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2012 - Technical reports

J Hernandez-Orallo and D L Dowe: Potential Properties of Turing Machines, Clayton School of Information Technology, Monash University, 22 pp. Technical report 2012/271. Abstract available.

J Hernandez-Orallo, D L Dowe and M V Hernandez-Lloreda: Measuring Cognitive Abilities of Machines, Humans and Non-Human Animals in a Unified Way: towards Universal Psychometrics, Clayton School of Information Technology, Monash University, 38 pp. Technical report 2012/267. Abstract available.

2011 - E1 Full written paper - refereed

D L Dowe, J Hernandez-Orallo and P Das: Compression and intelligence: Social environments and communication, Proceedings of the 4th International Conference on Artificial General Intelligence, 3 August 2011 to 6 August 2011, Springer-Verlag, Berlin Germany, pp. 204-211. (NR).

J Hernandez-Orallo, D L Dowe, S Espana-Cubillo, M V Hernandez-Lloreda and J Insa-Cabrera: On more realistic environment distributions for defining, evaluating and developing intelligence, Proceedings of the 4th International Conference on Artificial General Intelligence, 3 August 2011 to 6 August 2011, Springer-Verlag, Berlin Germany, pp. 82-91. (NR).

J Insa-Cabrera, D L Dowe, S Espana-Cubillo, M V Hernandez-Lloreda, J Hernandez-Orallo: Comparing humans and AI agents, Proceedings of the 4th International Conference on Artificial General Intelligence, 3 August 2011 to 6 August 2011, Springer-Verlag, Berlin Germany, pp. 122-132. (NR).

J Insa-Cabrera, D L Dowe, J Hernandez-Orallo: Evaluating a reinforcement learning algorithm with a general intelligence test, Proceedings of the 14th Conference of the Spanish Association for Artificial Intelligence, 7 November 2011 to 11 November 2011, Springer-Verlag, Berlin Germany, pp. 1-11. (NR).

2011 - Book Chapter

D L Dowe: MML, Hybrid Bayesian network graphical models, statistical consistency, invariance and uniqueness, in Philosophy of Statistics, eds Prasanta S Bandyopadhyay and Malcolm R Forster, Elsevier, Amsterdam Netherlands, pp. 901-982.

2011 - C3 Non-refereed articles in journal

D L Dowe: Probabilistic and Gaussian football tipping, Vinculum, vol 48, issue 2, The Mathematical Association of Victoria, Brunswick Vic Australia, pp. 10-12.

2011 - N Expert Commentary

D L Dowe and J Hernandez-Orallo: Mammals, machines and mind games. Who’s the smartest?, The Conversation, The Conversation Media Trust, Melbourne Vic Australia..

2010 - C1 Refereed journal articles

P E Dale, M B Dale, D L Dowe, J M Knight, C J Lemckert, D C Low Choy, M J Sheaves and I Sporne: A conceptual model for integrating physical geography research and coastal wetland management, with an Australian example, Progress in Physical Geography [P], vol 34, issue 5, Sage Publications Ltd, London UK, pp. 605-624. (A).

J Hernandez-Orallo and D L Dowe: Measuring universal intelligence: Towards an anytime intelligence test, Artificial Intelligence, vol 174, issue 18, Elsevier Science BV, Amsterdam Netherlands, pp. 1508-1539. (A*).

S Musgrave and D Dowe: Kinship, optimality, and typology, Behavioral And Brain Sciences, vol 33, issue 5, Cambridge University Press, New York, USA, pp. 397-398. (A*).

2010 - E1 Full written paper - refereed

D L Dowe and N A Zaidi: Database normalization as a by-product of minimum message length inference, Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence (AI 2010), 7 December 2010 to 10 December 2010, Springer-Verlag, Berlin Germany, pp. 82-91. (B).

2009 - E1 Full written paper - refereed

G Visser, D L Dowe and I D Svalbe: Information-theoretic image reconstruction and segmentation from noisy projections, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence, 1 December 2009 to 4 December 2009, Springer-Verlag, Berlin Germany, pp. 170-179 (ERA Rank: B).

G Visser, D L Dowe and J P Uotila: Enhancing MML clustering using context data with climate applications, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence, 1 December 2009 to 4 December 2009, Springer-Verlag, Berlin Germany, pp. 350-359 (ERA Rank: B).

2008 - C1 Refereed journal articles

D L Dowe: Foreword re C.S. Wallace, The Computer Journal, vol 51, issue 5, Oxford University Press, Oxford England UK, pp. 523-560.

D L Dowe: Minimum message length and statistically consistent invariant (objective?) Bayesian probabilistic inference - from (medical) 'evidence', Social Epistemology, vol 22, issue 4, Routledge, United Kingdom, pp. 433-460.

A Torsello and D L Dowe: Learning a generative model for structural representations, Lecture Notes in Artificial Intelligence, vol 5360, Springer-Verlag, Berlin Germany, pp. 573-583.

2008 - E1 Full written paper - refereed

M Fridkin, D L Dowe and S Musgrave: Lexical access via phoneme to grapheme conversion, Proceedings of the Australasian Language Technology Association Workshop 2008, 8 December 2008 to 10 December 2008, Australian Language Technology Association, Sydney NSW Australia, pp. 28-36.

A Torsello and D L Dowe: Supervised learning of a generative model for edge-weighted graphs, Proceedings of the 19th International Conference on Pattern Recognition, 8 December 2008 to 11 December 2008, IEEE, pp. 1-4.

2007 - C1 Refereed journal articles

A P Dalgleish, D L Dowe and I D Svalbe: Tomographic reconstruction of images from noisy projections: A preliminary study, Lecture Notes in Artificial Intelligence, vol 4830, Springer, Germany, pp. 539-548.

D L Dowe, S L Gardner and G R Oppy: Bayes not bust! Why simplicity is no problem for Bayesians, The British Journal for the Philosophy of Science, vol 58, issue 4, Oxford University Press, United Kingdom, pp. 709-754.

