Research Output 1977 2020

2020

Forecasting across time series databases using recurrent neural networks on groups of similar series: a clustering approach

Bandara, K., Bergmeir, C. & Smyl, S., Feb 2020, In : Expert Systems with Applications. 140, 16 p., 112896.

Research output: Contribution to journalArticleResearchpeer-review

2019

A comparison of characteristics and outcomes of patients admitted to the ICU with asthma in Australia and New Zealand and United states

Abdelkarim, H., Durie, M., Bellomo, R., Bergmeir, C., Badawi, O., El-Khawas, K. & Pilcher, D., 31 Jan 2019, (Accepted/In press) In : Journal of Asthma. 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Adaptive online extreme learning machine by regulating forgetting factor by concept drift map

Yu, H. & Webb, G. I., 28 May 2019, In : Neurocomputing. p. 141-153 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Adaptive Semi-supervised Feature Selection for cross-modal retrieval

Yu, E., Sun, J., Li, J., Chang, X., Han, X-H. & Hauptmann, A. G., May 2019, In : IEEE Transactions on Multimedia. 21, 5, p. 1276-1288 13 p.

Research output: Contribution to journalArticleResearchpeer-review

A hybrid missing data imputation method for constructing city mobility indices

Nikfalazar, S., Yeh, C-H., Bedingfield, S. E. & Akbarzadeh Khorshidi, H., 2019, Data Mining - 16th Australasian Conference, AusDM 2018 Bahrurst, NSW, Australia, November 28–30, 2018 Revised Selected Papers. Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C-T. & Islam, Z. (eds.). Singapore Singapore: Springer, p. 135-148 14 p. (Communications in Computer and Information Science; vol. 996).

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

A left-to-right algorithm for likelihood estimation in gamma-poisson factor analysis

Capdevila, J., Cerquides, J., Torres, J., Petitjean, F. & Buntine, W., 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018 Dublin, Ireland, September 10–14, 2018 Proceedings, Part II. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham Switzerland: Springer, p. 638-654 17 p. (Lecture Notes in Computer Science ; vol. 11052 ).

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

Analyzing tumor heterogeneity by incorporating long-range mutational influences and multiple sample data into heterogeneity factorial Hidden Markov model

Rahman, M. S. & Haffari, G., 5 Sep 2019, In : Journal of Computational Biology. 26, 9, p. 985-1002 18 p.

Research output: Contribution to journalArticleResearchpeer-review

An efficient RANSAC hypothesis evaluation using sufficient statistics for RGB-D pose estimation

Senthooran, I., Murshed, M., Barca, J. C., Kamruzzaman, J. & Chung, H., Jun 2019, In : Autonomous Robots. 43, 5, p. 1257-1270 14 p.

Research output: Contribution to journalArticleResearchpeer-review

A network-based analytic approach to uncovering the relationship between social and cognitive presences in communities of inquiry

Rolim, V., Ferreira, R., Lins, R. D. & Gašević, D., Jul 2019, In : Internet and Higher Education. 42, p. 53-65 13 p.

Research output: Contribution to journalArticleResearchpeer-review

An improved method for scheduling aircraft ground handling operations from a global perspective

Padrón, S. & Guimarans, D., 2019, In : Asia-Pacific Journal of Operational Research. 36, 4, 25 p., 1950020.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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An investigation into prediction + optimisation for the knapsack problem

Demirović, E., Stuckey, P. J., Bailey, J., Chan, J., Leckie, C., Ramamohanarao, K. & Guns, T., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 16th International Conference, CPAIOR 2019 Thessaloniki, Greece, June 4–7, 2019 Proceedings. Rousseau, L-M. & Stergiou, K. (eds.). Cham Switzerland: Springer, p. 241-257 17 p. (Lecture Notes in Computer Science; vol. 11494 ).

