Mark Dras

Associate Professor

1994 …2023

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

Research Outputs

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

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
  • 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

  • 3 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)
    37 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
  • Towards generating stylized image captions via adversarial training

    Mohamad Nezami, O., Dras, M., Wan, S., Paris, C. & Hamey, L., 1 Jan 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings, Part I. Nayak, A. C. & Sharma, A. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 270-284 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

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

  • 1 Citation (Scopus)