@article{decomposingthetimeseriesforecasting, title = {Decomposing the Time Series Forecasting Pipeline: A Modular Approach for Time Series Representation, Information Extraction, and Projection}, author = {Robert Leppich and Michael Stenger and André Bauer and Samuel Kounev}, year = {2025}, eprint = {2507.05891}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.05891v1}, }