19972019
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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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2003 2019

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: Contribution to journalArticle

A new AI evaluation cosmos: Ready to play the game?

Hernández-Orallo, J., Baroni, M., Bieger, J., Chmait, N., Dowe, D. L., Hofmann, K., Martínez-Plumed, F., Strannegård, C. & Thórissons, K. R. 1 Sep 2017 In : AI Magazine. 38, 3, p. 66-69 4 p.

Research output: Contribution to journalArticle

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 London Ltd., 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: Chapter in Book/Report/Conference proceedingConference Paper

Computer models solving intelligence test problems: progress and implications

Hernández-Orallo, J., Martínez-Plumed, F., Schmid, U., Siebers, M. & Dowe, D. L. 2017 Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17). Sierra, C. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 5005-5009 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Open Access
File

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: Contribution to journalArticle

Open Access
File