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Author

Omer Faruk Goktas

2 papers indexed here

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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
Open access Aug 2026

Music-Inspired MK545Pat for AF/PAF/Non-AF Classification Using ECG Signals

Paroxysmal atrial fibrillation (PAF) may be missed on intermittent electrocardiographic (ECG) recordings. We evaluated MK545Pat, a deterministic one-dimensional descriptor derived from the first-appearance order of the notes in Mozart’s Piano Sonata K.545. The CPSC 2021 dataset contains 1436 records from 105 patients,...

Irem Ece Gulensoy, Ilknur Tuncer, T. Kıvrak et al. · 0 citations

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