10 citations · 24 across the 11 of their papers we have counts for
4 papers · 1 filter
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain
Samanta Knapič, Avleen Malhi, Rohit Saluja +1
In the present paper we present the potential of Explainable Artificial Intelligence methods for decision-support in medical image analysis scenarios. With three types of explainab…
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
Rohit Saluja, Avleen Malhi, Samanta Knapič +2
Machine learning-based systems are rapidly gaining popularity and in-line with that there has been a huge research surge in the field of explainability to ensure that machine learn…
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study
Matti Huotari, Shashank Arora, Avleen Malhi +1
It is of extreme importance to monitor and manage the battery health to enhance the performance and decrease the maintenance cost of operating electric vehicles. This paper concern…
Cognitive Perspectives on Context-based Decisions and Explanations
Marcus Westberg, Kary Främling
When human cognition is modeled in Philosophy and Cognitive Science, there is a pervasive idea that humans employ mental representations in order to navigate the world and make pre…