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6 papers · 1 filter
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research
AKM Bahalul Haque, A. K. M. Najmul Islam, Patrick Mikalef
The final search query for the Systematic Literature Review (SLR) was conducted on 15th July 2022. Initially, we extracted 1707 journal and conference articles from the Scopus and…
Evolution of positive streamers in air over non-planar dielectrics: Experiments and simulations
Hans Kristian Meyer, Robert Marskar, Frank Mauseth
We study positive streamers in air propagating along polycarbonate dielectric plates with and without small-scale surface profiles. The streamer development was documented using li…
Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns
Dusica Marijan, Sagar Sen
Increasing the impact of software engineering research in the software industry and the society at large has long been a concern of high priority for the software engineering commu…
Mutual information estimation for graph convolutional neural networks
Marius C. Landverk, Signe Riemer-Sørensen
Measuring model performance is a key issue for deep learning practitioners. However, we often lack the ability to explain why a specific architecture attains superior predictive ac…
A Levenberg-Marquardt algorithm for sparse identification of dynamical systems
Mark Haring, Esten Ingar Grøtli, Signe Riemer-Sørensen +2
Low complexity of a system model is essential for its use in real-time applications. However, sparse identification methods commonly have stringent requirements that exclude them f…
Making Internal Software Startups Work: How to Innovate Like a Venture Builder?
Anastasiia Tkalich, Nils Brede Moe, Rasmus Ulfsnes
With the increasing availability of software usage and the influence of the Lean Startup mindset, more and more companies choose to innovate through internal software startups. Suc…