Följ
Slawomir Nowaczyk
Slawomir Nowaczyk
Professor, Center for Applied Intelligent Systems Research, Halmstad University
Verifierad e-postadress på hh.se - Startsida
Titel
Citeras av
Citeras av
År
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
2262015
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
2072019
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
1192018
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
1072019
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
972020
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
712020
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
632023
Knowledge-based reconfiguration of automation systems
J Malec, A Nilsson, K Nilsson, S Nowaczyk
2007 IEEE International Conference on Automation Science and Engineering …, 2007
592007
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
542018
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
532015
Why Is Multiclass Classification Hard?
P Del Moral, S Nowaczyk, S Pashami
IEEE Access 10, 80448-80462, 2022
452022
Opportunities for Machine Learning in District Heating
G Mbiydzenyuy, S Nowaczyk, H Knutsson, D Vanhoudt, J Brage, ...
Applied Sciences 11 (13), 6112, 2021
422021
Early prediction of quality issues in automotive modern industry
R Khoshkangini, P Sheikholharam Mashhadi, P Berck, ...
Information 11 (7), 354, 2020
422020
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
422020
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
392013
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
382020
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
332018
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
322020
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
322019
Semantics-aware dynamic graph convolutional network for traffic flow forecasting
G Liang, U Kintak, X Ning, P Tiwari, S Nowaczyk, N Kumar
IEEE Transactions on Vehicular Technology 72 (6), 7796-7809, 2023
292023
Systemet kan inte utföra åtgärden just nu. Försök igen senare.
Artiklar 1–20