Mark Dras

Associate Professor

1994 …2020

Research output per year

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Personal profile

Education/Academic qualification

Natural Language Processing, PhD, Macquarie University

Computer Science, BSc(hons), Macquarie University

Actuarial Studies, BEc

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Projects

Foundational data science for US Medicaid research

Dras, M., McIver, A., Marashi, A., Girosi, F. & Price, D.

26/11/1931/10/22

Project: Other

Capital Markets CRC PhD Scholarship (Leonardo dos Santos Pinheiro)

Dras, M. & dos Santos Pinheiro, L.

11/08/17 → …

Project: Research

Research Outputs

  • 79 Conference proceeding contribution
  • 21 Conference paper
  • 8 Article
  • 1 Paper

Automatic recognition of student engagement using deep learning and facial expression

Mohamad Nezami, O., Dras, M., Hamey, L., Richards, D., Wan, S. & Paris, C., 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 273-289 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11908 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

  • 1 Citation (Scopus)

    A fast and accurate Vietnamese word segmenter

    Nguyen, D. Q., Nguyen, D. Q., Vu, T., Dras, M. & Johnson, M., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). Luxemburg: European Language Resources Association (ELRA), p. 2582-2587 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

    Open Access
    File
  • 5 Citations (Scopus)
    107 Downloads (Pure)

    Face-Cap: image captioning using facial expression analysis

    Mohamad Nezami, O., Dras, M., Anderson, P. & Hamey, L., 2019, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: European Conference, ECML-PKDD 2018. Proceedings, Part I. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 226-240 15 p. (Lecture Notes in Artificial Intelligence; vol. 11051).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

  • 6 Citations (Scopus)

    Generalised differential privacy for text document processing

    Fernandes, N., Dras, M. & McIver, A., 1 Jan 2019, Principles of Security and Trust: 8th International Conference, POST 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Proceedings. Nielson, F. & Sands, D. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 123-148 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11426 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

    Open Access
    File
  • 2 Citations (Scopus)
    47 Downloads (Pure)

    Improved deep learning-based classification of mine-like contacts in sonar images from autonomous underwater vehicles

    Bouzerdoum, A., Chapple, P. B., Dras, M., Guo, Y., Hamey, L., Hassanzadeh, T., Le, T. H., Mohamad Nezami, O., Orgun, M., Phung, S. L., Ritz, C. & Shahpasand, M., 2019, 5th Underwater Acoustics Conference and Exhibition 2019, Conference Proceedings. Papadakis, J. S. (ed.). Heraklion: Institute of Applied and Computational Mathematics (IACM), p. 179-186 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

    Open Access