P J Tan, D L Dowe and T I Dix: Building classification models from microarray data with tree-based classification algorithms, Lecture Notes in Artificial Intelligence, vol 4830, Springer, Germany, pp. 589-598.

2007 - E1 Full written paper - refereed

G Visser and D L Dowe: Minimum message length clustering of spatially-correlated data with varying inter-class penalties, Proceedings of the 6th IEEE/ACIS International Conference on Computer and Information Science, 11 July 2007 to 13 July 2007, IEEE Computer Society, Los Alamitos CA USA, pp. 17-22.

2007 - C4 Letter or Note

D Dowe: Discussion on hedging predictions in machine learning by A Gammerman and V Vovk, The Computer Journal, vol 50, ed 2, Oxford University Press, United Kingdom, pp. 167-168.

2006 - C1 Refereed journal articles

P J Tan, D L Dowe: Decision forests with oblique decision trees,, Lecture Notes in Computer Science, vol 4293, Springer-Verlag, Berlin Germany, pp. 593-603.

2006 - E1 Full written paper - refereed

T Maheswaran, G Sanjayan, D L Dowe, J P Tan: MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers from Bridge Deterioration, Proceedings of the 19th Australian Joint Conference on Artificial Intelligence - AI 2006: Advances in Artificial Intelligence, 4 December 2006 to 8 December 2006, Springer Verlag, Berlin Germany, pp. 322-331.

S B Molloy, D W Albrecht, D L Dowe, K M Ting: Model-based clustering of sequential data, Proceedings of the 5th annual Hawaii international conference on statistics, mathematics and related fields (HICS 2006), 16 January 2006 to 18 January 2006, Hawaii International Conferences, Honolulu Hawaii USA, pp. 1233-1254.

2005 - C1 Refereed journal articles

L Kornienko, D W Albrecht and D L Dowe: A Preliminary MML Linear Classifier Using Principal Components for Multiple Classes, in S Zhang and R Jarvis (eds), Lecture Notes in Artificial Intelligence, [Proc. of the 18th Australian Joint Conference on Artificial Intelligence, {AI 2005}, Sydney, NSW, Australia, 5-9 December 2005], Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, ISBN: 3-540-30462-2 & 978-540-30462-3, Vol 3809, pp 922-926.

C Twardy, S Gardner and D L Dowe: Empirical Data Sets are Algorithmically Compressible: Reply to McAllister?, in N Jardine and M Frasca-Spada (eds), Studies in History and Philosophy of Science Part A, Pergamon, UK, ISSN: 0039-3681, Vol 36, Issue 2, 391-402.

2005 - E1 Full written paper - refereed

M J Collie, D L Dowe and L J Fitzgibbon: Stock Market Simulation and Inference Technique, in N Nedjah, L M Mourelle, M M B R Vellasco, A Abraham & M Koppen (eds), Proceedings of the Fifth International Conference on Hybrid Intelligent Systems (HIS 2005), Rio de Janerio, Brazil, 6-9 November 2005, IEEE Computer Society, Los Alamitos, CA, USA, ISBN: 0-7695-2457-5, pp 534-538.

J N Ooi and D L Dowe: Inferring Phylogenetic Graphs of Natural Languages using Minimum Message Length, in R Martin, E Onaindia, A Bugarin & J Santos (eds), Proceedings of the 11th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2005). Santiago de Compostela, Spain, 16-18 November 2005, CopyNino, Santiago de Compostela, Spain, ISBN: 84-96474-13-5, Vol 1, pp 143-152.

2005 - Technical reports

M J Collie, D L Dowe and L J Fitzgibbon: Trading Rule Search with Autoregressive Inference Agents, Clayton School of IT, Monash University, Melbourne, 10pp. Technical report 2005/174. Abstract available.

L Kornienko, D W Albrecht and D L Dowe: A Preliminary MML Linear Classifier Using Principal Components for Multiple Classes, Clayton School of IT, Monash University, Melbourne, 80pp. Technical report 2005/179. Abstract available.

J N Ooi and D L Dowe: Inferring Phylogenetic Graphs for Natural Languages using MML, Clayton School of Information Technology, Monash University, Melbourne, 36pp. Technical report 2005/178. Abstract available.

2005 - Book Chapter

J W Comley and D L Dowe: Minimum Message Length and Generalized Bayesian Nets with Asymmetric Languages, in P D Grunwald, I J Myung and M A Pitt (eds), Advances in Minimum Description Length Theory and Applications, The MIT Press, London, England, ISBN: 0-262-07262-9, pp 265-294.

2005 - E2 Full written paper -not refereed

M Sak, D L Dowe, S Ray: Minimum message length moving average time series data mining, Proceedins of the 2005 ICSC Congress on Computational Intelligence: Methods and Applications, 15 December 2005 to 17 December 2005, IEEE, Piscataway NJ USA, pp. 1-6.

2005 - N Expert Commentary

D L Dowe: Even a beautiful mind can't tip a winner, Article published in the Sunday Herald Sun on 17th April 2005, pp3.

D L Dowe: Tipsters Score Poorly, Article published in the Sunday Herald Sun, 24th April 2005, pp23.

D L Dowe: What to Make of all the Upsets in the AFL Footy Season so far and Monash University's probabilistic footy-tipping competition at www.csse.monash.edu.au/~footy, Radio interview with Grant Cameron on Tuesday 26 April 2005, 6.15-6.25 pm Melbourne time (5.45 - 5.55pm Adelaide time) 10 minutes duration on Adelaide ABC 891 drive-time radio.

2004 - C1 Refereed journal articles

P J Tan and D L Dowe: MML Inference of Oblique Decision Trees, in G I Webb and X Yu (eds). Lecture Notes in Artificial Intelligence, (Proceedings of the 17th Australian Joint Conference on Advances in Artificial Intelligence [AI'04], Cairns, Australia, 4-6 December 2004), Springer-Verlag, Berlin, Germany, ISSN: 0302-9743 & ISBN: 3-540-24059-4, Vol 3339, pp 1082-1088.

