David Dowe

Research output

Research output per year 1989 1997 1998 1999 2002 2003 2005 2007 2008 2011 2012 2013 2015 2016 2017 2024

• 71 Conference Paper
• 37 Article
• 8 Abstract
• 5 Other
• 13 More
  • 4 Chapter (Book)
  • 3 Commissioned Report
  • 3 Poster
  • 2 Book
  • 1 Letter

Research output per year

Research output per year

Search results

• 2021

  Accounting method selection using neural networks and multi-criteria decision making

  Duan, Y., Yeh, C-H. & Dowe, D. L., 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences. Bui, T. X. (ed.). New York NY USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1550-1559 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File

• Improving machine learning prediction of peatlands fire occurrence for unbalanced data using SMOTE approach

  Rosadi, D., Arisanty, D., Andriyani, W., Peiris, S., Agustina, D., L. Dowe, D. & Fang, Z., 2021, 2021 International Conference on Data Science, Artificial Intelligence, and Business Analytics (DATABIA), Proceedings. Jaya, I. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 160-163 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2019

  Identifying flexible pool pumps suitable for distributed demand response schemes

  Andrew, L. L. H., Pop, D. D., Razzaghi, R. & Dowe, D. L., 2019, 2019 International Conference on Smart Power & Internet Energy Systems. Haque, E. (ed.). Atlanta Georgia USA: IOP Publishing, 7 p. 012022. (IOP Conference Series: Earth and Environmental Science; vol. 322, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  Open Access

  File

• 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: Springer, p. 748-763 16 p. (Lecture Notes in Computer Science; vol. 11802).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  1 Citation (Scopus)
• 2018

  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 proceeding › Conference Paper › Research › peer-review
• 2017

  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 proceeding › Conference Paper › Research › peer-review
  8 Citations (Scopus)

• 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.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 5005-5009 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review

  Open Access

  File
  1 Citation (Scopus)

• Statistical compression-based models for text classification

  Saikrishna, V., Dowe, D. L. & Ray, S., 5 Apr 2017, Proceedings on 5th International Conference on Eco-Friendly Computing and Communication Systems, ICECCS 2016. Prasad, V., Singh, A. K. & Mathew, J. (eds.). Piscataway USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
  2 Citations (Scopus)

• Vein segmentation using shape-based Markov random fields

  Ward, P. G. D., Ferris, N. J., Raniga, P., Ng, A. C. L., Barnes, D. G., Dowe, D. L. & Egan, G. F., 15 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 1133-1136 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
  4 Citations (Scopus)
• 2016

  A dynamic intelligence test framework for evaluating AI agents

  Chmait, N., Li, Y-F., L. Dowe, D. & Green, D., 2016, EGPAI 2016 - Evaluating General Purpose AI 2016. Dimitrakakis, C., Hernandez-Orallo, J., Strannegard, C. & R. Thorisson, K. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

  Open Access

  File

• 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 proceeding › Conference Paper › Research › peer-review
  18 Citations (Scopus)

• Historical account of computer models solving IQ test problems

  Martínez-Plumed, F., Hernandez-Orallo, J., Schmid, U., Siebers, M. & L. Dowe, D., 2016, EGPAI 2016 - Evaluating General Purpose AI 2016. Dimitrakakis, C., Hernandez-Orallo, J., Strannegard, C. & R. Thorisson, K. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

  Open Access

  File
• 2015

  MML inference of finite state automata for probabilistic spam detection

  Saikrishna, V., Dowe, D. L. & Ray, S., 2015, 2015 The Eighth International Conference on Advances in Pattern Recognition (ICAPR 2015). Mohanta, P. P., Das, S. & Suganthan, P. N. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 6 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  4 Citations (Scopus)

• Observation, communication and intelligence in agent-based systems

  Chmait, N., Dowe, D. L., Green, D. G. & Li, Y-F., 2015, Artificial General Intelligence: 8th International Conference, AGI 2015. Bieger, J., Goertzel, B. & Potapov, A. (eds.). Cham Switzerland: Springer, p. 50-59 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  9 Citations (Scopus)
• 2013

  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 proceeding › Conference Paper › Research › peer-review

• Preface

  Dowe, D. L., 2013, 85th Memorial Conference on Algorithmic Probability and Friends: Bayesian Prediction and Artificial Intelligence; Melbourne, VIC; Australia; 30 November 2011 through 2 December 2011;. Springer, 2 p. (Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
• 2012

