Traditional customer churn prediction treats retention as a static binary classification task. This limits operational value because it fails to address when a customer will leave, why they are leaving, and which intervention is economically viable. No existing framework integrates temporal, explanatory, and prescripti...
An estimated ten million people live with Parkinson's, yet timely diagnosis remains constrained by specialist assessment, costly imaging, and unequal care access. Phonation analysis offers a low-cost alternative: dopaminergic degeneration causes vocal impairments years before motor symptoms emerge, enabling community s...
Ryan Wyton, Raza Hasan· ICCK Transactions on Sensing...· 0 citations
The effective resolution of non-deterministic polynomial time hard (NP-hard) combinatorial optimization problems requires a delicate balance between global exploration and local exploitation. While Quantum-Inspired Algorithms (QIAs) leverage principles of superposition to explore vast search spaces, they often lack the...
Raza Hasan, V. Dattana, Salman Mahmood· Applied Informatics· 0 citations
A new continuous optimizer, the Self-adaptive memetic optimizer (SA-MO), designed for high performance with architectural principles from elite competition-winning algorithms, and a novel cross-domain adaptation framework to apply this powerful continuous optimizer to the discrete, combinatorial domain of cloud schedul...
Raza Hasan, Salman Mahmood, S. Palaniappan et al.· Discover Informatics· 0 citations
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