Peer-reviewed work

Publications, methods, and the evidence around them.

Each record includes the research question, method, evaluation, limitations, interactive explanation, reproducibility links, and a source-dated citation count.

BioData Mining · 2026

Quantum Angle–distance kernel for ECG classification and anomaly detection: a quantum-inspired framework for biomedical signal analysis

Can a compact kernel combine angular similarity and distance from a normal reference to classify ECG beats with an inspectable decision geometry?

Journal article2 citations · Google Scholar, 2026-07-26

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Health Informatics Journal · 2026

Interpretable heart disease risk prediction via FCA-constrained logistic regression

Can hierarchical co-occurrence structure be built into logistic regression while keeping the resulting risk model inspectable?

Journal articleNo citations indexed · Google Scholar, 2026-07-26

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2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM) · 2025

Meta-Optimized Risk-Aware Portfolio Management: A Hybrid Deep Reinforcement Learning and LSTM-GRU Ensemble

How can forecasting, policy learning, and downside-risk control be coordinated for sequential portfolio allocation?

Conference paper2 citations · Google Scholar, 2026-07-26

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