2004 - E1 Full written paper - refereed

A C Bickerstaffe and D L Dowe: MML-based Compressive Models for Musical Melody, Proceedings of the Fourth International ICSC Symposium on Engineering of Intelligence Systems (EIS 2004), Island of Madeira, Portugal, 29 February - 2 March 2004, ICSC Academic Press, Canada, ISBN: 3-906454-35-5, 6pp.

L J Fitzgibbon, D L Dowe and F Vahid: Minimum Message Length Autoregressive Model Order Selection, Proceedings of the International Conference on Intelligent Sensing and Information Processing (ICISIP 2004), Chennai, India, 4-7 January 2004, IEEE Operations Center, Piscataway, NJ, USA, ISBN: 0-7803-8243-9, pp 439-444.

2004 - Other publications

G Petit and D L Dowe: Rings of Functions with Integer Derivatives at x=1, Bulletin of the Iranian Mathematical Society, Vol 30, Issue 1, 2004, pp 53-67.

2003 - C1 Refereed journal articles

Y Agusta and D L Dowe: Unsupervised Learning of Correlated Multivariate Gaussian Mixture Models Using MML, in T D Gedeon and L C C Fung (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743 & ISBN: 3-540-20646-9, Vol 2903, pp 477-489.

D M Clarke, G C Smith, D L Dowe and D P McKenzie: An Empirically Derived Taxonomy of Common Distress Syndromes in the Medically Ill, Journal of Psychosomatic Research, Elsevier Science Inc., Oxford, England, ISSN: 0022-3999, Vol 54,pp 323-330.

P J Tan and D L Dowe: MML Inference of Decision Graphs with Multi-way Joins and Dynamic Attributes, in T D Gedeon and L C C Fung (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743 & ISBN: 3-540-20646-9, Vol 2903, pp 269-281.

2003 - E1 Full written paper - refereed

Y Agusta and D L Dowe: Clustering of Gaussian and t Distributions Using Minimum Message Length, in M Sasikumar, J J Hegde and M Kavitha (eds), Proceedings of the International Conference on Artificial Intelligence: Theory and Practice (KBS 2002), Navi Mumbai, India, 18 21 December 2002, Vikas Publishing House PVT Ltd, Jangpura, New Delhi, India, ISBN: 81-259-1428-5, pp 289-299.

Y Agusta and D L Dowe: Unsupervised Learning of GAMMA Mixture Models Using Minimum Message Length, in M H Hamza (ed), Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2003), Benalmadena, SPAIN, ACTA Press, Anaheim, CA, USA, ISBN: 0-88986-390-3 & ISSN: 1482-7913, pp 457-462.

J W Comley and D L Dowe: General Bayesian Networks and Asymmetric Languages, Proceedings of the 2003 Hawaii International Conference on Statistics and Related Fields (HICS 2003), Honolulu, Hawaii, USA, 5-8 June 2003, ISSN: 1539-7211, pp 1 - 18.

L J Fitzgibbon, D L Dowe and L Allison: Bayesian Posterior Comprehension via Message from Monte Carloq, Proceedings of the 2003 Hawaii International Conference on Statistics and Related Fields (HICS 2003), Honolulu, Hawaii, USA, 5-8 June 2003, ISSN: 1539-7211, pp 1 - 21.

E Makalic, L Allison and D L Dowe: MML Inference of Single-Layer Neural Networks, in M H Hamza (ed), Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2003), Benalmadena, SPAIN, ACTA Press, Anaheim, CA, USA, ISBN: 0-88986-390-3 & ISSN: 1482-7913, pp 636-642.

2003 - Technical reports

E Makalic, L Allison and D L Dowe: MML Inference of Single-layer Neural Networks, School of Computer Science and Software Engineering, Monash University, Melbourne, 22pp. Technical report 2003142. Abstract available.

2003 - Other publications

G Oppy and D L Dowe: The Turing Test, (D1 - major review), in E N Zalta, Stanford Encyclopedia of Philosophy, Library of Congress Catalog Data, ISSN: 1095-5054, 10 April 2003, 26pp.

2003 - E3 Full papers non-refereed accepted on the basis

P Sanghi and D L Dowe: A Computer Program Capable of Passing I.Q. Tests, in P P Slezak (ed), Proceedings of the Joint International Conference on Cognitive Science, 4th ICCS International Conference on Cognitive Science & 7th ASCS Australasian Society for Cognitive Science (ICCS/ASCS-2003), 13-17 July 2003, Sydney, NSW, Australia, pp 570-575.

2002 - C1 Refereed journal articles

Y Agusta and D L Dowe: MML Clustering of Continuous-Valued Data Using Gaussian and t Distributions, in B McKay and J Slaney (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, Vol 2557, pp 143-154.

L J Fitzgibbon, D L Dowe and L Allison: Change-Point Estimation Using New Minimum Message Length Approximations, in M Ishizuka and A Sattar (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, Vol 2417, pp 244-254.

L Kornienko, D L Dowe and D W Albrecht: Message Length Formulation of Support Vector Machines for Binary Classification - A Preliminary Scheme, in B McKay and J Slaney (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, Vol 2557, pp 119-130.

P J Tan and D L Dowe: MML Inference of Decision Graphs with Multi-way Joins, in B McKay and J Slaney (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, Vol 2557, 2002, pp 131-142.

2002 - E1 Full written paper - refereed

L J Fitzgibbon, D L Dowe and L Allison: Univariate Polynomial Inference by Monte Carlo Message Length Approximation, in C Sammut and A Hoffmann (eds), Proceedings of the Nineteenth International Conference on Machine Learning (ICML 2002), NSW, Australia, 8-12 July 2002, Morgan Kaufmann Publishers, Inc., CA, USA, ISBN: 1-55860-873 & ISSN: 1049-1910, pp 147-154.

