Deep learning in stock portfolio selection and predictions
C Alzaman - Expert Systems with Applications, 2024 - Elsevier
Deep learning (DL) has made its way into many disciplines ranging from health care to self-
driving cars. In financial markets, we see a rich literature for DL applications. Particularly …
driving cars. In financial markets, we see a rich literature for DL applications. Particularly …
Predicting Returns with Machine Learning Across Horizons, Firms Size, and Time
Researchers and practitioners hope that machine learning strategies will deliver better
performance than traditional methods. But do they? This study documents that stock return …
performance than traditional methods. But do they? This study documents that stock return …
Interpretable, transparent, and auditable machine learning: An alternative to factor investing
D Philps, D Tilles, T Law - The Journal of Financial Data Science, 2021 - pm-research.com
Interpretability, transparency, and auditability of machine learning (ML)-driven investment
has become a key issue for investment managers as many look to enhance or replace …
has become a key issue for investment managers as many look to enhance or replace …
Re-rank Search Engine Results via Machine Learning
AHA Monfared, AH Avizheh - 2023 9th International …, 2023 - ieeexplore.ieee.org
Research on search engines has demonstrated their significant impact on information
search and user behavior and highlighted the need for continued investigation of their …
search and user behavior and highlighted the need for continued investigation of their …