Quantum-enhanced forecasting : leveraging quantum gramian angular field and CNNs for stock return predictions
Zhengmeng Xu, Yujie Wang, Xiaotong Feng, Yilin Wang, Yanli Li, Hai Lin
| Year of publication: |
2024
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|---|---|
| Authors: | Xu, Zhengmeng ; Wang, Yujie ; Feng, Xiaotong ; Wang, Yilin ; Li, Yanli ; Lin, Hai |
| Published in: |
Finance research letters. - New York : Elsevier Science, ISSN 1544-6123, ZDB-ID 2145766-9. - Vol. 67.2024, 1, Art.-No. 105840, p. 1-10
|
| Subject: | Convolutional neural network | Quantum gramian angular field | Stock return predictions | Time series forecasting | Prognoseverfahren | Forecasting model | Kapitaleinkommen | Capital income | Neuronale Netze | Neural networks | Prognose | Forecast | Zeitreihenanalyse | Time series analysis | Theorie | Theory |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.frl.2024.105840 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015062172