Abstract: Time series data permeates our daily existence and has been recognized as of significant importance for many sectors, such as energy, transportation, telecommunication, and health care.

Abstract: In this paper, the authors introduce a novel feature extraction method based on pattern detection in financial data to enhance the performance of deep learning models for financial time ...

Objective: To address this gap, we conducted a pre-registered meta-analysis to synthesize findings from rigorously designed randomized controlled trials (i.e., low attrition, comparable baseline ...