Additional Research Outputs

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MR. Hasan, MZ. Hossain, A. Krishna, S Rahman, T. Gedeon, "Thesis Proposal: Detecting Empathy Using Multimodal Language Model". In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, pages 338–349, St. Julian’s, Malta. Association for Computational Linguistics.
R. Najjar, MZ. Hossain, KA. Ahmed, MR. Hasan, "Exploring Machine Learning Strategies in COVID-19 Prognostic Modelling: A Systematic Analysis of Diagnosis, Classification and Outcome Prediction", medRxiv, doi: https://doi.org/10.1101/2024.03.17.24304450
MZ. Hossain, J. Hyles, J. A. Broadbent, K. Ramm, A. Gock, T. Coram and S. Dillon, "Machine Learning to Predict Wheat Yield Component Traits from the field", Wheat Breeding in Australia (WBA), Narrabri, Australia 2022 (Accepted). Link: Wheat Breeding Assembly (eventsair.com)
MZ. Hossain, J. Hyles, J. A. Broadbent, and S. Dillon, "CNN for Prediction of Yield Component Traits in Wheat from Transcriptome Data", Symposium on Integrated Systems Biology, Dutton Park QLD, Australia, 2022. Link: Posters – Symposium on Integrated Systems Biology (csiro.au)
X. Wei, MZ. Hossain, KA. Ahmed, "How unique is wing-beating sound? Classifying mosquitoes from wing-beating sounds", International Electronic Conference on Entomology, MDPI, 2021. Available: https://sciforum.net/paper/view/10504.
X. Li, MZ. Hossain, JS. Rahman, "Recognising Real Smiles Can Improve Pervasive Healthcare", ePoster track, Digital Health Week 2021, Sydney, Australia.
S. Zhao, G. Ferraro, MZ. Hossain, BL. Gee, LS. Carulla, "Multi-task learning using Natural Language Processing to classify online content produced by young people with mental health problems", ePoster track, Digital Health Week 2021, Sydney, Australia.
R. Cui, E. Daskalaki, MZ. Hossain, C. Nolan, H. Suominen, "Deep Sequence Modelling Algorithms on Type 1 Diabetes Management Data", OHIOH (Our Health in Our Hands) Symposium: PhD Poster Presentations, Canberra, Australia, 2020.
H. Suominen, D. Apthorp, A. Brüstle, M. Cook, J. Desborough, MZ. Hossain, C. Lueck, K. Murugappan, C. Nolan, C. Pugmire, A. Tricoli, N. Yang, “Innovative machine Intelligence and cybersecurity solutions to safeguard the patient information associated with a new generation of medical devices”. 8th Annual NHMRC Symposium on Research Translation, Melbourne, VIC, Australia, 2019.
MZ. Hossain and T. Gedeon, “Is that avatar really smiling or faking it?” Lightening Talk, Australasian Computer Science Week conference, Brisbane, Australia, 2018.