id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
faba-265	ZOUAOUI, Habib; NAAS, Meryem-Nadjat	Portfolio Optimization Based on MPT-LSTM Neural Networks: A case study of Cryptocurrency Markets	2025	17	.pdf	application/pdf	7320	332	33	Broadly, the integration of deep learning techniques into cryptocurrency portfolio optimization has garnered increasing attention due to the unique challenges posed by the highly volatile and non-linear nature https://ieeexplore.ieee.org/author/37089994028 https://www.researchgate.net/scientific-contributions/Zhihan-Xu-2310944930?_sg%5B0%5D=nSHxW2tzfs_NLqlGcz6XZaexLSzTZPHyK7yyKTUhHfGWykz-6XLi54nkLpasJN5Sk6WYSzM.cR3p79X3Re5v8zARcOqKKRfrX1_7uiuzoEkMLBwtmX5LVIQJhC_xdoLTc7pnGI-Yc9NlGkZn7xN5kQ_SawHqcQ&_sg%5B1%5D=-Qo9DNqhyd-CUdf6f7ri50_ZuzEC_IWjsNfl5Sent-1NSgnjxlZlfobVTbjWQjrRL4H9nng.i3p6F0LEbdAYWUWi5Lg2tLuf8W4DNr79JZ4gcFXdXumKJcTVcmUhj4-arT06vgjjZr3RgCuZPDdXcX4VjAHRlA&_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIiwicG9zaXRpb24iOiJwYWdlSGVhZGVyIn19 https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=5176908 Habib Zouaoui, Meryem-Nadjat Naas / Finance, Accounting and Business Analysis, Volume 7, Issue 1, 2025 85 of cryptocurrency markets. The review concludes by identifying gaps in the current literature and proposing directions for future research, particularly in the areas of model interpretability and the incorporation of macroeconomic factors into deep learning frameworks for cryptocurrency portfolio optimization.	cache/faba-265.pdf	txt/faba-265.txt