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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dahiru Tanko

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2 papers indexed here

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Open access 2026

A New EEG Emotion Detection Model Based on Multichannel Binary Transition Pattern

: Electroencephalography (EEG) emotion recognition attempts to infer affective state from brain activity. This work proposes multichannel Binary Transition Pattern (mBTP), a BP-derived descriptor that converts center-to-neighbor vector differences into ordered channel transitions and transition-table features. We also...

Abdullahi Abba Abdullahi, Suat Tas, Dahiru Tanko et al. · 0 citations
Aug 2026

TensorPat: Explainable artificial intelligence for EEG-based violence-stimulus classification.

Background: EEG responses to violence-related visual stimuli are relevant to neuroscience and digital forensics. Yet most EEG classification models emphasize predictive performance and provide limited evidence about the signal patterns that support each decision.Method: In this research, Tensor Pattern (TensorPat) was...

Suat Tas, Dahiru Tanko, Mehmet Veysel Gun et al. · 0 citations

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