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Tanvir Hossain Ovi logoTanvir Ovi

Research

Eight papers on what EEG reveals, and what it hides

From cognitive load in virtual reality to the frequency bands that separate mental state from personal identity, this is the published and in-progress work that shapes my research direction.

Selected publications

4 papers

Peer-reviewed journal and conference papers. Select any linked title to read the paper on the publisher's site.

Accepted2026First author

AI-Driven Clustering and Multistage Intrusion Detection for APT Mitigation in IoT Networks

T. H. Ovi, A. M. M. Chowdhury, K. Ghazinour, M. Simsek

9th International Balkan Conference on Communications and Networking (BalkanCom)

Selected ongoing research

4 papers

Manuscripts currently under peer review or submitted for publication. Titles and venues are listed; abstracts are kept private while the work is under review.

Under Review2026First author

Phenotype-Aware Personalization for Cross-Session EEG-Based Emotion Recognition

T. H. Ovi, T. Forsythe, A. M. M. Chowdhury, N. Siddique, Y. Li

Pattern Recognition

Submitted2026First author

EEG-Based Cognitive Load Analysis in Immersive Virtual Reality and Laptop-Based Video Learning Environments

T. H. Ovi, T. F. Arin, M. A. I. Mahmood, M. F. Kader

Applied Cognitive Psychology

Submitted2026

Bangla Imagined Speech Using EEG to Understand Emotional Words

T. F. Arin, T. H. Ovi, M. F. Kader

Computer Speech & Language

Submitted2026

Heterogeneous Deep Learning Approaches for EEG-Based Imagined Bangla Word-Level Speech Recognition

A. Hossain, M. A. Z. Akas, T. H. Ovi, M. F. Kader

Computer Speech & Language

Curious about the methods behind these results?

Happy to walk through preprocessing pipelines, model architectures, or statistical design for any of these studies.

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