Author

Md Arman Hossain

2 papers indexed here

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Preprint Oct 2026

Constraint-Aware Conversational Job Recommendation in Code-Mixed Low-Resource Settings

Conversational job recommendation requires jointly modeling semantic relevance, user preferences, eligibility requirements, and the noisy language used in real-world career discussions. These challenges are especially pronounced in low-resource, code-mixed settings, where strict constraint matching can incorrectly elim...

Md Arman Hossain, M. Jawad, Fariha Khandaker Moon et al. · 0 citations

Open access Sep 2026

Integrating socioeconomic context with multimodal EEG data for improved ADHD risk screening

A novel multimodal deep learning architecture integrating three complementary streams: temporal EEG dynamics via one-dimensional convolutional-recurrent networks, spectro-temporal patterns via two-dimensional convolutional networks with spatial and channel attention, and socioeconomic context via feedforward processing...

Sadikul Haque Sadi, Md Arman Hossain, Md. Nurul Ahad Tawhid · PLoS ONE · 0 citations