1989 …2019
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Research Output 1989 2019

3D EEG source localisation: A preliminary investigation using MML

Kyaw, T. H. & Dowe, D. L., 2013, AI 2013: Advances in Artificial Intelligence, 26th Australasian Joint Conference Proceedings. Cranefield, S. & Nayak, A. (eds.). Cham Switzerland: Springer, p. 74 - 79 6 p.

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

A computational extension to the Turing test

Dowe, D. L. & Hajek, A. R., 1997, Melbourne Vic Australia: Monash University. 9 p.

Research output: Book/ReportBookOther

15 Citations (Scopus)

A conceptual model for integrating physical geography research and coastal wetland management, with an Australian example

Dale, P. E., Dale, M. B., Dowe, D. L., Knight, J. M., Lemckert, C. J., Low Choy, D. C., Sheaves, M. J. & Sporne, I., 2010, In : Progress in Physical Geography. 34, 5, p. 605 - 624 20 p.

Research output: Contribution to journalArticleResearchpeer-review

A Data-driven Model of Nucleosynthesis with Chemical Tagging in a Lower-dimensional Latent Space

Casey, A. R., Lattanzio, J. C., Aleti, A., Dowe, D. L., Bland-Hawthorn, J., Buder, S., Lewis, G. F., Martell, S. L., Nordlander, T., Simpson, J. D., Sharma, S. & Zucker, D. B., 11 Dec 2019, In : Astrophysical Journal. 887, 1, 18 p., 73.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Alignment of Low Information Sequences

Powell, D. R., Allison, L., Dix, T. I. & Dowe, D. L., 1998, Australian Computer Science Communications: Proceedings of the 4th Australasian Theory Symposium: Computing Theory '98. Singapore: Springer-Verlag London Ltd., p. 215 - 229 15 p.

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

47 Citations (Scopus)

An empirically derived taxonomy of common distress syndromes in the medically ill

Clarke, D. M., Smith, G. C., Dowe, D. L. & McKenzie, D. P., 2003, In : Journal of Psychosomatic Research. 54, 4, p. 323 - 330 8 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

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

2 Citations (Scopus)

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, 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 PaperResearchpeer-review

24 Citations (Scopus)

An MML classification of protein structure that knows about angles and sequence

Edgoose, T. C., Allison, L. & Dowe, D. L., 1997, Pacific Symposium on Biocomputing '98. Singapore: World Scientific Publishing, p. 585 - 596 12 p.

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

A Non-Behavioural, Computational Extension to the Turing Test

Dowe, D. L. & Hajek, A. R., 1998, Proceedings of the International Conference on Computational Intelligence and Multimedia Applications. Singapore: World Scientific Publishing, p. 101 - 106 6 p.

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

A novel approach for modeling malaria incidence using complex categorical household data: The minimum message length (MML) method applied to Indonesian data

Visser, G., Dale, P., Dowe, D. L., Ndoen, E., Dale, M. & Sipe, N., 2012, In : Computational Ecology and Software. 2, 3, p. 140 - 159 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

A Preliminary MML Linear ClassifierUsing Principal Components for Multiple Classes

Kornienko, L., Albrecht, D. W. & Dowe, D. L., 2005, Melbourne Vic Australia: Monash University Publishing. 80 p.

Research output: Book/ReportCommissioned ReportResearch

1 Citation (Scopus)

A preliminary MML linear classifier using principal components for multiple classes

Kornienko, L., Albrecht, D. W. & Dowe, D. L., 2005, Proceedings of the 18th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2005). Zhang, S. & Jarvis, R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 3809. p. 922 - 926 5 p.

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

141 Citations (Scopus)

Are there Subgroups within the Autistic Spectrum? A Cluster Analysis of a Group of Children with Autistic Spectrum Disorders

Prior, M., Leekam, S., Ong, B., Eisenmajer, R., Wing, L., Gould, J. & Dowe, D. L., 1998, In : Journal of Child Psychology and Psychiatry. p. 893 - 902 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Bayesian posterior comprehension via Message from Monte Carlo

Fitzgibbon, L. J., Dowe, D. L. & Allison, L., 2003, Proceedings of the 2003 Hawaii International Conference on Statistics and Related Fields, The Second Annual Conference. Burge, A. (ed.). Honolulu USA: Hawaii International Conference on Statistics, p. 1 - 21 21 p.

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

29 Citations (Scopus)

Bayes not bust! Why simplicity is no problem for Bayesians

Dowe, D. L., Gardner, S. L. & Oppy, G. R., 2007, In : British Journal for the Philosophy of Science. 58, 4, p. 709 - 754 46 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

Building classification models from microarray data with tree-based classification algorithms

Tan, P. J., Dowe, D. L. & Dix, T. I., 2007, Proceedings of the 20th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2007). Orgun, M. A. & Thornton, J. (eds.). Berlin Germany: Springer, Vol. 4830. p. 589 - 598 10 p.

