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Sławomir Nowaczyk · SciRah

Researcher profile · Semantic Scholar

Sławomir Nowaczyk

Halmstad University

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Sławomir Nowaczyk — researcher profile on SciRah

ORCID iD 0000-0002-7796-5201Homepage

h-index: 24
Works: 132
Citations: 1,935

Most-cited papers

Readmission prediction using deep learning on electronic health records
Awais Ashfaq, A. Sant'Anna, M. Lingman, Sławomir Nowaczyk
2019Journal of Biomedical Informatics178 citations Open access
Semantic Scholar
Agreeing to disagree: active learning with noisy labels without crowdsourcing
Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, K. Santosh, A. Verikas
2017International Journal of Machine Learning and Cybernetics99 citations Open access
Semantic Scholar
Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing Models
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn S. Rögnvaldsson
2019Reliability Engineering & System Safety87 citations Open access
Semantic Scholar
A Data-Driven Approach for Discovery of Heat Load Patterns in District Heating
Ece Calikus, Sławomir Nowaczyk, A. Sant'Anna, Henrik Gadd +1 more
2019Applied Energy85 citations Open access
Semantic Scholar
Fast Genetic Algorithm for feature selection — A qualitative approximation approach
Mohammed Ghaith Altarabichi, Sławomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi
2023Expert systems with applications72 citations Open access
Semantic Scholar
Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatiotemporal Forecasting
G. Liang, P. Tiwari, Sławomir Nowaczyk, S. Byttner +1 more
2023IEEE Transactions on Neural Networks and Learning Systems55 citations Open access
Semantic Scholar
Why Is Multiclass Classification Hard?
Pablo del Moral, Sławomir Nowaczyk, Sepideh Pashami
2022IEEE Access55 citations Open access
Semantic Scholar
Semantics-Aware Dynamic Graph Convolutional Network for Traffic Flow Forecasting
G. Liang, K. U, Xin Ning, Prayag Tiwari +2 more
2023IEEE Transactions on Vehicular Technology46 citations Open access
Semantic Scholar
Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation
Alexander Galozy, Sławomir Nowaczyk, A. Sant'Anna, M. Ohlsson +1 more
2020Int. J. Medical Informatics44 citations Open access
Semantic Scholar
Self-monitoring for maintenance of vehicle fleets
Thorsteinn S. Rögnvaldsson, Sławomir Nowaczyk, S. Byttner, Rune Prytz +1 more
2018Data mining and knowledge discovery36 citations Open access
Semantic Scholar
How Behavior Change Strategies are Used to Design Digital Interventions to Improve Medication Adherence and Blood Pressure Among Patients With Hypertension: Systematic Review
Kobra Etminani, Arianna Tao Engström, Carina Göransson, A. Sant'Anna +1 more
2020Journal of Medical Internet Research33 citations Open access
Semantic Scholar
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection
Ece Calikus, Sławomir Nowaczyk, A. Sant'Anna, O. Dikmen
2019Expert systems with applications33 citations Open access
Semantic Scholar
Opportunities for Machine Learning in District Heating
Gideon Mbiydzenyuy, Sławomir Nowaczyk, Håkan Knutsson, D. Vanhoudt +2 more
2021Applied Sciences32 citations Open access
Semantic Scholar
Early Prediction of Quality Issues in Automotive Modern Industry
R. Khoshkangini, P. Mashhadi, P. Berck, Saeed Gholami Shahbandi +3 more
2020Inf.32 citations Open access
Semantic Scholar
Multi-domain adaptation for regression under conditional distribution shift
Zahra Taghiyarrenani, Sławomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia
2023Expert systems with applications31 citations Open access
Semantic Scholar
