34 citations · 66 across the 6 of their papers we have counts for
6 papers
What if? Causal Machine Learning in Supply Chain Risk Management
Mateusz Wyrembek, George Baryannis, Alexandra Brintrup
The penultimate goal for developing machine learning models in supply chain management is to make optimal interventions. However, most machine learning models identify correlations…
Trustworthy, responsible, ethical AI in manufacturing and supply chains: synthesis and emerging research questions
Alexandra Brintrup, George Baryannis, Ashutosh Tiwari +3
While the increased use of AI in the manufacturing sector has been widely noted, there is little understanding on the risks that it may raise in a manufacturing organisation. Altho…
Reformulation Techniques for Automated Planning: A Systematic Review
Diaeddin Alarnaouti, George Baryannis, Mauro Vallati
Automated planning is a prominent area of Artificial Intelligence, and an important component for intelligent autonomous agents. A cornerstone of domain-independent planning is the…
Modal Logic S5 Satisfiability in Answer Set Programming
Mario Alviano, Sotiris Batsakis, George Baryannis
Modal logic S5 has attracted significant attention and has led to several practical applications, owing to its simplified approach to dealing with nesting modal operators. Efficien…
A Generalised Approach for Encoding and Reasoning with Qualitative Theories in Answer Set Programming
George Baryannis, Ilias Tachmazidis, Sotiris Batsakis +3
Qualitative reasoning involves expressing and deriving knowledge based on qualitative terms such as natural language expressions, rather than strict mathematical quantities. Well o…
A Trajectory Calculus for Qualitative Spatial Reasoning Using Answer Set Programming
George Baryannis, Ilias Tachmazidis, Sotiris Batsakis +4
Spatial information is often expressed using qualitative terms such as natural language expressions instead of coordinates; reasoning over such terms has several practical applicat…