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

12 Citations (Scopus)

Change-point estimation using new Minimum Message Length approximations

Fitzgibbon, L. J., Dowe, D. L. & Allison, L., 2002, In : Lecture Notes in Computer Science. 2417, p. 244 - 254 11 p.

Research output: Contribution to journalArticleResearchpeer-review

15 Citations (Scopus)

Circular clustering of protein dihedral angles by Minimum Message Length.

Dowe, D. L., Allison, L., Dix, T. I., Hunter, L., Wallace, C. S. & Edgoose, T., 1996, In : Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. p. 242-255 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Clustering of Gaussian and t distributions using Minimum Message Length

Agusta, Y. & Dowe, D. L., 2003, Artificial Intelligence: Theory and Practice, Proceedings of the International Conference on Knowledge Based Computer Systems (KBCS 2002). Sasikumar, M., Jayprasad, J. H. & Kavitha, M. (eds.). Jangpura India: Vikas Publishing House Pvt Ltd, p. 289 - 299 11 p.

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

8 Citations (Scopus)

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

20 Citations (Scopus)

Comparing humans and AI agents

Insa-Cabrera, J., Dowe, D. L., Espana-Cubillo, S., Hernandez-Lloreda, M. V. & Hernandez-Orallo, J., 2011, Proceedings of the 4th International Conference on Artificial General Intelligence. Schmidhuber, J., Thorisson, K. R. & Looks, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 122 - 132 11 p.

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

Complexity and information-theoretic approaches to biology

Dowe, D. L. & Prank, K., 1997, Pacific Symposium on Biocomputing '98. Singapore: World Scientific Publishing, p. 559 - 560 2 p.

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

14 Citations (Scopus)

Compression and intelligence: Social environments and communication

Dowe, D. L., Hernandez-Orallo, J. & Das, P., 2011, Proceedings of the 4th International Conference on Artificial General Intelligence. Schmidhuber, J., Thorisson, K. R. & Looks, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 204 - 211 8 p.

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

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 PaperOtherpeer-review

Open Access
File
22 Citations (Scopus)

Computer models solving intelligence test problems: Progress and implications

Hernandez-Orallo, J., Martinez-Plumed, F., Schmid, U., Siebers, M. & Dowe, D. L., 1 Jan 2016, In : Artificial Intelligence. 230, p. 74 - 107 34 p.

Research output: Contribution to journalArticleResearchpeer-review

Consistency of commonly applied vessel segmentation methods for magnetic resonance venography

Ward, P. G. D., Raniga, P., Ferris, N. J., Ng, A. C. L., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2015, p. 3760. 1 p.

Research output: Contribution to conferenceAbstract

Contrast enhancement for magnetic resonance venography

Ward, P., Ng, A. C. L., Ferris, N., Dowe, D. L., Barnes, D. G., Egan, G. F. & Raniga, P., 30 Oct 2014.

Research output: Contribution to conferencePoster

1 Citation (Scopus)

Database normalization as a by-product of minimum message length inference

Dowe, D. L. & Zaidi, N. A., 2010, Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence. Li, J. (ed.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6464. p. 82 - 91 10 p.

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

12 Citations (Scopus)

Decision forests with oblique decision trees

Tan, P. J. & Dowe, D. L., 2006, Proceedings of the 5th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence (MICAI 2006). Gelbukh, A. & Reyes-Garcia, C. A. (eds.). Germany: Springer-Verlag London Ltd., Vol. 4293. p. 593 - 603 11 p.

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

2 Citations (Scopus)

Developing machine intelligence within P2P networks using a distributed associative memory

Amir, A., Dowe, D. L. (ed.), Muhamad Amin, A. H. & Khan, A. I., 2013, p. 439 - 443. 5 p.

Research output: Contribution to conferenceOther

6 Citations (Scopus)

Discovering simple DNA sequences by compression

Powell, D. R., Dowe, D. L., Allison, L. & Dix, T. I., 1997, Pacific Symposium on Biocomputing '98. Singapore: World Scientific Publishing, p. 597 - 608 12 p.

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

Discussion on hedging predictions in machine learning by A Gammerman and V Vovk

Dowe, D. L., 2007, In : Computer Journal. 50, 2, p. 167 - 168 2 p.