  The ANYNT project intelligence test Λ_one

  Insa-Cabrera, J., Hernandez-Orallo, J., Dowe, D. L., Espana, S. & Hernandez-Lloreda, M. V., 2012, AISB/IACAP World Congress 2012: Revisiting Turing and his Test: Comprehensiveness, Qualia, and the Real World, Part of Alan Turing Year 2012: 2 - 6 July 2012, Birmingham, United Kingdom. Muller, V. C. & Ayesh, A. (eds.). Hove, UK: Society for the Study of Artificial Intelligence and Simulation of Behaviour, p. 20 - 27 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  5 Citations (Scopus)

• Turing machines and recursive Turing Tests

  Hernandez-Orallo, J., Insa-Cabrera, J., Dowe, D. L. & Hibbard, B., 2012, AISB/ICAP World Congress 2012: Revisiting Turing and his Test: Comprehensiveness, Qualia, and the Real World. Muller, V. C. & Ayesh, A. (eds.). Hove UK: Society for the Study of Artificial Intelligence and Simulation of Behaviour, p. 28 - 33 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  2 Citations (Scopus)

• Turing test with Turing Machines

  Hernandez-Orallo, J., Insa-Cabrera, J., Dowe, D. L. & Hibbard, B., 2012, Turing-100: The Alan Turing Centenary. Voronkov, A. (ed.). Manchester UK: EasyChair, Vol. 10. p. 140 - 156 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2011

  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 proceeding › Conference Paper › Research › peer-review
  30 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 proceeding › Conference Paper › Research › peer-review
  16 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 proceeding › Conference Paper › Research › peer-review
  17 Citations (Scopus)

• On more realistic environment distributions for defining, evaluating and developing intelligence

  Hernandez-Orallo, J., Dowe, D. L., Espana-Cubillo, S., Hernandez-Lloreda, M. V. & Insa-Cabrera, 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. 82 - 91 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  18 Citations (Scopus)
• 2010

  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 proceeding › Conference Paper › Research › peer-review
  3 Citations (Scopus)
• 2009

  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 proceeding › Conference Paper › Research › peer-review

  5 Citations (Scopus)

• Information-theoretic image reconstruction and segmentation from noisy projections

  Visser, G., Dowe, D. L. & Svalbe, I. D., 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. 170 - 179 10 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  3 Citations (Scopus)
• 2008

  Learning a generative model for structural representations

  Torsello, A. & Dowe, D. L., 2008, Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2008). Wobcke, W. & Zhang, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5360. p. 573 - 583 11 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  7 Citations (Scopus)

• Lexical access via phoneme to grapheme conversion

  Fridkin, M., Dowe, D. L. & Musgrave, S., 2008, Proceedings of the Australasian Language Technology Association Workshop 2008. Stokes, N. & Powers, D. (eds.). Sydney NSW Australia: Australasian Language Technology Association, Vol. 3. p. 28 - 36 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Supervised learning of a generative model for edge-weighted graphs

  Torsello, A. & Dowe, D. L., 2008, Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008). Duin, R., Laurendeau, D. & Lovell, B. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 4 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  4 Citations (Scopus)
• 2007

  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 proceeding › Conference Paper › Research › peer-review

  12 Citations (Scopus)

• Minimum message length clustering of spatially-correlated data with varying inter-class penalties

  Visser, G. & Dowe, D. L., 2007, Proceedings of the 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007). Lee, R., Chowdhury, M. U., Ray, S. & Lee, T. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 17 - 22 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  12 Citations (Scopus)

• Tomographic reconstruction of images from noisy projections: A preliminary study

  Dalgleish, A. P., Dowe, D. L. & Svalbe, I. D., 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. 539 - 548 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  1 Citation (Scopus)
• 2006

  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 proceeding › Conference Paper › Research › peer-review
  18 Citations (Scopus)

• MML mixture models of heterogeneous Poisson processes with uniform outliers for bridge deterioration

  Maheswaran, T., Sanjayan, G., Dowe, D. L. & Tan, J. P., 2006, A1 2006: Advances in Artificial Intelligence: Proceedings of the 19th Australian Joint Conference on Artificial Intelligence. Sattar, A. & Kang, B. H. (eds.). Berlin Germany: Springer, p. 322 - 331 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  4 Citations (Scopus)

• Model-based clustering of sequential data

  Molloy, S. B., Albrecht, D. W., Dowe, D. L. & Ting, K. M., 2006, Proceedings of the 5th Annual Hawaii International Conference on Statistics, Mathematics & Related Fields. Leong, D. & Burge, A. (eds.). Honolulu USA: Hawaii International Conferences, p. 1233 - 1254 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2005

