140 citations · 293 across the 12 of their papers we have counts for
4 papers · 1 filter
Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model
Majid Haghparast, Tommi Mikkonen, Jukka K. Nurminen +1
Despite the increasing interest in quantum computing, the aspect of development to achieve cost-effective and reliable quantum software applications has been slow. One barrier is t…
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…
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…
Validation Frameworks for Self-Driving Vehicles: A Survey
Francesco Concas, Jukka K. Nurminen, Tommi Mikkonen +1
As a part of the digital transformation, we interact with more and more intelligent gadgets. Today, these gadgets are often mobile devices, but in the advent of smart cities, more…