If you made any changes in Pure these will be visible here soon.

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 1989 2019

Peak-hour rail demand shifting with discrete optimisation

Betts, J. M., Dowe, D. L., Guimarans, D., Harabor, D., Kumarage, H., Stuckey, P. J. & Wybrow, M., 2019, Principles and Practice of Constraint Programming: 25th International Conference, CP 2019 Stamford, CT, USA, September 30 – October 4, 2019 Proceedings. Schiex, T. & de Givry, S. (eds.). Cham Switzerland, p. 748-763 16 p. (Lecture Notes in Computer Science; vol. 11802).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Simulating exploration versus exploitation in agent foraging under different environment uncertainties

Chmait, N., Dowe, D. L., Green, D. G. & Li, Y. F., 2019, In : Behavioral and Brain Sciences. 42, p. 18-20 3 p., e39.

Research output: Contribution to journalArticleOtherpeer-review

Accounting results modelling with neural networks: the case of an international oil and gas company

Duan, Y., Yeh, C-H. & Dowe, D. L., 2018, Neural Information Processing : 25th International Conference, ICONIP 2018 Siem Reap, Cambodia, December 13–16, 2018 Proceedings, Part II. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Cham Switzerland: Springer, p. 275-285 11 p. (Lecture Notes in Computer Science; vol. 11302 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

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 journalArticleResearchpeer-review

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 journalArticleOtherpeer-review