92 citations · 168 across the 13 of their papers we have counts for
4 papers · 1 filter
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…
Machine learning in healthcare -- a system's perspective
Awais Ashfaq, Slawomir Nowaczyk
A consequence of the fragmented and siloed healthcare landscape is that patient care (and data) is split along multitude of different facilities and computer systems and enabling i…
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection
Ece Calikus, Slawomir Nowaczyk, Anita Sant'Anna +1
In recent years, there has been increased research interest in detecting anomalies in temporal streaming data. A variety of algorithms have been developed in the data mining commun…
A data-driven approach for discovering heat load patterns in district heating
Ece Calikus, Slawomir Nowaczyk, Anita Sant'Anna +2
Understanding the heat usage of customers is crucial for effective district heating operations and management. Unfortunately, existing knowledge about customers and their heat load…