Work
- Jeffrey Durieux, Serge A. R. B. Rombouts, Marisa Koini, Juan Claramunt Gonzalez & Tom F. Wilderjans (2024) - Clusterwise Independent Component Analysis (C-ICA): An R package for clustering subjects based on ICA patterns underlying three-way (brain) data - Neurocomputing, 606 - doi: 10.1016/j.neucom.2024.128396
- Jeffrey Durieux, Serge A R B Rombouts, Frank de Vos, Marisa Koini & Tom F Wilderjans (2022) - Clusterwise Independent Component Analysis (C-ICA): Using fMRI resting state networks to cluster subjects and find neurofunctional subtypes - Journal of Neuroscience Methods, 382, 109718 - doi: 10.1016/j.jneumeth.2022.109718 - [link]
- Julian Rossbroich, Jeffrey Durieux & Tom F. Wilderjans (2022) - Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering - Journal of Classification, 39 (2), 264-301 - doi: 10.1007/s00357-021-09409-1 - [link]
- Jeffrey Durieux & Tom F. Wilderjans (2019) - Partitioning subjects based on high-dimensional fMRI data: comparison of several clustering methods and studying the influence of ICA data reduction in big data - Behaviormetrika, 46 (2), 271-311 - doi: 10.1007/s41237-019-00086-4 - [link]
- Jeffrey Durieux (2023) - IOPS Best Paper Award 2022
- Julian Rossbroich, Jeffrey Durieux & Tom F. Wilderjans (2022) - IFCS Cluster Benchmarking Challenge
- Year
- 2024
- Course Code
- FEM11152
