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Author

Maher Maalouf

2 papers indexed here

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Conference

Hyperdimensional Regression: Potentials and insights into Hadamard Matrix - Based Encoding For Predictive Analysis

The use of Hadamard matrices for hypervector generation within hyperdimensional computing (HDC) offers a transformative and efficient approach to data encoding, significantly reducing the dimensionality of hypervectors. Unlike traditional encoding methods that often require hypervectors with dimensions exceeding 10,000...

Maher Maalouf, I. Elfadel · 0 citations
Review Open access 2026

Multinomial Logistic Regression for Interpretable Multiclass Decision Systems: A Systematic Review and Integrated Research Framework

Multinomial Logistic Regression (MLR) remains one of the most widely used interpretable models for multiclass classification, risk prediction, and discrete decision analysis. Its continued relevance does not reflect the novelty of the classical model, but the new demands placed on it by high-dimensional, noisy, imbalan...

Razan Alkhanbouli, Ping Ji, H. Jelinek et al. · 0 citations

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