temporal information in a qualitative manner.
no code implementations • 30 Apr 2019 • Marjan Alirezaie, Martin Längkvist, Michael Sioutis, Amy Loutfi
Understanding why machine learning algorithms may fail is usually the task of the human expert that uses domain knowledge and contextual information to discover systematic shortcomings in either the data or the algorithm.
no code implementations • 18 Aug 2017 • Shufeng Kong, Sanjiang Li, Michael Sioutis
Among the local consistency techniques used for solving constraint networks, path-consistency (PC) has received a great deal of attention.