An adaptive algorithm for anomaly and novelty detection in evolving data streams
Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, A. H. Payberah
2018Data mining and knowledge discovery31 citations Open access
Semantic Scholar
Interactive Clustering
Juhee Bae, Tove Helldin, M. Riveiro, Sławomir Nowaczyk +2 more
2020ACM Computing Surveys26 citations Open access
Semantic Scholar
Explainable Predictive Maintenance
Sepideh Pashami, Sławomir Nowaczyk, Yuantao Fan, J. Jakubowski +12 more
2023arXiv.org25 citations Open access
Semantic Scholar
Interactive feature extraction for diagnostic trouble codes in predictive maintenance: A case study from automotive domain
Parivash Pirasteh, Sławomir Nowaczyk, Sepideh Pashami, Magnus Löwenadler +3 more
2019ACM International Workshop on Web Information and Data Management24 citations Open access
Semantic Scholar
Assessing Parkinson's disease severity using speech analysis in non-native speakers
Taha Khan, Lina E. Lundgren, David G. Anderson, I. Nowak +6 more
2020Computer Speech and Language23 citations
Semantic Scholar
Predicting Air Compressor Failures Using Long Short Term Memory Networks
Kunru Chen, Sepideh Pashami, Yuantao Fan, Sławomir Nowaczyk
2019Portuguese Conference on Artificial Intelligence23 citations
Semantic Scholar
Reliability evaluation of power cables considering the restoration characteristic
H. Nemati, A. Sant'Anna, Sławomir Nowaczyk, J. Jürgensen +1 more
2019International Journal of Electrical Power & Energy Systems22 citations
Semantic Scholar
Stacked Ensemble of Recurrent Neural Networks for Predicting Turbocharger Remaining Useful Life
P. Mashhadi, Sławomir Nowaczyk, Sepideh Pashami
201922 citations Open access
Semantic Scholar
Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection
Mohammed Ghaith Altarabichi, Sławomir Nowaczyk, Sepideh Pashami, P. Mashhadi
2021IEEE Congress on Evolutionary Computation21 citations Open access
Semantic Scholar
Prediction and pattern analysis of medication refill adherence through electronic health records and dispensation data
Alexander Galozy, Sławomir Nowaczyk
2020Journal of Biomedical Informatics: X20 citations Open access
Semantic Scholar
Enhancing Energy Efficiency in Connected Vehicles for Traffic Flow Optimization
Z. Shahbazi, Sławomir Nowaczyk
2023Smart Cities19 citations Open access
Semantic Scholar
Wisdom of the contexts: active ensemble learning for contextual anomaly detection
Ece Calikus, Sławomir Nowaczyk, Mohamed-Rafik Bouguelia, O. Dikmen
2021Data mining and knowledge discovery19 citations Open access
Semantic Scholar
Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters
Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rafik Bouguelia, Sepideh Pashami +1 more
2020Pacific-Asia Conference on Knowledge Discovery and Data Mining19 citations Open access
Semantic Scholar
Predicting Air Compressor Failures with Echo State Networks
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn S. Rögnvaldsson, Eric A. Antonelo
2016PHM Society European Conference19 citations Open access
Semantic Scholar
Mode tracking using multiple data streams
Mohamed-Rafik Bouguelia, Alexander Karlsson, Sepideh Pashami, Sławomir Nowaczyk +1 more
2018Information Fusion17 citations Open access
Semantic Scholar
Parallel orthogonal deep neural network
P. Mashhadi, Sławomir Nowaczyk, Sepideh Pashami
2021Neural Networks16 citations Open access
Semantic Scholar
Warranty Claim Rate Prediction Using Logged Vehicle Data
R. Khoshkangini, Sepideh Pashami, Sławomir Nowaczyk
2019Portuguese Conference on Artificial Intelligence14 citations
Semantic Scholar
Ranking Abnormal Substations by Power Signature Dispersion
Ece Calikus, Sławomir Nowaczyk, A. Sant'Anna, S. Byttner