2002 - Technical reports

L Fitzgibbon, D L Dowe and L Allison: Message from Monte Carlo, School of Computer Science and Software Engineering, Monash University, Melbourne, 67pp. Technical report 2002/107. Abstract available.

2002 - N Expert Commentary

D L Dowe: Counting the odds, (expert commentary), lead story in Learn, The Herald Sun, Tuesday, 21/05/2002, pp 31-32. covering statistical modelling and probability.

D L Dowe: Maths: a description of Monash University's probabilistic footy- tipping competition, www.csse.monash.edu.au/~footy ., (expert commentary), Education Times (State Government of Victoria, Department of Education and Training), Vol. 10, No. 4, 21 March 2002, page 36 (back page).

D L Dowe: Monash computer's AFL Round 4 tips and briefly Monash University's probabilistic footy-tipping competition at www.csse.monash.edu.au/~footy ., (expert commentary), # Adelaide ABC radio interview with Tony McCarthy and John Kenneally (The bald brothers), Friday 19/4/2002, 7:25a.m.-7:30a.m. Melbourne time (6:55a.m. -7:00a.m. Adelaide time) (5 minutes).

D L Dowe: Monash Computer's Round 6 AFL Footy Tips, (expert commentary), Radio interview of Ryan Baird with Francis Leach on 774 ABC 3LO Radio, Saturday 4/5/2002, 10:20-10:35am. (15 minutes) Also took calls from listeners about the way they create their own footy tips..

D L Dowe: Monash Computer's Round 7 footy tips, (expert commentary), Monash University's Titian De Colle interviewed on 3BO FM Bendigo for the Monash Computer's Round 8 footy tips, Friday 16/05/2002, 11:45-11:50p.m. (5 minutes)..

D L Dowe: Monash Computer's Round 7 footy tips, (expert commentary), Monash University's Titian De Colle interviewed on 3BO FM Bendigo, Friday 10/05/2002, 11:50-11:55p.m. (5 minutes)..

D L Dowe: Monash University probabilistic footy-tipping competition, (expert commentary), * The Mathematics Association of Victoria (MAV) mentions in their What's new WWW page (accessed July 2002): run by A/Prof. David Dowe, Senior Lecturer, School of Computer Science and Software Engineering.

D L Dowe: Monash University's Probabilistic Football Prediction Competition and the Monash Computer's Round 6 AFL Footy Tips, (expert commentary), Radio interview of Dr David Dowe with Matt Watson of Bendigo radio 3BO FM, Friday 3/05/2002, 11:54-11:59 p.m. (5 minutes).

D L Dowe: Monash University's probabilistic footy-tipping competition, (expert commentary), 666 ABC Canberra radio interview with Keri Phillips, Tuesday 23/4/2002, 5:52p.m.- 5:59p.m. (7 minutes).

D L Dowe: Probabilistic Football Prediction Competition, Radio interview with Chris Wisbey of Tasmanian ABC 7ZR and 7NT channel, 20/2/2002, 7.52 - 7.59 pm (7 minutes).

D L Dowe: Probabilistic Football Prediction Competition, (expert commentary), Radio interview with Greg Evans of 3AK, Wednesday 27/3/2002, 2:06-2:16p.m. (10 minutes).

D L Dowe: Probably Tipping, (expert commentary), Herald Sun, Thu 21/03/2002, page 87, in 'The Pulse' with Grantley Bernard. This article leads the rightmost column and is about Monash University's online probabilistic footy-tipping competition (organised by Dr D. Dowe)..

D L Dowe: The Sports Factor, Radio national interview with Amanda Smith, 621 AM ABC Radio National, 3/5/2002, from 8.50 am - 8.59 am (about 9 minutes).

D L Dowe: Tip up and join in football fun, (expert commentary), Monash Journal, Tuesday 26/03/2002, Sports section. This article is about Monash CSSE's WWW-based probabilistic footy-tipping competition, organised by David Dowe.

D L Dowe: Tipped to Win, (expert commentary), The Herald Sun, Tue 21/05/2002, page 32. This article is about footy-tipping and mentions Dr David Dowe and Monash University (CSSE)'s probabilistic footy-tipping competition at www.csse.monash.edu.au/~footy and the Monash computer computer tipper.

D L Dowe: Using maths to pick a winner, (expert commentary), Monash Memo (Monash University), Issue 13, Tue 30/04/2002, page 2. This article is about the probabilistic footy- tipping competition at http://www.csse.monash.edu.au/~footy ..

2001 - C1 Refereed journal articles

D L Dowe and G Oppy: Universal Bayesian Inference?, Journal of Behavioral and Brain Sciences, Cambridge University Press, NY, USA, Vol 24, Issue 4, August, 2001, pp 662-663.

2001 - E3 Full papers non-refereed accepted on the basis

S Needham and D L Dowe: Message length as an effective Ockham's razor in decision tree induction, (conference paper accepted on the basis of a submitted extract which was subjected to peer review), Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics 2001, (AISTATS 2001), Florida, USA, 4-7 January 2001, Morgan Kaufmann Publishers, CA, USA, ISBN: 1-55860-748-X, 2001, pp 253-260.

2001 - N Expert Commentary

D L Dowe: The World Today, ABC 774 3LO Radio with Michelle Fonseca on 6 November 2001 (approximately 1 minute).

D L Dowe: Trigger, the footy-tipping dog comes to Monash University to get some help, Channel 9, Melbourne, 15 June 2001 with Jennifer Keyte at 5.30 pm (1-minute segment).

2000 - C1 Refereed journal articles

L J Fitzgibbon, L Allison and D L Dowe: Minimum message length grouping of ordered data, in H Arimura, S Jain and A Sharma (eds), Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, Germany, ISSN: 0302-9743, Vol 1968, pp 56-70.

A R Jansen, D L Dowe and G E Farr: Inductive inference of chess player strategy, in R Mizoguchi and J Slaney (eds), Lecture Notes in Artificial Intelligencence, Springer-Verlag, Heidelber, Germany, ISSN: 0302-9743, Vol 1886, pp 61-71.