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

A polynomial-time algorithm for simple undirected graph isomorphism

He, J., Chen, J., Huang, G., Cao, J., Zhang, Z., Zheng, H., Zhang, P., Zarei, R., Sansoto, F., Wang, R., Ji, Y., Fan, W., Xie, Z., Wang, X., Guo, M., Chi, C. H., de Souza, P. A., Zhang, J., Li, Y., Chen, X. & 4 othersShi, Y., Green, D., Kersi, T. & Van Zundert, A., 16 Aug 2019, (Accepted/In press) In : Concurrency and Computation-Practice & Experience. 24 p., e5484.

Research output: Contribution to journalArticleResearchpeer-review

A simheuristic algorithm for the capacitated location routing problem with stochastic demands

Quintero-Araujo, C., Guimarans, D. & Juan, A., 2019. 1 p.

Research output: Contribution to conferenceAbstractOther

Open Access
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A study on online hyper-heuristic learning for swarm robots

Yu, S., Song, A. & Aleti, A., 2019, 2019 IEEE Congress on Evolutionary Computation (CEC) - 2019 Proceedings. Zhang, M. & Chen Tan, K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2721-2728 8 p. 8790164

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

A survey of dynamic parameter setting methods for nature-inspired swarm intelligence algorithms

Phan, H. D., Ellis, K., Barca, J. C. & Dorin, A., 20 May 2019, (Accepted/In press) In : Neural Computing and Applications. 22 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

A systematic review of empirical studies on learning analytics dashboards: a self-regulated learning perspective

Matcha, W., Uzir, N. A., Gašević, D. & Pardo, A., 14 May 2019, (Accepted/In press) In : IEEE Transactions on Learning Technologies. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Automatic alignment of surgical videos using kinematic data

Ismail Fawaz, H., Forestier, G., Weber, J., Petitjean, F., Idoumghar, L. & Muller, P. A., 2019, Artificial Intelligence in Medicine: 17th Conference on Artificial Intelligence in Medicine, AIME 2019 Poznan, Poland, June 26–29, 2019 Proceedings. Riaño, D., Wilk, S. & ten Teije, A. (eds.). Cham Switzerland: Springer, p. 104-113 10 p. (Lecture Notes in Computer Science ; vol. 11526 ).

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

Autonomy, authenticity, authorship and intention in computer generated art

McCormack, J., Gifford, T. & Hutchings, P., 2019, Computational Intelligence in Music, Sound, Art and Design: 8th International Conference, EvoMUSART 2019 Held as Part of EvoStar 2019 Leipzig, Germany, April 24–26, 2019 Proceedings. Ekárt, A., Liapis, A. & Castro Pena, M. L. (eds.). Cham Switzerland: Springer, p. 35-50 16 p. (Lecture Notes in Computer Science ; vol. 11453 ).

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

Binary functions, degeneracy, and alternating dimaps

Farr, G. E., 22 Feb 2019, In : Discrete Mathematics. 342, 5, p. 1510-1519 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Branch-and-cut-and-price for Multi-Agent Pathfinding

Lam, E., Bodic, P. L., Harabor, D. D. & Stuckey, P. J., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 1289-1296 8 p.

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

Open Access
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Closing the gap in surveillance and audit of invasive mold diseases for antifungal stewardship using machine learning

Baggio, D., Peel, T., Peleg, A. Y., Avery, S., Prayaga, M., Foo, M., Haffari, R., Liu, M., Bergmeir, C. & Ananda-Rajah, M., 5 Sep 2019, In : Journal of Clinical Medicine. 8, 9, 13 p., 1390.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Cognate identification to improve phylogenetic trees for Indian languages

Kanojia, D., Bhattacharyya, P., Kulkarni, M. & Haffari, G., 2019, CODS-COMAD 2019 : Proceedings of the 6th ACM IKDD CoDS and 24th COMAD, January 3 - 5, 2019, Kolkata, India. Krishnapuram, R. & Singla, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 297-300 4 p. 150

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

Collective identity changes in far-right online communities: the role of offline intergroup conflict

Bliuc, A-M., Betts, J., Vergani, M., Iqbal, M. & Dunn, K., 3 Mar 2019, (Accepted/In press) In : New Media and Society. 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Colour evolution within orchids depends on whether the pollinator is a bee or a fly

