Slawomir Nowaczyk
Slawomir Nowaczyk
Professor, Center for Applied Intelligent Systems Research, Halmstad University
Verifierad e-postadress på hh.se - Startsida
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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
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
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
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
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
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
Knowledge-based reconfiguration of automation systems
J Malec, A Nilsson, K Nilsson, S Nowaczyk
2007 IEEE International Conference on Automation Science and Engineering …, 2007
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
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
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
Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation
A Galozy, S Nowaczyk, A Sant’Anna, M Ohlsson, M Lingman
International Journal of Medical Informatics 136, 104092, 2020
Fast Genetic Algorithm for feature selection—A qualitative approximation approach
MG Altarabichi, S Nowaczyk, S Pashami, PS Mashhadi
Expert Systems with Applications 211, 118528, 2023
Early prediction of quality issues in automotive modern industry
R Khoshkangini, P Sheikholharam Mashhadi, P Berck, ...
Information 11 (7), 354, 2020
Opportunities for Machine Learning in District Heating
G Mbiydzenyuy, S Nowaczyk, H Knutsson, D Vanhoudt, J Brage, ...
Applied Sciences 11 (13), 6112, 2021
How behavior change strategies are used to design digital interventions to improve medication adherence and blood pressure among patients with hypertension: systematic review
K Etminani, A Tao Engström, C Göransson, A Sant’Anna, S Nowaczyk
Journal of medical Internet research 22 (4), e17201, 2020
No free lunch but a cheaper supper: A general framework for streaming anomaly detection
E Calikus, S Nowaczyk, A Sant’Anna, O Dikmen
Expert systems with applications 155, 113453, 2020
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
Predicting air compressor failures using long short term memory networks
K Chen, S Pashami, Y Fan, S Nowaczyk
Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019
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
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
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