Slawomir Nowaczyk
Högskolan i Halmstad
H-index: 21
Europe-Sweden
Top articles of Slawomir Nowaczyk
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data | Axel Karlsson Tianze Wang Slawomir Nowaczyk Sepideh Pashami Sahar Asadi | 2024/4/16 | |
Fast Genetic Algorithm for feature selection--A qualitative approximation approach | arXiv e-prints | Mohammed Ghaith Altarabichi Sławomir Nowaczyk Sepideh Pashami Peyman Sheikholharam Mashhadi | 2024/4 |
Exploring classical machine learning for identification of pathological lung auscultations | Computers in Biology and Medicine | Haroldas Razvadauskas Evaldas Vaičiukynas Kazimieras Buškus Lukas Arlauskas Sławomir Nowaczyk | 2024/1/1 |
Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks | Information Sciences | Mohammed Ghaith Altarabichi Sławomir Nowaczyk Sepideh Pashami Peyman Sheikholharam Mashhadi Julia Handl | 2024/5/1 |
Data Analytics for Improving Energy Efficiency in Short Sea Shipping | arXiv preprint arXiv:2404.00902 | Mohamed Abuella Hadi Fanaee M Atou Slawomir Nowaczyk Simon Johansson | 2024/4/1 |
Evaluating Charging Strategies for Electric Vehicles | Zeinab Shahbazi Siddhant Som Slawomir Nowaczyk Jens Andersson Sami Fatmi | 2024/2/6 | |
Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping | arXiv preprint arXiv:2402.00698 | Mohamed Abuella Hadi Fanaee Slawomir Nowaczyk Simon Johansson Ethan Faghani | 2024/2/1 |
Material handling machine activity recognition by context ensemble with gated recurrent units | Engineering Applications of Artificial Intelligence | Kunru Chen Thorsteinn Rögnvaldsson Sławomir Nowaczyk Sepideh Pashami Jonas Klang | 2023/11/1 |
A Knowledge-Based AI Framework for Mobility as a Service | Sustainability | Enayat Rajabi Sławomir Nowaczyk Sepideh Pashami Magnus Bergquist Geethu Susan Ebby | 2023/1 |
Semantics-aware Dynamic Graph Convolutional Network for Traffic Flow Forecasting | IEEE Transactions on Vehicular Technology | Guojun Liang U Kintak Xin Ning Prayag Tiwari Slawomir Nowaczyk | 2023/1/30 |
Explainable Predictive Maintenance | arXiv preprint arXiv:2306.05120 | Sepideh Pashami Slawomir Nowaczyk Yuantao Fan Jakub Jakubowski Nuno Paiva | 2023/6/8 |
Analysis of Statistical Data Heterogeneity in Federated Fault Identification | PHM Society Asia-Pacific Conference | Zahra Taghiyarrenani Slawomir Nowaczyk Sepideh Pashami | 2023/9/4 |
EcoShap: Save Computations by only Calculating Shapley Values for Relevant Features | Parisa Jamshidi Sławomir Nowaczyk Mahmoud Rahat | 2023/9/30 | |
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022 … | Michael Kamp Irena Koprinska Adrien Bibal Tassadit Bouadi Benoît Frénay | 2022/2/18 | |
Fast Genetic Algorithm for feature selection—A qualitative approximation approach | Mohammed Ghaith Altarabichi Sławomir Nowaczyk Sepideh Pashami Peyman Sheikholharam Mashhadi | 2023/7/15 | |
Learning Causal Mechanisms through Orthogonal Neural Networks | Peyman Sheikholharam Mashhadi Sławomir Nowaczyk | 2023/6/5 | |
Evaluation of Multi-Modal Learning for Predicting Coolant Pump Failures in Heavy Duty Vehicles | PHM Society Asia-Pacific Conference | Yuantao Fan Amine Atoui Slawomir Nowaczyk Thorsteinn Rognvaldsson | 2023/9/4 |
Towards Explainable Deep Domain Adaptation | Szymon Bobek Sławomir Nowaczyk Sepideh Pashami Zahra Taghiyarrenani Grzegorz J Nalepa | 2023/9/30 | |
Toward Solving Domain Adaptation with Limited Source Labeled Data | Kunru Chen Thorsteinn Rögnvaldsson Sławomir Nowaczyk Sepideh Pashami Jonas Klang | 2023/12/4 | |
Information-gathering in latent bandits | Knowledge-Based Systems | Alexander Galozy Sławomir Nowaczyk | 2023/1/25 |
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