From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial Markets.

@inproceedings{kim-2025-patterns, author = {Juwon Kim and Hyunwook Lee and Hyotaek Jeon and Seungmin Jin and Sungahn Ko}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial Markets}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1344--1353}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761250}, doi = {https://doi.org/10.1145/3746252.3761250} }