Publications
Number of publications matching the search criterion: 12
Doctoral Thesis (1)
A Data-Driven Approach to Remote Fault Diagnosis of Heavy-duty Machines (Oct 2015) Tomas Olsson Doctoral Thesis (PhD Thesis)
Book chapter (1)
Machine Learning Models for Industrial Applications (Feb 2021) Enislay Ramentol , Tomas Olsson, Shaibal Barua AI and Learning Systems - Industrial Applications and Future Directions (intechopen)
Journal article (2)
Case-Based Reasoning for Explaining Probabilistic Machine Learning (Apr 2014) Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong International Journal of Computer Science and Information Technology (IJCSIT)
Case-based reasoning supports fault diagnosis using sensor information (Dec 2013) Ning Xiong, Tomas Olsson, Peter Funk International Journal of COMADEM, 2013 (IJ'COMADEM-2013)
Conference/Workshop Paper (8)
Fault Diagnosis via Fusion of Information from a Case Stream (Sep 2015) Tomas Olsson, Ning Xiong, Elisabeth Källström , Peter Funk 23rd International Conference on Case-Based Reasoning (ICCBR 2015)
A Probabilistic Approach to Aggregating Anomalies for Unsupervised Anomaly Detection with Industrial Applications (May 2015) Tomas Olsson, Anders Holst The 28th International FLAIRS Conference (Flairs-28)
Representation and similarity evaluation of symbolic time series in uncertain environments (Sep 2014) Ning Xiong, Peter Funk, Tomas Olsson The Workshop on "Time in CBR" in the International Conference on Case-Based Reasoning, 2014 (RATIC14)
Fault Diagnosis of Heavy Duty Machines: Automatic Transmission Clutches (Sep 2014) Tomas Olsson, Elisabeth Källström , Daniel Gillblad, Peter Funk, John Lindström , Lars Håkansson , Joakim Lundin , Magnus Svensson , Jonas Larsson Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)
Explaining Probabilistic Fault Diagnosis and Classification using Case-based Reasoning (Sep 2014) Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong 22nd International Conference on Case-Based Reasoning (ICCBR 2014)
Evaluating Machine Learning for Predicting Next-Day Hot Water Production of a Heat Pump (May 2013) Tomas Olsson 4th International Conference on Power Engineering, Energy and Electrical Drives (POWERENG 2013)
Case-Based Reasoning Supports Fault Diagnosis Using Sensor Information (Nov 2012) Ning Xiong, Peter Funk, Tomas Olsson The 2nd International Workshop and Congress on eMaintenance
Case-based reasoning combined with statistics for diagnostics and prognosis (Jun 2012) Tomas Olsson, Peter Funk 25th International Congress on Condition Monitoring and Diagnostic Engineering