Shrestha, M., Burd, M., Garcia, J. E., Dorin, A. & Dyer, A. G., 2019, In : Plant Biology. 21, 4, p. 745-752 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Comprehensive analysis of discussion forum participation: from speech acts to discussion dynamics and course outcomes

Joksimovic, S., Jovanovic, J., Kovanović, V., Gašević, D., Milikić, N., Zouaq, A. & Van Staalduinen, J. P., 14 May 2019, In : IEEE Transactions on Learning Technologies. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Computational analysis and prediction of lysine malonylation sites by exploiting informative features in an integrative machine-learning framework

Zhang, Y., Xie, R., Wang, J., Leier, A., Marquez-Lago, T. T., Akutsu, T., Webb, G. I., Chou, K-C. & Song, J., 2019, (Accepted/In press) In : Briefings in Bioinformatics. 15 p., bby079.

Research output: Contribution to journalArticleResearchpeer-review

Constraint programming for dynamic symbolic execution of JavaScript

Amadini, R., Andrlon, M., Gange, G., Schachte, P., Søndergaard, H. & Stuckey, P. J., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 16th International Conference, CPAIOR 2019 Thessaloniki, Greece, June 4–7, 2019 Proceedings. Rousseau, L-M. & Stergiou, K. (eds.). Cham Switzerland: Springer, p. 1-19 19 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cooperation with bottom-up reputation dynamics

Xu, J., Garcia Gallego, J. & Handfield, T., 2019, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. Agmon, N. & E. Taylor, M. (eds.). Richland SC USA: International Foundation for Autonomous Agents and Multiagent Systems, p. 269-276 8 p.

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

Coordinated transit signal priority model considering stochastic bus arrival time

Truong, L. T., Currie, G., Wallace, M., De Gruyter, C. & An, K., Apr 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 4, p. 1269-1277 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Core-boosted linear search for incomplete MaxSAT

Berg, J., Demirović, E. & Stuckey, P. J., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: and Operations Research 16th International Conference, CPAIOR 2019 Thessaloniki, Greece, June 4–7, 2019 Proceedings. Rousseau, L-M. & Stergiou, K. (eds.). Cham Switzerland: Springer, p. 39-56 18 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cross-modal transfer hashing based on coherent projection

Yu, E., Sun, J., Wang, L., Chang, X., Zhang, H. & Hauptmann, A. G., 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. Mrak, M., Wu, J., Wang, H., Zimmermann, R., Li, Z. & Zhang, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 477-482 6 p. 8794952

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

Cutting the size of Compressed Path Databases with wildcards and redundant symbols

Chiari, M., Zhao, S., Botea, A., Gerevini, A., Harabor, D., Saetti, A., Salvetti, M. & Stuckey, P. J., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 106-113 8 p.

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

Open Access
File

Dealing with the “Fake News” Problem: Submission to the Joint Standing Committee on Electoral Matters

Kopp, C., Korb, K. B. & Mills, B., 8 Feb 2019, 17 p. Parliament House, Canberra : Parliament of Australia.

Research output: Other contributionOther

Detecting suicidal ideation with data protection in online communities

Ji, S., Long, G., Pan, S., Zhu, T., Jiang, J. & Wang, S., 2019, Database Systems for Advanced Applications : DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA Chiang Mai, Thailand, April 22–25, 2019 Proceedings. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Cham Switzerland: Springer, p. 225-229 5 p. (Lecture Notes in Computer Science; vol. 11448 ).

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

Development of a simple numerical model for trabecular bone structures

Peña-Solórzano, C. A., Albrecht, D. W., Paganin, D. M., Harris, P. C., Hall, C. J., Bassed, R. B. & Dimmock, M. R., 2019, In : Medical Physics. 11 p., 1766.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Discrete multi-graph clustering

Luo, M., Yan, C., Zheng, Q., Chang, X., Chen, L. & Nie, F., Sep 2019, In : IEEE Transactions on Image Processing. 28, 9, p. 4701-4712 12 p., 8703424.

