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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 reductions of 23 percent, 30 percent, and 32 percent 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
Type 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
Type Manuscript
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Publications

1 published · 4 under review

  1. 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 →
  2. 2026
    Regime-Dependent Determinants of Systemic Banking Crises: Evidence from a Finite-Mixture Logit Model
    Malek Itani, Mahmoud Arayssi, & Noura Yassine
    Under review
  3. 2026
    The Illusion of Predictability: Structural Heterogeneity and Informational Noise in Corporate Greenwashing
    Malek Itani, Mahmoud Arayssi, & Noura Yassine
    Under review
  4. 2026
    What Do Lenders See? Disentangling Gender Signals from Organizational Substance in Credit Markets
    Mahmoud Arayssi, Azza Bejaoui, & Malek Itani
    Under review
  5. 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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