Biological Data Science Institute

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  • 2021

    A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning

    Cui, R., Daskalaki, E., Hossain, M. Z., Lenskiy, A., Nolan, C. J. & Suominen, H., 15 Dec 2021, Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics. Honey, M., Ronquillo, C., Lee, T-T. & Westbrooke, L. (eds.). IOS Press BV, p. 36-38 3 p. (Studies in Health Technology and Informatics; vol. 284).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • DeepVANet: A Deep End-to-End Network for Multi-modal Emotion Recognition

    Zhang, Y., Hossain, M. Z. & Rahman, S., 2021, Human-Computer Interaction – INTERACT 2021 - 18th IFIP TC 13 International Conference, Proceedings. Ardito, C., Lanzilotti, R., Malizia, A., Malizia, A., Petrie, H., Piccinno, A., Desolda, G. & Inkpen, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 227-237 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12934 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Citations (Scopus)

  • Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration

    Pan, L., Chowdhury, S., Hartley, R., Liu, M., Zhang, H. & Li, H., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 4338-4347 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    38 Citations (Scopus)

  • EEG Feature Significance Analysis

    Zhang, Y., Yao, Y., Hossain, Z., Rahman, S. & Gedeon, T., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 212-220 9 p. (Communications in Computer and Information Science; vol. 1517 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • FSE: a Powerful Feature Augmentation Technique for Classification Task

    Liu, Y., Yang, Y. & Hossain, M. Z., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 645-653 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13109 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • RealSmileNet: A Deep End-to-End Network for Spontaneous and Posed Smile Recognition

    Yang, Y., Hossain, M. Z., Gedeon, T. & Rahman, S., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-37 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12626 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Citations (Scopus)
  • 2020

    Are paired or single stimuli beter to recognize genuine and posed smiles from observers' galvanic skin response?

    Rahman, J. S., Hossain, M. Z. & Gedeon, T., 2 Dec 2020, Proceedings of the 32nd Australian Computer-Human Interaction Conference, OzCHI 2020. Ahmadpour, N., Leong, T., Ploderer, B., Parker, C., Webber, S., Munoz, D., Loke, L. & Tomitsch, M. (eds.). Association for Computing Machinery (ACM), p. 661-665 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2019

    Melodious Micro-frissons: Detecting Music Genres from Skin Response

    Rahman, J. S., Gedeon, T., Caldwell, S., Jones, R., Hossain, M. Z. & Zhu, X., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852318. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)
  • 2017

    Classifying posed and real smiles from observers’ peripheral physiology

    Hossain, M. Z., 2017, Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017. Oliver, N. & Czerwinski, M. (eds.). Association for Computing Machinery (ACM), p. 460-463 4 p. (PervasiveHealth: Pervasive Computing Technologies for Healthcare).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    Observer’s galvanic skin response for discriminating real from fake smiles

    Hossain, M. Z., Gedeon, T. & Sankaranarayana, R., 2016, Proceedings of the 27th Australasian Conference on Information Systems, ACIS 2016. University of Wollongong, Faculty of Business, (Proceedings of the 27th Australasian Conference on Information Systems, ACIS 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Citations (Scopus)