Publications

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2025

tPARAFAC2: tracking evolving patterns in (incomplete) temporal data

Christos Chatzis, Carla Schenker, Max Pfeffer, Evrim Acar

Data Mining and Knowledge Discovery, 2025

Paper

dCMF: Learning interpretable evolving patterns from temporal multiway data

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

arXiv preprints, 2025

Paper

2023

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

Paper