Research output: Contribution to journalArticleResearchpeer-review

Disjoint splitting for conflict-based search for Multi-Agent Path Finding

Li, J., Harabor, D., Stuckey, P. J., Felner, A., Ma, H. & Koenig, S., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 279-283 5 p.

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

Open Access
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Early identification of undesirable outcomes for transport accident injured patients using semi-supervised clustering

Khorshidi, H. A., Haffari, G., Aickelin, U. & Hassani-Mahmooei, B., 8 Aug 2019, Digital Health: Changing the Way Healthcare is Conceptualised and Delivered: Selected Papers from the 27th Australian National Health Informatics Conference (HIC 2019). Cummings, E., Merolli, M. & Schaper, L. K. (eds.). Amsterdam Netherlands: IOS Press, p. 1-6 6 p. (Studies in Health Technology and Informatics; vol. 266).

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

Open Access
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Elastic bands across the path: a new framework and method to lower bound DTW

Tan, C. W., Petitjean, F. & Webb, G. I., 2019, Proceedings of the 2019 SIAM International Conference on Data Mining. Berger-Wolf, T. & Chawla, N. (eds.). Philadelphia PA USA: Society for Industrial & Applied Mathematics (SIAM), p. 522-530 9 p.

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

Energy-water nexus: renewable-integrated hybridized desalination systems

Rabiee, H., Khalilpour, K., Betts, J. M. & Tapper, N. J., 2019, Polygeneration with Polystorage : For Chemical and Energy Hubs. Rajab Khalilpour, K. (ed.). London UK: Elsevier, p. 409-458 50 p.

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

Evolution of coordinated punishment to enforce cooperation from an unbiased strategy space

García, J. & Traulsen, A., 3 Jul 2019, In : Journal of the Royal Society Interface. 16, 156, 20190127.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Exploiting combination effect for unsupervised feature selection by ϑ2,0 norm

Du, X., Nie, F., Wang, W., Yang, Y. & Zhou, X., Jan 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 1, p. 201-214 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Fluorescent pan traps affect the capture rate of insect orders in different ways

Shrestha, M., Garcia, J. E., Chua, J. H. J., Howard, S. R., Tscheulin, T., Dorin, A., Nielsen, A. & Dyer, A. G., 1 Feb 2019, In : Insects. 10, 2, 12 p., 40.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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GoGP: scalable geometric-based Gaussian process for online regression

Le, T., Nguyen, K., Nguyen, V., Nguyen, T. D. & Phung, D., 20 Jul 2019, In : Knowledge and Information Systems. p. 197-226 30 p.

Research output: Contribution to journalArticleResearchpeer-review

Guest editorial: Image/video understanding and analysis

Chang, X., Liang, X., Yan, Y. & Nie, L., 3 Jul 2019, (Accepted/In press) In : Pattern Recognition Letters. 3 p.

Research output: Contribution to journalArticleOtherpeer-review

Identify topic relations in scientific literature using topic modeling

Chen, H., Wang, X., Pan, S. & Xiong, F., 9 Apr 2019, (Accepted/In press) In : IEEE Transactions on Engineering Management. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Improving the combination of JPS and Geometric Containers

Hu, Y., Harabor, D., Qin, L., Yin, Q. & Hu, C., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 209-213 5 p.

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

Open Access
File

Improving what cross-modal retrieval models learn through object-oriented inter- and intra-modal attention networks

Huang, P-Y., Vaibhav, Chang, X. & Hauptmann, A. G., 2019, ICMR’19 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval: June 10–13, 2019, Ottawa, ON, Canada. Candan, K. S., Bertini, M., Xie, L. & Wei, X-Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 244-252 9 p.

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

In a silent way: communication between AI and improvising musicians beyond sound

McCormack, J., Teresa Llano Rodriguez, M., Gifford, T., Yee-King, M., Hutchings, P. & D’Inverno, M., 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems: May 4–9, 2019 Glasgow, Scotland UK. New York NY USA: Association for Computing Machinery (ACM), 11 p. 38

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