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 …

Predicting Returns with Machine Learning Across Horizons, Firms Size, and Time

N Cakici, C Fieberg, D Metko… - Journal of Financial Data …, 2023 - papers.ssrn.com
Researchers and practitioners hope that machine learning strategies will deliver better
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 …

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 …