Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height

Zixin Lin, Nur Fariha Syaqina Zulkepli, Mohd Shareduwan Mohd Kasihmuddin +1

Time-series prediction is an active area of research across various fields, often challenged by the fluctuating influence of short-term and long-term factors. In this study, we int…