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Categories
Clustering
Electricity markets
Forecasting
LASSO
Medical imaging
Radiomics
Reproducibility
Time series

Research

Projects, papers, and work that took longer than a blog post.

2 Projects

5 Publications

Three bars showing forecast error cut by 23%, 30% and 32% against a weekly naive benchmark

Day-Ahead Electricity Price Forecasting in the Baltic States
Electricity markets
Forecasting
LASSO
Time series

A LASSO benchmark refitted every delivery day across 964 days of Baltic day-ahead prices — and what happens to it when the market turns violent.

2026
kind Manuscript

Two scatterplots of the same points, coloured by cluster and by scanner — indistinguishable

Acquisition-Aware Falsification of Unsupervised Radiomic Phenotypes in Multi-Vendor Breast MRI
Radiomics
Medical imaging
Clustering
Reproducibility

Detecting sensor induced effects on high dimensional data.

2026
kind Manuscript
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Publications

1 published · 4 under review

2017
Gold nanoparticles-coated polystyrene beads for the multiplex detection of viral DNA
Fakih, H. H., Itani, M. M., & Karam, P. · Sensors and Actuators B: Chemical, 250, 446–452
Paper →
2026
Regime-Dependent Determinants of Systemic Banking Crises: Evidence from a Finite-Mixture Logit Model
Malek Itani, Mahmoud Arayssi, Noura Yassine
Under review
2026
The Illusion of Predictability: Structural Heterogeneity and Informational Noise in Corporate Greenwashing
Malek Itani, Mahmoud Arayssi, Noura Yassine
Under review
2026
What Do Lenders See? Disentangling Gender Signals from Organizational Substance in Credit Markets
Mahmoud Arayssi, Azza Bejaoui, Malek Itani
Under review
2026
ESG Misrepresentation in Corporate Sustainability Communication: A Comprehensive Review of Greenwashing, Brownwashing, Greenhushing, and CSR Decoupling
Mahmoud Arayssi, Malek Itani
Under review
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© 2026 Malek M. Itani

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