C S Wallace and D L Dowe: MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions, in D J Hand (ed), Journal of Statistics and Computing, Kluwer Academic Publishers, Dordrecht, The Netherlands, Vol 10, Issue 1, ISSN: 0960-3174, January, 2000, pp 73-83.

2000 - E4 Extract of Paper

D Clarke, G Smith, D L Dowe and D P McKenzie: An empiricaly derived taxonomy of common psychiatric distress in the medically ill, (abstract), The Australian Society for Psychiatric Research (ASPR 2000), SA, Adelaide, 7-8 December 2000, 1pp.

2000 - N Expert Commentary

D L Dowe: Grand final and essendon - Melbourne probabilistic tip, (expert commentary), Interview with Derek Guille's afternoon program on ABC 774 3LO radio in studio, 3.20pm - 3.23pm (5 minutes), Friday 1 September 2000.

D L Dowe: Monash computer football tips, (expert commentary), article published in The Australian Newspaper, Sports Section, 2000 AFL football season.

D L Dowe: Probabilistic footy-tipping competition, (expert commentary), interview with David McMillan on 88.3 Southern (Community) FM radio, Wednesday 23 August 2000, 5.40pm - 5.50 pm (10 minutes).

D L Dowe: Probabilistic footy-tipping competition and Melbourne - NM and Essendon - Carlton tips, (expert commentary), Radio interview with Derek Guille's afternoon program on ABC 774 3LO radio, Friday 25 August 2000, 3.32pm - 3.37 pm (5 minutes).

1999 - C1 Refereed journal articles

C S Wallace and D L Dowe: Minimum message length and Kolmogorov Complexity, in C J van Rijsbergen (ed), The Computer Journal, Special Issue - Kolmogorov Complexity, Oxford University Press, UK, 1999, Vol 42, No 4, ISSN: 0010-4620, 270-283.

C S Wallace and D L Dowe: Refinements of MDL and MML coding, in C J van Rijsbergen (ed), The Computer Journal, Special Issue - Kolmogorov Complexity, 1999, Oxford University Press, UK, ISSN: 0010-4620, 330-337.

C S Wallace and D L Dowe: Rejoinder, in C J van Rijsbergen (ed), The Computer Journal, Special Issue - Kolmogorov Complexity, 1999, Oxford University Press, UK, Vol 42, No 4, ISSN: 0010-4620, 345-347.

1999 - E1 Full written paper - refereed

D L Dowe and K Prank: Information-theoretic approaches to biology, in R B Altman, A K Dunker, L Hunter and T E Klein (eds), Proceedings of the Pacific Symposium on Biocomputing '99 (PSB-99), Mauna Lani, Hawaii, USA, 4-9 January 1999, World Scientific Publishing Co. Pte. Ltd, Singapore, ISBN: 981-02-3624-7, pp 252-253.

M Viswanathan, C S Wallace, D L Dowe and K B Korb: Finding cutpoints in noisy binary sequences - a revised empirical evaluation, in N Foo (ed), Lecture Notes in Artificial Intelligence 1747, Subseries of Lecture Notes in Computer Science, Advanced Topics in Artificial Intelligence, Proceedings of the Twelfth Australian Joint Conference on Artificial Intelligence (AI'99), Sydney, Australia, 6-10 December 1999, Springer-Verlag, Germany, ISBN: 3-540-66822-5, pp 405-416.

1999 - Other publications

D L Dowe: (expert commentary), Channel 7, 6.20pm evening TV news with Mike Amor, Friday 14 May 1999, Channel 7, Melbourne, Australia, approximately 98 seconds.

D L Dowe: Footy tipping a winner (expert commentary),, article published in Monash Memo, Issue 38, 19 October 1999, Melbourne, Australia, pp 3.

D L Dowe: Leading team, (expert commentary) article published in the Herald Sun, Scrapbook, 25 May 1999, Melbourne, Australia, pp34.

D L Dowe: Net footy for students, (expert commentary), article published in the Waverley Gazette, 23 March 1999, Melbourne, Australia, pp10.

D L Dowe: New interstaters are winning our footy tipping, (expert commentary), article published in the Herald Sun, Scrapbook, 4 May 1999, Melbourne, Australia, pp32.

D L Dowe: Probable tipsters (expert commentary),, article published in The Australian - Notebook, Schools Section, 18 October 1999, Melbourne, Australia, pp 19.

D L Dowe: Radio interview with Lynne Haultain, (expert commentary), radio broadcast on 3LO station, 5 May 1999, Melbourne, Australia.

D L Dowe: Tip for success: forget loyalty (expert commentary),, article published in the Oakleigh, Springvale, Dandenong Times, 20 October 1999, Melbourne, Australia, pp 11.

D L Dowe and T Seemann: And the big men fly - again, (expert commentary), article published in the Monash University News, Public Affairs, Monash University, Clayton, Vol 2, No 3, April 1999, pp1.

D L Dowe and T Seemann: Flaming ostrich eyes 1999 footy title, (expert commentary), article published in the Monash University News, Public Affairs, Monash University, Clayton, Vol 2, No 2, April 1999, pp8.

V Estivill-Castro, L Brankovic and D L Dowe: Privacy in data mining (non-refereed journal article), in N Waters (ed), Journal of Privacy - Law & Policy Reporter, Vol 6, Issue 3, September, 1999, pp 33-35.

T Seemann and D L Dowe: Safe footy bet on the internet, (expert commentary) article published in the Monast Post, 27 April 1999, pp 18.

T Seemann, D L Dowe and J Rosenberg: Safe footy bet on the internet, (expert commentary), article published in the Monash Post, 27 April 1999, pp18.

1998 - C1 Refereed journal articles

M Prior, S Leekam, B Ong, R Eisenmajer, L Wing, J Gould and D L Dowe: in D Skuse, J Stevenson, F C Verhulst (eds), Child Psychology and Psychiatry and Allied Disciplines, Vol 39, No 6, Cambridge University Press, UK, ISSN: 0021-9630, September, 1998, 893-902.

