Slawomir Nowaczyk
Slawomir Nowaczyk
Professor, Center for Applied Intelligent Systems Research, Halmstad University
Bestätigte E-Mail-Adresse bei hh.se - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Agreeing to disagree: active learning with noisy labels without crowdsourcing
MR Bouguelia, S Nowaczyk, KC Santosh, A Verikas
International Journal of Machine Learning and Cybernetics 9 (8), 1307-1319, 2018
822018
Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data
R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner
Engineering applications of artificial intelligence 41, 139-150, 2015
822015
Knowledge-based reconfiguration of automation systems
J Malec, A Nilsson, K Nilsson, S Nowaczyk
2007 IEEE International Conference on Automation Science and Engineering …, 2007
492007
Readmission prediction using deep learning on electronic health records
A Ashfaq, A Sant’Anna, M Lingman, S Nowaczyk
Journal of biomedical informatics 97, 103256, 2019
382019
A data-driven approach for discovering heat load patterns in district heating
E Calikus, S Nowaczyk, A Sant'Anna, H Gadd, S Werner
Applied Energy 252, 113409, 2019
34*2019
Self-monitoring for maintenance of vehicle fleets
T Rögnvaldsson, S Nowaczyk, S Byttner, R Prytz, M Svensson
Data mining and knowledge discovery 32 (2), 344-384, 2018
312018
Evaluation of Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet
Y Fan, S Nowaczyk, T Rögnvaldsson
Procedia Computer Science 53, 447-456, 2015
302015
Declarative-knowledge-based reconfiguration of automation systems using a blackboard architecture
M Haage, J Malec, A Nilsson, K Nilsson, S Nowaczyk
Eleventh Scandinavian Conference on Artificial Intelligence, 163-172, 2011
222011
Analysis of truck compressor failures based on logged vehicle data
R Prytz, S Nowaczyk, T Rögnvaldsson, S Byttner
9th International Conference on Data Mining, Las Vegas, Nevada, USA, July 22 …, 2013
212013
Transfer learning for remaining useful life prediction based on consensus self-organizing models
Y Fan, S Nowaczyk, T Rögnvaldsson
Reliability Engineering & System Safety 203, 107098, 2020
192020
Interactive Clustering: A Comprehensive Review
J Bae, T Helldin, M Riveiro, S Nowaczyk, MR Bouguelia, G Falkman
ACM Computing Surveys (CSUR) 53 (1), 1-39, 2020
192020
An adaptive algorithm for anomaly and novelty detection in evolving data streams
MR Bouguelia, S Nowaczyk, AH Payberah
Data mining and knowledge discovery 32 (6), 1597-1633, 2018
142018
Method for monitoring the operation of a sensor
N Karlsson, M Svensson, S NOWACZYK, S Byttner, R PRYTZ, ...
US Patent App. 10/109,118, 2018
14*2018
Incorporating Expert Knowledge into a Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet
Y Fan, S Nowaczyk, T Rögnvaldsson
Frontiers in Artificial Intelligence and Applications 278, 58-67, 2015
142015
Towards a Machine Learning Algorithm for Predicting Truck Compressor Failures Using Logged Vehicle Data
S Nowaczyk, R Prytz, T Rögnvaldsson, S Byttner
12th Scandinavian Conference on Artificial Intelligence, Aalborg, Denmark …, 2013
142013
Towards relation discovery for diagnostics
R Prytz, S Nowaczyk, S Byttner
Proceedings of the First International Workshop on Data Mining for Service …, 2011
122011
On using rule induction in multiple classifiers with a combiner aggregation strategy
J Stefanowski, S Nowaczyk
5th International Conference on Intelligent Systems Design and Applications …, 2005
122005
Reliability evaluation of power cables considering the restoration characteristic
HM Nemati, A Sant’Anna, S Nowaczyk, JH Jürgensen, P Hilber
International Journal of Electrical Power & Energy Systems 105, 622-631, 2019
102019
Mode tracking using multiple data streams
MR Bouguelia, A Karlsson, S Pashami, S Nowaczyk, A Holst
Information Fusion 43, 33-46, 2018
102018
A field test with self-organized modeling for knowledge discovery in a fleet of city buses
S Byttner, S Nowaczyk, R Prytz, T Rögnvaldsson
2013 IEEE International Conference on Mechatronics and Automation, 896-901, 2013
102013
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