2 citations · 3 across the 3 of their papers we have counts for
4 papers
Volvo Discovery Challenge at ECML-PKDD 2024
Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Sławomir Nowaczyk +6
This paper presents an overview of the Volvo Discovery Challenge, held during the ECML-PKDD 2024 conference. The challenge's goal was to predict the failure risk of an anonymized c…
Learning to Learn without Forgetting using Attention
Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia +1
Continual learning (CL) refers to the ability to continually learn over time by accommodating new knowledge while retaining previously learned experience. While this concept is inh…
Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain
Ola Hall, Mattias Ohlsson, Thortseinn Rögnvaldsson
Recent advances in artificial intelligence and machine learning have created a step change in how to measure human development indicators, in particular asset based poverty. The co…
Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing Models
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson
The traditional paradigm for developing machine prognostics usually relies on generalization from data acquired in experiments under controlled conditions prior to deployment of th…