Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models

Morgan Byers, Lee B. Hinkle, Vangelis Metsis. Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models. In Ilias Maglogiannis, Lazaros Iliadis, John MacIntyre, Paulo Cortez 0001, editors, Artificial Intelligence Applications and Innovations - 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings, Part II. Volume 647 of IFIP Advances in Information and Communication Technology, pages 402-413, Springer, 2022. [doi]

Abstract

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