Publications

tPARAFAC2: tracking evolving patterns in (incomplete) temporal data

Christos Chatzis, Carla Schenker, Max Pfeffer, Evrim Acar

Data Mining and Knowledge Discovery, 2025

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dCMF: Learning interpretable evolving patterns from temporal multiway data

Christos Chatzis, Carla Schenker, Jérémy E. Cohen, Evrim Acar

arXiv preprints, 2025

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Extracting host-specific developmental signatures from longitudinal microbiome data

Balazs Erdos, Christos Chatzis, Jonathan Thorsen, Jakob Stokholm, Age K. Smilde, Morten A. Rasmussen, Evrim Acar

bioRxiv, 2025

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A Time-Aware Tensor Decomposition for Tracking Evolving Patterns

Christos Chatzis, Max Pfeffer, Pedro Lind, Evrim Acar

2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), 2023

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