Research output: Contribution to journalLetterOther

Discussion on the meeting on ‘signs and sizes:understanding and replicating statistical findings’

L. Hutton, J., Diggle, P. J., Bird, S. M., Hennig, C., Longford, N., B. Mathur, M., VanderWeele, T. J., Ioannidis, J. P. A., P. Chai, C., Dowe, D. L., Ferguson, J., Fitz-Simon, N., Friede, T., Rover, C., Grieve, A. P., Kumar, K., Ly, A., Mansmann, U., Mateu, J., A. J. Matthews, R. & 11 others, Neuenschwander, B., Zwahlen, M., Pericchi, L., Roes, K. C. B., Senn, S., Wagenmakers, E-J., Ly, A., Rice, K., Krakauer, C., Bonnett, T. & Held, L., 29 Dec 2019, In : Journal of the Royal Statistical Society Series A-Statistics in Society. 183, 2, p. 449-469 21 p.

Research output: Contribution to journalArticleOtherpeer-review

Open Access
File
7 Citations (Scopus)

Empirical data sets are algorithmically compressible: reply to McAllister?

Twardy, C., Gardner, S. L. & Dowe, D. L., 2005, In : Studies in History and Philosophy of Science Part A. 36, 2, p. 391 - 402 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Enabling non-invasive vein imaging

Ward, P., Barnes, D. G., Dowe, D. L., Egan, G. F. & Raniga, P., 15 Oct 2015.

Research output: Contribution to conferencePoster

4 Citations (Scopus)

Enhancing MML clustering using context data with climate applications

Visser, G., Dowe, D. L. & Uotila, J. P., 2009, Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence (AI 2009). Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 350 - 359 10 p.

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

14 Citations (Scopus)

Evaluating a reinforcement learning algorithm with a general intelligence test

Insa-Cabrera, J., Dowe, D. L. & Hernandez-Orallo, J., 2011, Proceedings of the 14th Conference of the Spanish Association for Artificial Intelligence. Lozano, J. A., Gamez, J. A. & Moreno, J. A. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 1 - 11 11 p.

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

5 Citations (Scopus)

Factors of collective intelligence: How smart are agent collectives?

Chmait, N., Dowe, D. L., Li, Y-F., Green, D. G. & Insa-Cabrera, J., 2016, ECAI 2016, 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, Including, Prestigious Applications of Artificial Intellence (PAIS 2016): Proceedings : Part 1/Part 2. Kaminka, G. A., Fox, M., Bouquet, P., Hullemeier, E., Dignum, V., Dignum, F. & Harmelen, F. V. (eds.). Netherlands: IOS Press, p. 542-550 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

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

Finding Cutpoints in Noisy Binary Sequences - A Revised Empirical Evaluation

Viswanathan, M., Wallace, C. S., Dowe, D. L. & Korb, K. B., 1999, In : Lecture Notes in Computer Science. p. 405 - 416 12 p.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

Finding outpoints in noisy binary sequences- a revised empirical evaluation

Viswanathan, M., Wallace, C. S., Dowe, D. L. & Korb, K. B., 1999, Advanced Topics in Artificial Intelligence - 12th Australian Joint Conference on Artificial Intelligence, AI 1999, Proceedings. Foo, N. (ed.). Springer, p. 405-416 12 p. (Lecture Notes in Computer Science ; vol. 1747).

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

37 Citations (Scopus)

Foreword re C. S. Wallace

Dowe, D. L., 2008, In : Computer Journal. 51, 5, p. 523 - 560 38 p.

Research output: Contribution to journalArticleResearchpeer-review

General Bayesian networks and asymmetric languages

Comley, J. W. & Dowe, D. L., 2003, Proceedings of the 2003 Hawaii International Conference on Statistics and Related Fields, The Second Annual Conference. Burge, A. (ed.). Honolulu USA: Hawaii International Conference on Statistics, p. 1 - 18 18 p.

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

7 Citations (Scopus)

How universal can an intelligence test be?

Dowe, D. L. & Hernandez-Orallo, J., 2014, In : Adaptive Behavior. 22, 1, p. 51 - 69 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Identifying flexible pool pumps suitable for distributed demand response schemes

Andrew, L. L. H., Pop, D. D., Razzaghi, R. & Dowe, D. L., 2019, In : IOP Conference Series: Earth and Environmental Science. 322, 1, 7 p., 012022.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
4 Citations (Scopus)

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 journalArticleResearchpeer-review

Open Access
File
8 Citations (Scopus)

Inductive Inference of Chess Player Strategy

Jansen, A. R., Dowe, D. L. & Farr, G. E., 2000, In : Lecture Notes in Computer Science. p. 61 - 71 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Inference and prediction via MML, Bayesianism and Kolmogorov complexity

Dowe, D. L., 1997, p. 30 - 30. 1 p.

Research output: Contribution to conferenceAbstract