1998 - E1 Full written paper - refereed

D L Dowe and A R Hajek: A non-behavioural, computational extension to the Turing Test, in H Selvaraj and B Verma (eds) Proceedings of the Second International Conference on Computational Intelligence and Multimedia Applications 1998 (ICCIMA '98) Gippsland, Victoria, Australia, 9-11 February 1998, World Scientific Publishing Co Pty Ltd, Singapore, ISBN: 981-02-3352-3, 101-106.

D L Dowe, L Allison and G Pringle: The Hunter and the Hunted - modelling the relationship between web pages and search engines, in X Wu, R Kotagiri and K B Korb (eds), Lecture Notes in Artificial Intelligence 1394, Research and Development in Knowledge Discovery and Data Mining, Proceedings of the Second Pacific-Asia Conference (PAKDD-98), 15-17 April, 1998, Melbourne, Australia, Springer-Verlag, Germany, ISSN: 0302-9743, ISBN: 3-540-64383-4, 380-382.

D L Dowe, R A Baxter, J J Oliver and C S Wallace: Point estimation using the Kullback-Leibler loss function and MML, in X Wu, R Kotagiri and K B Korb (eds) Lecture Notes in Artificial Intelligence 1394, Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98 Melbourne Australia, 15-17 April 1998, Springer-Verlag, Germany, ISSN: 0302-9743 ISBN: 3-540-64383-4, 87-95.

R T Edwards and D L Dowe: Single factor analysis in MML mixture modelling in X Wu, R Kotagiri and K B Korb (eds), Lecture Notes in Artificial Intelligence 1394, Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98 Melbourne Australia, 15-17 April 1998, Springer-Verlag, Germany, ISSN: 0302-9743 ISBN: 3-540-64383-4, 96-109.

D R Powell, L Allison, T I Dix and D L Dowe: Alignment of low information sequences, in X Lin (ed) Australian Computer Science Communications, Computing Theory '98, Proceedings of the Fourth Australasian Theory Symposium (CATS '98) Perth, Australia, 2-3 February 1998, Springer-Verlag, Singapore, ISBN: 98103083-92-1, 20: 3: 215-229.

G Pringle, L Allison and D L Dowe: What is a tall poppy among Web pages?, in H Ashman and P Thistlewaite (eds) Computer Networks and ISDN Systems: Proceedings of the Seventh International World Wide Web Conference Brisbane Australia, 14-18 April 1998, Elsevier Science BV, Netherlands, ISBN: 0169-7552-98, 30:1-7:369-377.

1998 - Other publications

D L Dowe: Football tipping with a difference, (expert commentary) article by June Yu on David Dowe's work with probabilistic football prediction, published in Waverley Gazette, 5 May 1998 p3.

D L Dowe: Monash Computer (David Dowe) football tips, (expert commentary) computer-based football predictions published weekly through 1998 AFL football season, The Australian Newspaper, Sports Section, 28 March (pp 66), 3 April (pp 19), 11 April (pp 40), 17 April (pp 18), 24 April (pp 19), 1 May (pp 21), 8 May (pp 18), 15 May (pp 20), 22 May (pp 22), 3 July (pp 18).

D L Dowe: North has the numbers (expert commentary), article published in the Herald Sun, Thursday 24 September, 1998, pp 7.

D L Dowe: One-eyed expert goes for Adelaide, (expert commentary), article published in the Weekend Australian, Grand Final day, Saturday 26 September 1998, pp 70.

D L Dowe: Prizes for 10 tipsters, (expert commentary), article published in Waverley Gazette, Melbourne, Australia, 24 November 1998, pp24.

D L Dowe: Punters: the game's on, (expert commentary), article published in Monash University News, written by Brenda Harkness on Dr David Dowe's work (with photo) on probabilistic footy-tipping, April, 1998 pp4.

D L Dowe: You've got to be in it!,, (expert commentary), article published in Monash Memo, Issue 25, 21 October 1998, pp 1.

D L Dowe, M Doran, G E Farr, A J Hurst, D R Powell, T Seemann: Kullback-Leibler distance, probability and football prediction, in W Robb (ed), Proceedings of the Fourteenth Biennial Australian Statistical Conference (ASC-14), Queensland, Australia, 6-10 July, 1998, pp 80.

D L Dowe, M Jorgensen, G McLachlan, C S Wallace: Information-theoretic estimation, in W Robb (ed), Proceedings of the Fourteenth Biennial Australian Statistical Conference (ASC-14), Queensland, Australia, 6-10 July, 1998, pp 125.

D L Dowe, C S Wallace: Kolmogorov complexity, minimum message length and inverse learning, in W Robb (ed), Proceedings of the Fourteenth Biennial Australian Statistical Conference (ASC-14), Queensland, Australia, 6-10 July, 1998, pp 144.

1997 - E1 Full written paper - refereed

D L Dowe: Inference and prediction via MML, Bayesianism and Kolmogorov complexity, International Society for Bayesian Analysis (ISBA) Fifth World Meeting Scientific Program & Abstracts, International Society for Bayesian Analysis, Pittsburgh PA USA, 30-30, 1pp.

D L Dowe and K Prank: Complexity and information-theoretic approaches to biology, Pacific Symposium on Biocomputing '98, World Scientific Publishing, Singapore, 559-560, 2pp.

D L Dowe and C S Wallace: Resolving the Neyman-Scott problem by minimum message length, Computing Science and Statistics, Interface '96, Proceedings of the 28th Symposium on the Interface, Interface Foundation of North America Inc, Fairfax Station VA USA, 614-618, 5pp.

T C Edgoose, L Allison and D L Dowe: An MML classification of protein structure that knows about angles and sequence, Pacific Symposium on Biocomputing '98, World Scientific Publishing, Singapore, 585-596, 12pp.

D R Powell, D L Dowe, L Allison and T I Dix: Discovering simple DNA sequences by compression, Pacific Symposium on Biocomputing '98, World Scientific Publishing, Singapore, 597-608, 12pp.

