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Research Output 1989 2019

2019

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

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

Simulating exploration versus exploitation in agent foraging under different environment uncertainties

Chmait, N., Dowe, D. L., Green, D. G. & Li, Y. F., 2019, In : Behavioral and Brain Sciences. 42, p. 18-20 3 p., e39.

Research output: Contribution to journalArticleOtherpeer-review

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

Combining images and anatomical knowledge to improve automated vein segmentation in MRI

Ward, P. G. D., Ferris, N. J., Raniga, P., Dowe, D. L., Ng, A. C. L., Barnes, D. G. & Egan, G. F., 2018, In : NeuroImage. 165, p. 294-605 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2017

A new AI evaluation cosmos: Ready to play the game?

Hernández-Orallo, J., Baroni, M., Bieger, J., Chmait, N., Dowe, D. L., Hofmann, K., Martínez-Plumed, F., Strannegård, C. & Thórissons, K. R., 1 Sep 2017, In : AI Magazine. 38, 3, p. 66-69 4 p.

Research output: Contribution to journalArticleOtherpeer-review

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
File

Improved quantification of cerebral vein oxygenation using partial volume correction

Ward, P. G. D., Fan, A. P., Raniga, P., Barnes, D. G., Dowe, D. L., Ng, A. C. L. & Egan, G. F., 27 Feb 2017, In : Frontiers in Neuroscience. 11, 12 p., 89.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Regional variations in cerebral venous contrast using susceptibility-based MRI

Ward, P. G. D., Ferris, N. J., Raniga, P., Ng, A. C. L., Dowe, D. L., Barnes, D. G. & Egan, G. F., 2017.

Research output: Contribution to conferenceAbstractOther

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

The IMP game: Learnability, approximability and adversarial learning beyond Σ1

Brand, M. & Dowe, D. L., 1 Oct 2017, In : Journal of Logic and Computation. 27, 7, p. 2171-2192 22 p.

Research output: Contribution to journalArticleResearchpeer-review

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

Computer models solving intelligence test problems: Progress and implications

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

Research output: Contribution to journalArticleResearchpeer-review

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

Mapping venous metrics in a large cohort of healthy elderly individuals

Ward, P. G. D., Raniga, P., Ferris, N. J., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2016.

Research output: Contribution to conferenceAbstractOther

Partial volume correction of quantitative susceptibility maps for oxygen extraction fraction measurements

Ward, P., Fan, A. P., Raniga, P., Barnes, D. G., Dowe, D. L. & Egan, G. F., 2016. 4 p.

Research output: Contribution to conferenceAbstractOther

Venous metrics in a large cohort of healthy elderly individuals from susceptibility-weighted images and quantitative susceptibility maps

Ward, P. G. D., Raniga, P., Ferris, N. J., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2016. 3 p.

Research output: Contribution to conferenceAbstractOther

2015

Consistency of commonly applied vessel segmentation methods for magnetic resonance venography

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

Research output: Contribution to conferenceAbstractOther

Enabling non-invasive vein imaging

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

Research output: Contribution to conferencePosterOther

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

Venous segmentation using Gaussian mixture models and Markov random fields

Ward, P. G. D., Ferris, N. J., Ng, A. C. L., Barnes, D. G., Dowe, D. L., Egan, G. F. & Raniga, P., 2015, p. 3759. 1 p.

Research output: Contribution to conferenceAbstractOtherpeer-review

2014

Contrast enhancement for magnetic resonance venography

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

Research output: Contribution to conferencePosterOther

How universal can an intelligence test be?

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

Research output: Contribution to journalArticleResearchpeer-review

Two decades of Web application testing: A survey of recent advances

Li, Y-F., Das, P. K. & Dowe, D. L., 2014, In : Information Systems. 43, p. 20-54 35 p.

Research output: Contribution to journalArticleResearchpeer-review

Universal psychometrics: Measuring cognitive abilities in the machine kingdom

Hernandez-Orallo, J., Dowe, D. L. & Hernandez-Lloreda, M. V., 2014, In : Cognitive Systems Research. 27, p. 50 - 74 25 p.

Research output: Contribution to journalArticleResearchpeer-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

Developing machine intelligence within P2P networks using a distributed associative memory

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

Research output: Contribution to conferenceOtherOther

Introduction to Ray Solomonoff 85th Memorial Conference

Dowe, D. L., 2013, p. 1 - 36. 36 p.

Research output: Contribution to conferenceOtherOther

On potential cognitive abilities in the machine kingdom

Hernandez-Orallo, J. & Dowe, D. L., 2013, In : Minds and Machines. 23, 2, p. 179 - 210 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Optimization of phase processing for magnetic resonance venography

Ward, P., Raniga, P., Ng, A. C. L., Dowe, D. L., Egan, G. F. & Barnes, D. G., 2013.

Research output: Contribution to conferencePosterOther

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 proceedingConference PaperOtherpeer-review

2012

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

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

Research output: Contribution to journalArticleResearchpeer-review

Open Access

IQ tests are not for machines, yet

Dowe, D. L. & Hernandez-Orallo, J., 2012, In : Intelligence. 40, 2, p. 77 - 81 5 p.

Research output: Contribution to journalArticleResearchpeer-review

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

Universality probability of a prefix-free machine

Barmpalias, G. & Dowe, D. L., 2012, In : Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 370, 1975, p. 3488 - 3511 24 p.

Research output: Contribution to journalArticleResearchpeer-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

MML, Hybrid Bayesian network graphical models, statistical consistency, invariance and uniqueness

Dowe, D. L., 2011, Philosophy of Statistics. Bandyopadhyay, P. S. & Forster, M. R. (eds.). 1 ed. Amsterdam Netherlands: Elsevier, p. 901 - 982 82 p.

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

Probabilistic and Gaussian football tipping

Dowe, D. L., 2011, In : Vinculum. 48, 2, p. 10 - 12 3 p.

Research output: Contribution to journalArticleOther

2010

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

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

Research output: Contribution to journalArticleResearchpeer-review

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

Kinship, optimality, and typology

Musgrave, S. & Dowe, D., 2010, In : Behavioral and Brain Sciences. 33, 5, p. 397 - 398 2 p.

Research output: Contribution to journalArticleResearchpeer-review

Measuring universal intelligence: Towards an anytime intelligence test

Hernandez-Orallo, J. & Dowe, D. L., 2010, In : Artificial Intelligence. 174, 18, p. 1508 - 1539 32 p.

Research output: Contribution to journalArticleResearchpeer-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