  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 proceeding › Conference Paper › Research › peer-review
  5 Citations (Scopus)

• Inferring phylogenetic graphs of natural languages using minimum message length

  Ooi, J. N. & Dowe, D. L., 2005, Proceedings of the 11th Conference of the Spanish Association for Artificial Intelligence. Marin, R., Onaindia, E., Bugarin, A. & Santos, J. (eds.). Santiago de Compostela Spain: CopyNino, Vol. 1. p. 143 - 152 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Stock market simulation and inference technique

  Collie, M. J., Dowe, D. L. & Fitzgibbon, L. J., 2005, Proceedings of the Fifth International Conference on Hybrid Intelligent Systems. Nedjah, N., Mourelle, L. M., Vellasco, M. M. B. R., Abraham, A. & Koppen, M. (eds.). Los Alamitos USA: IEEE, Institute of Electrical and Electronics Engineers, p. 534 - 538 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  7 Citations (Scopus)
• 2004

  Minimum Message Length autoregressive model order selection

  Fitzgibbon, L. J., Dowe, D. L. & Vahid-Araghi, F., 2004, Proceedings of the International Conference on Intelligent Sensing and Information Processing - 2004. Palaniswami, M., Sekhar, C. C., Venayagamoorthy, G. K., Mohan, S. & Ghantasala, M. K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 439 - 444 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  20 Citations (Scopus)

• MML-based compressive models for musical melody

  Bickerstaffe, A. C. & Dowe, D. L., 2004, Proceedings of the Fourth International ICSC Symposium on Engineering of Intelligent Systems - EIS 2004. de Almada Cardoso, A. I. (ed.). Canada: ICSC Academic Press, p. 1 - 6 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• MML inference of oblique decision trees

  Tan, J. P. & Dowe, D. L., 2004, Proceedings of the 17th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2004). Webb, G. I. & Yu, X. (eds.). Berlin Germany: Springer, p. 1082 - 1088 7 p. (Lecture Notes in Computer Science; vol. 3339).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  35 Citations (Scopus)
• 2003

  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 proceeding › Conference Paper › Research › peer-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 proceeding › Conference Paper › Research › peer-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 proceeding › Conference Paper › Research › peer-review

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

  Tan, P. J. & Dowe, D. L., 2003, AI 2003: Advances in Artificial Intelligence: 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003, Proceedings. Gedeon, T. D. & Fung, L. C. C. (eds.). Berlin Germany: Springer, p. 269 - 281 13 p. (Lecture Notes in Computer Science; vol. 2903).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

  20 Citations (Scopus)

• 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: ACTA Press, p. 636 - 642 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Unsupervised learning of correlated multivariate Gaussian mixture models using MML

  Agusta, Y. & Dowe, D. L., 2003, AI 2003: Advances in Artificial Intelligence: 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003, Proceedings. Gedeon, T. D. & Fung, L. C. C. (eds.). Berlin Germany: Springer, p. 477-489 13 p. (Lecture Notes in Artificial Intelligence; vol. 2903).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  17 Citations (Scopus)

• Unsupervised learning of Gamma mixture models using Minimum Message Length

  Agusta, Y. & Dowe, D. L., 2003, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2003). Hamza, M. H. (ed.). Anaheim USA: ACTA Press, p. 457 - 462 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2002

  Change-point estimation using new Minimum Message Length approximations

  Fitzgibbon, L. J., Dowe, D. L. & Allison, L., 2002, PRICAI 2002: Trends in Artificial Intelligence: 7th Pacific Rim International Conference on Artificial Intelligence Tokyo, Japan, August 18-22, 2002 Proceedings. Ishizuka, M. & Sattar, A. (eds.). Berlin Germany: Springer, p. 244-254 11 p. (Lecture Notes in Computer Science; vol. 2417).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  18 Citations (Scopus)

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

  Kornienko, L., Dowe, D. L. & Albrecht, D. W., 2002, AI 2002: Advances in Artificial Intelligence: 15th Australian Joint Conference on Artificial Intelligence Canberra, Australia, December 2-6, 2002 Proceedings. McKay, B. & Slaney, J. (eds.). Berlin Germany: Springer, p. 119-130 12 p. (Lecture Notes in Computer Science; vol. 2557).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  6 Citations (Scopus)