Dynamic Black Litterman portfolios with views derived via CNN-BiLSTM predictions

R Barua, AK Sharma - Finance Research Letters, 2022 - Elsevier
We use daily price and technical indicators' data for the ten MSCI Asia Pacific sector indices
for the past 20 years and find that our hybrid multivariate Convolutional Neural Network …

Analytical overview and applications of modified Black-Litterman model for portfolio optimization

T Stoilov, K Stoilova, M Vladimirov - Cybernetics and Information …, 2020 - sciendo.com
The paper makes analytical overviews of the Markowitz portfolio and the Capital Asset
Pricing models and motivates the advances of the Black-Litterman (BL) one. This overview …

A novel integration of the Fama–French and Black–Litterman models to enhance portfolio management

H Ko, B Son, J Lee - Journal of International Financial Markets, Institutions …, 2024 - Elsevier
We propose a novel portfolio model integrating the Fama–French three-factor model into the
Black–Litterman framework, enabling efficient investment strategies. The model surpasses …

A hybrid approach for generating investor views in Black–Litterman model

M Kara, A Ulucan, KB Atici - Expert Systems with Applications, 2019 - Elsevier
One of the main contributions of Black–Litterman asset allocation modeling is bringing out
the idea of updating portfolios relying on the investor views. The incorporation of such views …

Using fear, greed and machine learning for optimizing global portfolios: A Black-Litterman approach

R Barua, AK Sharma - Finance Research Letters, 2023 - Elsevier
We introduce a new dimension in constructing relative investor views for the Black-Litterman
model by incorporating fear/greed technical indicator predictions as a proxy for investor …

Intelligent asset allocation using predictions of deep frequency decomposition

H Rezaei, H Faaljou, G Mansourfar - Expert Systems with Applications, 2021 - Elsevier
The boom of financial technology and artificial intelligence (AI) has influenced financial
industry. Application of AI-based techniques especially deep neural networks in the stock …

Enhancing investment performance of Black-Litterman model with AI hybrid system: Can it be done?

J Gao, J Wang, Y Zhou, M Lv, D Wei - Expert Systems with Applications, 2024 - Elsevier
Abstract The BL (Black-Litterman) model combines the subjective views of investors with the
market's historical equilibrium return through the Bayesian theorem. This approach …

Timeseries suppliers allocation risk optimization via deep black litterman model

J Luo, W Zhang, Y Fang, X Gao, D Zhuang… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce the BL model and the Perspective Matrix to optimize supplier selection and
order allocation, focusing on both temporal and spatial dynamics. Our development of a …

[PDF][PDF] Integrating zakat and purification in a modified Black–Litterman model for shariah-compliant stock portfolios

R Subekti, D Rosadi, HM Hasim - Asian Economic and Financial …, 2022 - academia.edu
Contribution/Originality: This study introduces a new procedure that modifies the Black–
Litterman model for Shariah-compliant stock portfolio optimization. The empirical results …

Diversification with international assets and cryptocurrencies using Black-Litterman

DPA de Abreu, RA Iquiapaza - Revista de Gestão, 2023 - emerald.com
Diversification with international assets and cryptocurrencies using Black-Litterman | Emerald
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