Author

Davood Zabihzadeh

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Aug 2026

SCROSS: state‐aware cross‐subject emotion recognition method via incremental Riemannian alignment and contrastive learning

SCROSS is proposed, a state-aware cross-subject EEG emotion recognition method that provides early and calibration-free inference by capturing the hidden state of consecutive EEG segments and the model’s prediction history and uses incremental Riemannian alignment to reduce inter-subject distribution mismatch and contr...

Davood Zabihzadeh, Z. Alitbi, B. Hamdan · Engineering Research Express · 0 citations

Open access Jul 2026

An end-to-end distribution- and task-aware parallel imputation method for improving target task performance

Most machine-learning imputation techniques treat missing values independently of the downstream task, resulting in suboptimal predictive performance. While some recent methods jointly train an imputer with a target predictor, they fail to produce diverse and context-sensitive imputations and suffer from training ineff...

Karrar Al-Kaabi, Davood Zabihzadeh · Engineering Research Express · 0 citations