1989 …2019
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Research Output 1989 2019

1989
1 Citation (Scopus)

On the existence of sequences of co-prime pairs of integers

Dowe, D. L., 1989, In : Journal of the Australian Mathematical Society. 47, 1, p. 84-89 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
1993
8 Citations (Scopus)

A decision graph explanation of protein secondary structure prediction

Dowe, D. L., Oliver, J., Dix, T. I., Allison, L. & Wallace, C. S., 1 Jan 1993, Proceedings of the 26th Hawaii International Conference on System Sciences, HICSS 1993. IEEE, Institute of Electrical and Electronics Engineers, p. 669-678 10 p. 270674. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 1).

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

1994
3 Citations (Scopus)

Model selection in linear regression using the MML criterion

Baxter, R. A. & Dowe, D. L., 1994, Proceedings of the Data Compression Conference. Storer, J. A. & Cohn, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 1 p.

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

1996
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

14 Citations (Scopus)

MML estimation of the parameters of the spherical fisher distribution

Dowe, D. L., Oliver, J. J. & Wallace, C. S., 1996, Algorithmic Learning Theory - 7th International Workshop, ALT 1996, Proceedings. Arikawa, S. & Sharma, A. K. (eds.). Springer, p. 213-227 15 p. (Lecture Notes in Computer Science ; vol. 1160).

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

102 Citations (Scopus)

The Melbourne family grief study, I: Perceptions of family functioning in bereavement

Kissane, D. W., Bloch, S., Dowe, D. L., Snyder, R. D., Onghena, P., McKenzie, D. P. & Wallace, C. S., 1 Jan 1996, In : American Journal of Psychiatry. 153, 5, p. 650-658 9 p.

Research output: Contribution to journalArticleResearchpeer-review

87 Citations (Scopus)

The Melbourne family grief study, II: Psychosocial Morbidity and Grief in Bereaved Families

Kissane, D. W., Bloch, S., Onghena, P., McKenzie, D. P., Snyder, R. D. & Dowe, D. L., 1 Jan 1996, In : American Journal of Psychiatry. 153, 5, p. 659-666 8 p.

Research output: Contribution to journalArticleResearchpeer-review

1997

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

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

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

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

Inference and prediction via MML, Bayesianism and Kolmogorov complexity

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

Research output: Contribution to conferenceAbstract

MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions

Wallace, C. S. & Dowe, D. L., 1997, p. 608 - 613. 6 p.

Research output: Contribution to conferenceOther

MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions

Wallace, C. S. & Dowe, D. L., 1997, Sixth International Workshop on Artificial Intelligence and Statistics. San Francisco USA: Society for AI and Statistics, p. 529 - 536 8 p.

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

Resolving the Neyman-Scott problem by minimum message length

Dowe, D. L. & Wallace, C. S., 1997, Melbourne Vic Australia: Monash University. 10 p.

Research output: Book/ReportBookOther

Resolving the Neyman-Scott problem by minimum message length

Dowe, D. L. & Wallace, C. S., 1997, p. 614 - 618. 5 p.

Research output: Contribution to conferenceOther

The contribution of variance to utility functions

Dowe, D. L., 1997, Econometric Society Australasian Meeting Conference Proceedings. Melbourne Vic Australia: Economics Dept, University of Melbourne, p. 1 - 5 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Other

1998

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

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

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

Point Estimation using the Kullback-Leibler Loss Function and Minimum Message Length

Dowe, D. L., Baxter, R. A., Oliver, J. J. & Wallace, C. S., 1998, In : Lecture Notes in Computer Science. p. 87 - 95 9 p.

Research output: Contribution to journalArticleResearchpeer-review

16 Citations (Scopus)

Point estimation using the kullback-leibler loss function and MML

Dowe, D. L., Baxter, R. A., Oliver, J. J. & Wallace, C. S., 1998, Research and Development in Knowledge Discovery and Data Mining - 2nd Pacific-Asia Conference, PAKDD 1998, Proceedings. Wu, X., Kotagiri, R. & Korb, K. B. (eds.). Springer, p. 87-95 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1394).

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

Single Factor Analysis in Minimal Message Length Mixture Modelling

Edwards, R. T. & Dowe, D. L., 1998, In : Lecture Notes in Computer Science. p. 96 - 109 14 p.

Research output: Contribution to journalArticleResearchpeer-review

20 Citations (Scopus)

Single factor analysis in MML mixture modelling

Edwards, R. T. & Dowe, D. L., 1998, Research and Development in Knowledge Discovery and Data Mining - 2nd Pacific-Asia Conference, PAKDD 1998, Proceedings. Wu, X., Kotagiri, R. & Korb, K. B. (eds.). Springer, p. 96-109 14 p. (Lecture Notes in Computer Science ; vol. 1394).

