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 | 85 | 2019 |
Opportunities for machine learning in district heating G Mbiydzenyuy, S Nowaczyk, H Knutsson, D Vanhoudt, J Brage, ... Applied Sciences 11 (13), 6112, 2021 | 31 | 2021 |
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 | 29 | 2020 |
Ranking abnormal substations by power signature dispersion E Calikus, S Nowaczyk, A Sant’Anna, S Byttner Energy Procedia 149, 345-353, 2018 | 14 | 2018 |
Towards autonomous knowledge creation from big data in smart cities S Nowaczyk, T Rögnvaldsson, Y Fan, E Calikus Handbook of smart cities, 1-35, 2020 | 7 | 2020 |
Kinect interacted drum game for disabled children E Çahkuş, H Köse, G İnce 2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014 | 7 | 2014 |
Wisdom of the contexts: active ensemble learning for contextual anomaly detection E Calikus, S Nowaczyk, MR Bouguelia, O Dikmen Data Mining and Knowledge Discovery 36 (6), 2410-2458, 2022 | 6 | 2022 |
Interactive-cosmo: consensus self-organized models for fault detection with expert feedback E Calikus, Y Fan, S Nowaczyk, A Sant'Anna Proceedings of the workshop on interactive data mining, 1-9, 2019 | 5 | 2019 |
Monitoring equipment operation through model and event discovery S Nowaczyk, A Sant’Anna, E Calikus, Y Fan Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 4 | 2018 |
Together we learn more: Algorithms and applications for user-centric anomaly detection E Calikus Halmstad University Press, 2022 | 3 | 2022 |
Reimagining Anomalies: What If Anomalies Were Normal? P Liznerski, S Varshneya, E Calikus, S Fellenz, M Kloft arXiv preprint arXiv:2402.14469, 2024 | 1 | 2024 |
Context Discovery for Anomaly Detection E Calikus, S Nowaczyk, O Dikmen | 1 | 2022 |
Video features predicting engagement in climate change education V Christodoulou, V Saprikis, L Kythreotou, M Christodoulos, E Calikus, ... E3S Web of Conferences 436, 2023 | | 2023 |
Self-Monitoring using Joint Human-Machine Learning: Algorithms and Applications E Calikus Halmstad University Press, 2020 | | 2020 |