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Author

Alj Abdelkamel

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Review Open access Aug 2026

Mapping the Methodological Bifurcation of Quantitative Portfolio Optimization: A PRISMA-Compliant Systematic Review with BERTopic–SPECTER Analysis (2003–2025)

A rank-weighted similarity analysis, designed to neutralise the c-TF-IDF collinearity artefact, shows that deep reinforcement learning is the most isolated paradigm.

Gharmili Meryem, Boudri Imane, Alj Abdelkamel · 0 citations
Open access Jul 2026

Measuring the quality and efficiency of AI-generated codes for financial markets prediction with LSTM

This study evaluates the LSTM code generated by seven assistants ChatGPT 4.5, GitHub Copilot, Deepseek 3, Perplexity, Gemini 2.0 Pro, Claude 3.7 Sonnet, and Meta's Llama from a single standardized prompt, on three indices.

Meryem Gharmili, Youssef Aatif, Alj Abdelkamel · 0 citations

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