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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Abdelhadi Hireche

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Open access Sep 2026

Music-evoked EEG signals for mental health assessment using two- and three-class classification

Introduction Electroencephalography (EEG), a non-invasive method of measuring brain activity, has become a valuable tool in mental health research for examining neural activity associated with various psychological disorders and neurofeedback therapies, including music therapy. However, the use of EEG under music and n...

Abdelkader Nasreddine Belkacem, Abdelhadi Hireche, Nour Faris Ali et al. · 0 citations
Open access Sep 2026

MARSAD: Multi-Agent Requirements System for Anomaly Detection in Software Engineering

The results demonstrate the feasibility of automated requirements anomaly detection and correction, while highlighting both the benefits of specialized multi-agent architectures and the challenges in achieving high precision across diverse anomaly types.

Khaled Hamdan, Mohammed Mediani, Abdelhadi Hireche · 0 citations

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