C S Wallace and D L Dowe: MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions, Sixth International Workshop on Artificial Intelligence and Statistics, Society for AI and Statistics, San Francisco USA, 529-536, 8pp.

C S Wallace and D L Dowe: MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions, Computing Science and Statistics, Interface '96, Proceedings of the 28th Symposium on the Interface, Interface Foundation of North America Inc, Fairfax Station VA USA, 608-613, 6pp.

1997 - Technical reports

D L Dowe and A R Hajek: A computational extension to the Turing test, 97/322, Dept Computer Science Technical Reports, Dept Computer Science, Monash University, Melbourne Australia, 1-9, 9pp. Technical report CS 97/322. Abstract available.

D L Dowe and C S Wallace: Resolving the Neyman-Scott problem by minimum message length, 97/307, Dept Computer Science Technical Reports, Dept Computer Science, Monash University, Melbourne Australia, 1-10, 10pp. Technical report CS 97/307. Abstract available.

1997 - Other publications

D L Dowe: Boffins have the numbers, Herald Sun, Herald Sun, Melbourne Australia, 5-5, 1pp.

D L Dowe: Probabilistic football prediction, 3AW Morning Show with Neil Mitchell, Commercial radio 3AW, Melbourne Australia, 1-1, 1pp.

D L Dowe: Probabilistic football prediction, Tasmanian ABC radio 7ZR and 7NT with Jules Retrot, ABC, Tasmania Australia, 1-1, 1pp.

D L Dowe: The contribution of variance to utility functions, Econometric Society Australasian Meeting Conference Proceedings, Economics Dept, University of Melbourne, Melbourne Australia, 1-5, 5pp.

1996 - A1 Books Authored - research

D L Dowe, K B Korb and J J Oliver: ISIS Information, Statistics and Induction in Science, Proceedings of the Conference, ISIS'96 Information, Statistics and Induction in Science, World Scientific, Singapore, i-xxiii-396, 419pp.

1996 - C1 Refereed journal articles

D W Kissane, S Bloch, D L Dowe, R D Snyder, P Onghena, D P McKenzie and C S Wallace: The Melbourne family grief study, I: Perceptions of family functioning in bereavement, The American Journal of Psychiatry, American Psychiatric Association, Washington DC USA, 650-658, 9pp.

D W Kissane, S Bloch, P Onghena, D P McKenzie, R D Snyder and D L Dowe: The Melbourne family grief study, II: Psychosocial morbidity and grief in bereaved families, The American Journal of Psychiatry, American Psychiatric Association, Washington DC USA, 659-666, 8pp.

1996 - E1 Full written paper - refereed

D L Dowe and K B Korb: Conceptual difficulties with the efficient market hypothesis: Towards a naturalized economics, Proceedings of the Conference, ISIS'96 Information, Statistics and Induction in Science, World Scientific, Singapore, 212-223, 12pp.

D L Dowe and C S Wallace: Resolving the Neyman-Scott problem by Minimum Message Length, SISC-96 Sydney International Statistical Congress, SISC-96, Sydney Australia, 197-198, 2pp.

D L Dowe, G E Farr, A J Hurst and K L Lentin: Information-theoretic football tipping, Third Conference on: Mathematics and Computers in Sport, Bond Univ, Gold Coast Australia, 233-241, 9pp.

D L Dowe, J J Oliver and C S Wallace: MML estimation of the parameters of the spherical Fisher distribution, Lecture Notes in Artificial Intelligence 1160. Subseries of Lecture Notes in Computer Science. Algorithmic Learning Theory. 7th Int Workshop, ALT'96 Proceedings, Springer-Verlag, Berlin Germany, 213-227, 15pp.

D L Dowe, J J Oliver, R A Baxter and C S Wallace: Bayesian estimation of the von Mises concentration parameter, Maximum Entropy and Bayesian Methods. Proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods, Kluwer Academic Publishers, Dordrecht, The Netherlands, 51-59, 9pp.

J J Oliver and D L Dowe: Minimum Message Length mixture modelling of spherical von Mises-Fisher distributions, SISC-96 Sydney International Statistical Congress, SISC-96, Sydney Australia, 198-198, 1pp.

C S Wallace and D L Dowe: MML mixture modelling of multi-state, Poisson, von Mises circular and Gaussian distributions, SISC-96 Sydney International Statistical Congress, SISC-96, Sydney Australia, 197-197, 1pp.

1996 - Technical reports

R A Baxter and D L Dowe: Model selection in linear regression using the MML criterion, 96/276, Dept Computer Science Technical Reports, Dept Computer Science, Monash Univ, Melbourne Australia, 1-13, 13pp. Technical report CS 96/276. Abstract available.

D L Dowe, G E Farr, A J Hurst and K L Lentin: Information-theoretic football tipping, 96/297, Dept Computer Science Technical Reports, Dept Computer Science, Monash Univ, Melbourne Australia, 1-11, 11pp. Technical report CS 96/297. Abstract available.

D L Dowe, J J Oliver and C S Wallace: MML estimation of the parameters of the spherical Fisher distribution, 96/272, Dept Computer Science Technical Reports, Dept Computer Science, Monash Univ, Melbourne Australia, 1-15, 15pp. Technical report CS 96/272. Abstract available.

1996 - Other publications

D L Dowe: Fighting families come to grief, Interview with Cheryl Cricthley from Herald-Sun Newspaper on work using MML clustering program, Snob, to analyse data on grieving families, published Herald-Sun, 16 August 1996, p 16.

1995 - E1 Full written paper - refereed

D L Dowe, L Allison, T I Dix, L Hunter, C S Wallace and T Edgoose: Circular clustering of protein dihedral angles by Minimum Message Length, Pacific symposium on biocomputing '96 (PSB-1), Hawaii, U.S.A, 3-6 January 1996, World Scientific, Singapore, ISBN: 981-02-2578-4, 242-255, 1995.

