140 citations · 198 across the 6 of their papers we have counts for
7 papers
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…
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs
Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen +2
Increasingly common open data and open application programming interfaces (APIs) together with the progress of data science -- such as artificial intelligence (AI) and especially m…
Towards Utility-based Prioritization of Requirements in Open Source Environments
Alexander Felfernig, Martin Stettinger, Müslüm Atas +5
Requirements Engineering in open source projects such as Eclipse faces the challenge of having to prioritize requirements for individual contributors in a more or less unobtrusive…
Improved management of issue dependencies in issue trackers of large collaborative projects
Mikko Raatikainen, Quim Motger, Clara Marie Lüders +7
Issue trackers, such as Jira, have become the prevalent collaborative tools in software engineering for managing issues, such as requirements, development tasks, and software bugs.…
OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira
Clara Marie Lüders, Mikko Raatikainen, Joaquim Motger +1
Managing software projects gets more and more complicated with an increasing project and product size. To cope with this complexity, many organizations use issue tracking systems,…
Needs and Challenges for a Platform to Support Large-scale Requirements Engineering. A Multiple Case Study
Davide Fucci, Cristina Palomares, Dolors Costal +12
Background: Requirement engineering is often considered a critical activity in system development projects. The increasing complexity of software, as well as number and heterogenei…