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Research Output 1996 2018

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Conference Paper
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 proceedingConference PaperResearchpeer-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 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
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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. 7893212

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

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. 7950716

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

2016

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

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

2012

The ANYNT project intelligence test Λone

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-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 proceedingConference PaperResearchpeer-review

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

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

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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.

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

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.

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

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 proceedingConference PaperResearchpeer-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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 Computer Society, p. 17 - 22 6 p.

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

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-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 Computer Society, p. 534 - 538 5 p.

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

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 proceedingConference PaperResearchpeer-review

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 proceedingConference PaperResearchpeer-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-Verlag London Ltd., Vol. 3339. p. 1082 - 1088 7 p.

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

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 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

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

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

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 proceedingConference PaperResearchpeer-review

2002

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

1999

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

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

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

1997

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

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

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