D L Dowe, J J Oliver, R A Baxter and C S Wallace: Bayesian estimation of the von Mises concentration parameter, Proceedings of fifteenth international workshop on maximum entropy and bayesian methods (MaxEnt'95), Santa Fe, USA, 9pp, 1995.

J J Oliver and D L Dowe: On pruning and averaging decision trees, Proceedings of the twelfth international conference on machine learning Tahoe City, California, 430-7, 1995.

J J Oliver and D L Dowe: Using unsupervised learning to assist supervised learning, Proceedings of the eighth Australian joint conference on artificial intelligence, Australian Defence Force Academy (ADFA), University of New South Wales, Canberra, 275-82, 1995.

1995 - Technical reports

D L Dowe: Classes of functions with integer derivatives at x = 1, (Technical report 95/217) Dept Computer Science, Monash University, Melbourne, 10pp, 1995. Technical report CS 95/217. Abstract available.

D L Dowe, L Allison, T I Dix, L Hunter, C S Wallace and T Edgoose: Circular clustering by Minimum Message Length of protein dihedral angles, (Technical report 95/237) Dept Computer Science, Monash University, Melbourne, 14pp, 1995. Technical report CS 95/237. Abstract available.

D L Dowe, J J Oliver, R A Baxter and C S Wallace: Bayesian estimation of the Von Mises concentration parameter, (Technical report 95/236) Dept Computer Science, Monash University, Melbourne, 8pp, 1995. Technical report CS 95/236. Abstract available.

J J Oliver and D L Dowe: Using unsupervised learning to assist supervised learning, (Technical report 95/235) Dept Computer Science, Monash University, Melbourne, 8pp, 1995. Technical report CS 95/235. Abstract available.

1995 - Other publications

D L Dowe: Classes of functions with integer derivatives at x = 1, 21ACCMCC Program, Twenty-first Australasian conference on combinatorial mathematics and combinatorial Computing Deakin University, Geelong, 11-12, 1995.

D L Dowe and K L Lentin: Information-theoretic footy-tipping competition - Monash, Computer Science Association Newsletter (Australia) December, 55-7, 1995.

1994 - C1 Refereed journal articles

D L Dowe and N Krusel: Decision tree models of bushfire activity, A I Applications 8, 3, 71-2, 1994.

1994 - E1 Full written paper - refereed

R A Baxter and D L Dowe: Model selection in linear regression using the (MML) criterion, in J A Storer and M Cohn (ed) Fourth IEEE data compression conf Snowbird, Utah, IEEE Computer Society Press, Los Alamitos, CA, 498, 1994.

C S Wallace and D L Dowe: Intrinsic classification by MML - the Snob program, in C Zhang, J Debenham and D Lukose (eds) Artificial Intelligence AI'94 Proc seventh Australian joint conf on artificial intelligence Armidale, 37-44, 1994.

J D Zakis, I Cosic and D L Dowe: Classification of protein spectra derived for Resonant Recognition model using the Minimum Message Length principle, in G Gupta (ed) Australian Computer Science Communications Seventeenth annual computer science conf (ACSC-17) Christchurch, New Zealand, 16, 1, 209-16, 1994.

1994 - Technical reports

D L Dowe and K B Korb: Conceptual difficulties with the efficient market hypothesis: Towards a naturalized economics, (Technical report 94/215) Dept Computer Science, Monash University, Melbourne, 12pp, 1994. Technical report CS 94/215. Abstract available.

1994 - Other publications

R A Baxter and D L Dowe: Model selection in linear regression using the MML criterion, (abstract) in J A Storer and M Cohn (ed) DCC'94 data compression conference Snowbird, Utah, 498, 1994.

C S Wallace and D L Dowe: Estimation of the von Mises concentration parameter using Minimum Message Length, (abstract) Twelfth Australian Statistical Society conf. 1994 Monash University, Melbourne, 1994.

1993 - E1 Full written paper - refereed

D L Dowe and N Krusel: A decision tree model of bushfire activity, Proc. sixth Aust. joint conf. on artificial intelligence Melbourne, 287-92, 1993.

D L Dowe, J J Oliver, T I Dix, L Allison and C S Wallace: A decision graph explanation of protein secondary structure prediction, Proc. twenty-sixth annual Hawaii int. conf. on system sciences Hawaii, 1, 669-78, 1993.

N Krusel and D L Dowe: Predicting bushfire activity in the Mallee region of north west Victoria using a decision tree model, Instit. of Aust. Geographers conf. Monash University, Melbourne, 1993.

E Papp, D L Dowe and S J D Cox: Spectral classification of radiometric data using an information theory approach, Proc. conf. on land information management and geographical information systems and advanced remote sensing. Coming of Age - 21 Years after Landsat, University of NSW, Sydney, 2, 223-32, 1993.

1993 - Technical reports

D L Dowe and N Krusel: A decision tree model of bushfire activity, (Technical report 93/190) Dept Computer Science, Monash University, Melbourne, 7pp, 1993. Technical report CS 93/190. Abstract available.

C S Wallace and D L Dowe: MML estimation of the von Mises concentration parameter, (Technical report 93/193) Dept Computer Science, Monash University, Melbourne, 21pp, 1993. Technical report CS 93/193. Abstract available.

1992 - E1 Full written paper - refereed

D L Dowe, J Oliver, L Allison, T I Dix and C S Wallace: Learning rules for protein secondary structure prediction, Dept. res. conf., Comp. Sci. Dept., UWA University of Western Australia, 1-12, 1992.

J J Oliver, D L Dowe and C S Wallace: Inferring decision graphs using the minimum message length principle, Proc. fifth joint conf. on artificial intelligence Hobart, 361-7, 1992.

1992 - Technical reports

D L Dowe, J Oliver, L Allison, C S Wallace and T I Dix: A decision graph explanation of protein secondary structure prediction, (Technical report 92/163) Dept Computer Science, Monash University, Melbourne, 13pp, 1992. Technical report CS 92/163. Abstract available.


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