140 citations · 293 across the 12 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.SE2021★ 32 cited
On Misbehaviour and Fault Tolerance in Machine Learning Systems
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö +2
Machine learning (ML) provides us with numerous opportunities, allowing ML systems to adapt to new situations and contexts. At the same time, this adaptability raises uncertainties…
cs.SE2021★ 140 cited
Systematic Literature Review of Validation Methods for AI Systems
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö +2
Context: Artificial intelligence (AI) has made its way into everyday activities, particularly through new techniques such as machine learning (ML). These techniques are implementab…