Personal profile

Biography

David works in the Faculty of Information Technology at Monash University as an Associate Professor.

Monash teaching commitment

Associate Professor David Dowe has experience as the Chief Examiner for the following units in the Faculty of IT:

  • FIT4009 Advanced topics in intelligent systems
  • FIT5158 Customer relationship management and data mining

David has experience as the Lecturer for the following units in the Faculty of IT:

  • FIT1004 Data management
  • FIT2017 Computer models for business decision making
  • FIT3036 Computer science project
  • FIT3063 Human-computer interaction
  • FIT4009 Advanced topics in intelligent systems
  • FIT5047 Intelligent systems
  • FIT5097 Business intelligence modelling
  • FIT5158 Customer relationship management and data mining

Keywords

  • Human and Artificial Intelligence
  • Minimum Message Length Inference

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Projects 2003 2018

Research Output 1997 2018

Combining images and anatomical knowledge to improve automated vein segmentation in MRI

Ward, P. G. D., Ferris, N. J., Raniga, P., Dowe, D. L., Ng, A. C. L., Barnes, D. G. & Egan, G. F. 2018 In : NeuroImage. 165, p. 294-605 12 p.

Research output: Research - peer-reviewArticle

An information-theoretic predictive model for the accuracy of AI agents adapted from psychometrics

Chmait, N., Dowe, D. L., Li, Y-F. & Green, D. G. 2017 Artificial General Intelligence : 10th International Conference, AGI 2017, Melbourne, VIC, Australia, August 15–18, 2017, Proceedings. Everitt, T., Potapov, A. & Goertzel, B. (eds.). Cham, Switzerland: Springer-Verlag GmbH, p. 225-236 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10414 )

Research output: ResearchConference Paper

Improved quantification of cerebral vein oxygenation using partial volume correction

Ward, P. G. D., Fan, A. P., Raniga, P., Barnes, D. G., Dowe, D. L., Ng, A. C. L. & Egan, G. F. 27 Feb 2017 In : Frontiers in Neuroscience. 11, 12 p., 89

Research output: Research - peer-reviewArticle

Open Access
File

Vein segmentation using shape-based Markov random fields

Ward, P. G. D., Ferris, N. J., Raniga, P., Ng, A. C. L., Barnes, D. G., Dowe, D. L. & Egan, G. F. 15 Jun 2017 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 1133-1136 4 p. 7950716

Research output: Other - peer-reviewConference Paper