multiSyncPy: A Python package for assessing multivariate coordination dynamics D Hudson, TJ Wiltshire, M Atzmueller Behavior Research Methods 55 (2), 932-962, 2023 | 19 | 2023 |
Social analytics of team interaction using dynamic complexity heat maps and network visualizations TJ Wiltshire, D Hudson, P Lijdsman, S Wever, M Atzmueller arXiv preprint arXiv:2009.04445, 2020 | 11 | 2020 |
Visualization methods for exploratory subgroup discovery on time series data D Hudson, TJ Wiltshire, M Atzmueller International Work-Conference on the Interplay Between Natural and …, 2022 | 6 | 2022 |
Local exceptionality detection in time series using subgroup discovery: an approach exemplified on team interaction data D Hudson, TJ Wiltshire, M Atzmueller International Conference on Discovery Science, 435-445, 2021 | 5 | 2021 |
Hyperparameter analysis of wide-kernel cnn architectures in industrial fault detection: an exploratory study J Van Den Hoogen, D Hudson, S Bloemheuvel, M Atzmueller International Journal of Data Science and Analytics, 1-22, 2023 | 3 | 2023 |
Examining team interaction using dynamic complexity and network visualizations TJ Wiltshire, D Hudson, M Belitsky, P Lijdsman, S Wever, M Atzmueller 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS), 1-6, 2021 | 3 | 2021 |
Subgroup Discovery with SD4Py D Hudson, M Atzmueller European Conference on Artificial Intelligence, 338-348, 2023 | 1 | 2023 |
Local Exceptionality Detection in Time Series Using Subgroup Discovery D Hudson, TJ Wiltshire, M Atzmueller arXiv preprint arXiv:2108.11751, 2021 | 1 | 2021 |
Stay Tuned! Analysing Hyperparameters of a Wide-Kernel Architecture for Industrial Faults D Hudson, J Van Den Hoogen, S Bloemheuvel, M Atzmueller 2024 IEEE Conference on Artificial Intelligence (CAI), 1350-1356, 2024 | | 2024 |
Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters J Van Den Hoogen, D Hudson, M Atzmueller 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW …, 2024 | | 2024 |
2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW) M Abdelaal, R Akbarinia, M Akila, RY Ali, H Alrashid, R Andreev, F Andres, ... | | 2024 |
Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data D Hudson, RJR Den Hartigh, LRA Meerhoff, M Atzmueller 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 949-957, 2023 | | 2023 |
Enhanced explanations for knowledge-augmented clustering using subgroup discovery M Szelążek, D Hudson, S Bobek, GJ Nalepa, M Atzmueller 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | | 2023 |
Human Interaction and Networking Transitions System (HINTS) for Social User Analytics and Modeling of Offline Team Group Interaction Information N Doan, D Hudson, TJ Wiltshire, P Lijdsman, S Wever, M Atzmueller Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation …, 2021 | | 2021 |
Multivariate Coordination Dynamics D Hudson, TJ Wiltshire, M Atzmueller OSF, 2021 | | 2021 |
Comparing Methods to Quantify Multivariate Synchrony with multiSyncPy, using Simulated Noise, Kuramoto Oscillators and Human Movement Data D Hudson, T Wiltshire, M Atzmueller Conference on Complex Systems 2021, 2021 | | 2021 |
Knowledge-Augmented Induction of Complex Networks on Supply–Demand–Material Data D Hudson, L Schwenke, S Bloemheuvel, AG Chowdhury, N Schut, ... CEUR Workshop Proceedings, 2021 | | 2021 |