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Slawomir Nowaczyk

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Spatial Clustering Approach for Vessel Path Identification

Mar 09, 2024
Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghan

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Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles

Nov 27, 2023
Yuantao Fan, Zhenkan Wang, Sepideh Pashami, Slawomir Nowaczyk, Henrik Ydreskog

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Heterogeneous Federated Learning via Personalized Generative Networks

Aug 25, 2023
Zahra Taghiyarrenani, Abdallah Abdallah, Slawomir Nowaczyk, Sepideh Pashami

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Explainable Predictive Maintenance

Jun 08, 2023
Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed-Mouchaweh, Lala Rajaoarisoa, Grzegorz J. Nalepa, João Gama

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Learning Causal Mechanisms through Orthogonal Neural Networks

Jun 05, 2023
Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk

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Information-Gathering in Latent Bandits

Jul 08, 2022
Alexander Galozy, Slawomir Nowaczyk

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Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection

Jan 27, 2021
Ece Calikus, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Onur Dikmen

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Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification

Jan 26, 2021
Pablo del Moral, Slawomir Nowaczyk, Anita Sant'Anna, Sepideh Pashami

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Corrupted Contextual Bandits with Action Order Constraints

Nov 16, 2020
Alexander Galozy, Slawomir Nowaczyk, Mattias Ohlsson

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No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection

Sep 23, 2019
Ece Calikus, Slawomir Nowaczyk, Anita Sant'Anna, Onur Dikmen

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