TFBlender: a hybrid time series attention model with data-driven macroeconomic perspectives for ELS Knock-In prediction

Abstract Knock-In event prediction is one of the most crucial tasks in Equity-Linked Securities (ELS) investment. Simply relying on the contract terms is insufficient for reliable predictions. To address this limitation, this study integrates macroeconomic features from the Federal Reserve Economic...

Full description

Saved in:
Bibliographic Details
Main Authors: Kyungjun Lee, Juyeob Lee, Eunil Park
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-025-01237-z
Tags: Add Tag
No Tags, Be the first to tag this record!