2018Energy Procedia13 citations Open access
Semantic Scholar
DEED: DEep Evidential Doctor
Awais Ashfaq, M. Lingman, Murat Sensoy, Sławomir Nowaczyk
2023Artificial Intelligence10 citations Open access
Semantic Scholar
A Knowledge-Based AI Framework for Mobility as a Service
E. Rajabi, Sławomir Nowaczyk, Sepideh Pashami, M. Bergquist +2 more
2023Sustainability10 citations Open access
Semantic Scholar
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set
Narjes Davari, Sepideh Pashami, Bruno Veloso, Sławomir Nowaczyk +4 more
2022International Symposium on Intelligent Data Analysis10 citations Open access
Semantic Scholar
Learning Low-Dimensional Representation of Bivariate Histogram Data
E. Vaičiukynas, Matej Ulicny, Sepideh Pashami, Sławomir Nowaczyk
2018IEEE transactions on intelligent transportation systems (Print)10 citations Open access
Semantic Scholar
Material handling machine activity recognition by context ensemble with gated recurrent units
Kunru Chen, Thorsteinn S. Rögnvaldsson, Sławomir Nowaczyk, Sepideh Pashami +2 more
2023Engineering applications of artificial intelligence9 citations Open access
Semantic Scholar
Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification
Pablo del Moral, Sławomir Nowaczyk, A. Sant'Anna, Sepideh Pashami
2021Pattern Recognition9 citations Open access
Semantic Scholar
Pitfalls of Affective Computing: How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks
M. Cooney, Sepideh Pashami, A. Sant'Anna, Yuantao Fan +1 more
2018The Web Conference9 citations Open access
Semantic Scholar
XAI for Predictive Maintenance
João Gama, Sławomir Nowaczyk, Sepideh Pashami, Rita P. Ribeiro +2 more
2023Knowledge Discovery and Data Mining8 citations Open access
Semantic Scholar
Modeling Turbocharger Failures using Markov Process for Predictive Maintenance
Mahmoud Rahat, Sepideh Pashami, Sławomir Nowaczyk, Zahra Kharazian
20208 citations Open access
Semantic Scholar
Causal discovery using clusters from observational data
Sepideh Pashami, A. Holst, Juhee Bae, Sławomir Nowaczyk
20198 citations
Semantic Scholar
Domain Adaptation in Predicting Turbocharger Failures Using Vehicle’s Sensor Measurements
Mahmoud Rahat, P. Mashhadi, Sławomir Nowaczyk, Thorsteinn Rognvaldsson +2 more
2022PHM Society European Conference7 citations Open access
Semantic Scholar
Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses
Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, P. Mashhadi +1 more
2021International Conference on Data Science and Advanced Analytics7 citations
Semantic Scholar
Towards Autonomous Knowledge Creation from Big Data in Smart Cities
Sławomir Nowaczyk, Thorsteinn S. Rögnvaldsson, Yuantao Fan, Ece Calikus
2021Handbook of Smart Cities7 citations
Semantic Scholar
Semi-Supervised Learning for Forklift Activity Recognition from Controller Area Network (CAN) Signals
Kunru Chen, Thorsteinn S. Rögnvaldsson, Sławomir Nowaczyk, Sepideh Pashami +2 more
2022Italian National Conference on Sensors6 citations Open access
Semantic Scholar
Stacking Ensembles of Heterogenous Classifiers for Fault Detection in Evolving Environments
Mohammed Ghaith Altarabichi, P. Mashhadi, Yuantao Fan, Sepideh Pashami +4 more
20206 citations
Semantic Scholar
Interactive-COSMO: Consensus Self-Organized Models for Fault Detection with Expert Feedback
Ece Calikus, Yuantao Fan, Sławomir Nowaczyk, A. Sant'Anna
2019ACM International Workshop on Web Information and Data Management6 citations Open access
Semantic Scholar
Stream Data Cleaning for Dynamic Line Rating Application
H. Nemati, A. Laso, M. Mañana, A. Sant'Anna +1 more
2018Energies6 citations Open access
Semantic Scholar

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