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

2 Citations (Scopus)

The Hunter and the Hunted - Modelling the Relationship Between Web Pages and Search Engines

Dowe, D. L., Allison, L. & Pringle, G., 1998, In : Lecture Notes in Computer Science. p. 380 - 382 3 p.

Research output: Contribution to journalArticleResearchpeer-review

23 Citations (Scopus)

What is a Tall Poppy Among Web Pages

Pringle, G., Allison, L. & Dowe, D. L., 1998, Computer Networks and ISDN Systems: Proceedings of the 7th International World Wide Web Conference. Netherland: Elsevier, p. 369 - 377 9 p.

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

1999

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

Information-Theoretic Approaches to Biology

Dowe, D. L. & Prank, K., 1999, Proceedings of the Pacific Symposium on Biocomputing '99 (PSB-99). SINGAPORE: World Scientific Publishing, p. 252 - 253 2 p.

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

199 Citations (Scopus)

Minimum Message Length and Kolmogorov Complexity

Wallace, C. S. & Dowe, D. L., 1999, In : Computer Journal. p. 270 - 283 14 p.

Research output: Contribution to journalArticleResearchpeer-review

19 Citations (Scopus)

Refinements of MDL and MML Coding

Wallace, C. S. & Dowe, D. L., 1999, In : Computer Journal. p. 330 - 337 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Rejoinder

Wallace, C. S. & Dowe, D. L., 1999, In : Computer Journal. p. 345 - 347 3 p.

Research output: Contribution to journalArticleResearchpeer-review

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

16 Citations (Scopus)

Minimum Message Length Grouping of Ordered Data

Fitzgibbon, L. J., Allison, L. & Dowe, D. L., 2000, In : Lecture Notes in Computer Science. p. 56 - 70 15 p.

Research output: Contribution to journalArticleResearchpeer-review

101 Citations (Scopus)

MML Clustering of Multi-state, Poisson, von Mises Circular and Gaussian Distributions

Wallace, C. S. & Dowe, D. L., 2000, In : Statistics and Computing. p. 73 - 83 11 p.

Research output: Contribution to journalArticleResearchpeer-review

2001
4 Citations (Scopus)

Universal Bayesian Inference?

Dowe, D. L. & Oppy, G. R., 2001, In : Behavioral and Brain Sciences. 24, 4, p. 662 - 663 2 p.

Research output: Contribution to journalArticleResearchpeer-review

2002
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

2 Citations (Scopus)

Message length formulation of Support Vector Machines for binary classification - a preliminary scheme

Kornienko, L., Dowe, D. L. & Albrecht, D. W., 2002, In : Lecture Notes in Computer Science. 2557, p. 119 - 130 12 p.

Research output: Contribution to journalArticleResearchpeer-review

7 Citations (Scopus)

MML clustering of continuous-valued data using Gaussian and t distributions

Agusta, Y. & Dowe, D. L., 2002, In : Lecture Notes in Computer Science. 2557, p. 143 - 154 12 p.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

MML inference of decision graphs with multi-way joins

Tan, J. P. & Dowe, D. L., 2002, In : Lecture Notes in Computer Science. 2557, p. 131 - 142 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Univariate polynomial inference by Monte Carlo message length approximation

Fitzgibbon, L. J., Dowe, D. L. & Allison, L., 2002, Machine Learning: Proceedings of the Nineteenth International Conference. Sammut, C. & Hoffmann, A. (eds.). San Francisco USA: Morgan Kaufmann Publishers, p. 147 - 154 8 p.

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

2003
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

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

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

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

12 Citations (Scopus)

MML inference of decision graphs with multi-way joins and dynamic attributes

Tan, P. J. & Dowe, D. L., 2003, Proceedings of the 16th Australian Conference on AI: Advances in Artificial Intelligence (AI 2003. Gedeon, T. D. & Fung, L. C. C. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 2903. p. 269 - 281 13 p.

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

MML inference of single-layer neural networks

Makalic, E., Allison, L. & Dowe, D. L., 2003, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications. Hamza, M. H. (ed.). Anaheim CA USA: The International Associaion of Science and Technology for Development, p. 636 - 642 7 p.

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

The Turing Test

Oppy, G. R. & Dowe, D. L., 2003, In : Stanford Encyclopedia of Philosophy. 1(on-line), p. 1 - 26 26 p.

Research output: Contribution to journalArticleResearchpeer-review

10 Citations (Scopus)

Unsupervised learning of correlated multivariate Gaussian mixture models using MML

Agusta, Y. & Dowe, D. L., 2003, Proceedings of the 16th Australian Conference on AI: Advances in Artificial Intelligence (AI 2003. Gedeon, T. D. & Fung, L. C. C. (eds.). NY USA: Springer-Verlag London Ltd., Vol. 2903. p. 477 - 489 13 p.

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