Research Output 1965 2020

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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

Understanding and improving ontology reasoning efficiency through learning and ranking

Kang, Y-B., Krishnaswamy, S., Sawangphol, W., Gao, L. & Li, Y-F., 1 Jan 2020, In : Information Systems. 87, 17 p., 101412.

Research output: Contribution to journalArticleResearchpeer-review

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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

A controlled experiment on time pressure and confirmation bias in functional software testing

Salman, I., Turhan, B. & Vegas, S., Aug 2019, In : Empirical Software Engineering. 24, 4, p. 1727-1761 35 p.

Research output: Contribution to journalArticleResearchpeer-review

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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

Advancing scholarly publishing through open access biomedical repositories: a knowledge management perspective

Kruesi, L., Tanner, K. & Burstein, F., 8 May 2019, (Accepted/In press) In : IFLA Journal. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

A generic construction of tightly secure signatures in the multi-user setting

Zhang, X., Liu, S., Gu, D. & Liu, J. K., 5 Jul 2019, In : Theoretical Computer Science. 775, p. 32-52 21 p.

Research output: Contribution to journalArticleResearchpeer-review

A large scale study of long-time contributor prediction for GitHub projects

Bao, L., Xia, X., Lo, D. & Murphy, G. C., 23 May 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 22 p.

Research output: Contribution to journalArticleResearchpeer-review

A manifesto for future generation cloud computing: research directions for the next decade

Buyya, R., Srirama, S. N., Casale, G., Calheiros, R., Simmhan, Y., Varghese, B., Gelenbe, E., Javadi, B., Vaquero, L. M., Netto, M. A. S., Toosi, A. N., Rodriguez, M. A., Llorente, I. M., De Capitani Di Vimercati, S., Samarati, P., Milojicic, D., Varela, C., Bahsoon, R., Dias De Assuncao, M., Rana, O. & 5 others, Zhou, W., Jin, H., Gentzsch, W., Zomaya, A. Y. & Shen, H., Jan 2019, In : ACM Computing Surveys. 51, 5, 38 p., 105.

Research output: Contribution to journalArticleResearchpeer-review

A multi-objective extended input–output model for a regional economy

Rojas Sánchez, D., Hoadley, A. F. A. & Khalilpour, K. R., 1 Oct 2019, In : Sustainable Production and Consumption. 20, p. 15-28 14 p.

Research output: Contribution to journalArticleResearchpeer-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

ANCHOR: logically centralized security for software-defined networks

Kreutz, D., Yu, J., Ramos, F. M. V. & Esteves-Verissimo, P., Feb 2019, In : ACM Transactions on Privacy and Security. 22, 2, 36 p., 8.

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

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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 others, Shi, 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 Psychophysiological and Behavioural Study of Slot Machine Near-Misses Using Immersive Virtual Reality

Detez, L., Greenwood, L. M., Segrave, R., Wilson, E., Chandler, T., Ries, T., Stevenson, M., Lee, R. S. C. & Yücel, M., 1 Sep 2019, In : Journal of Gambling Studies. 35, 3, p. 929-944 16 p.

Research output: Contribution to journalArticleResearchpeer-review

A static analysis of android source code for lifecycle development usage patterns

Hoshieah, N., Zein, S., Salleh, N. & Grundy, J., 2019, In : Journal of Computer Science. 15, 1, p. 92-107 16 p.

Research output: Contribution to journalArticleResearchpeer-review

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A study of the effects of narration on comprehension and memorability of visualisations

Obie, H. O., Chua, C., Avazpour, I., Abdelrazek, M., Grundy, J. & Bednarz, T., Jun 2019, In : Journal of Computer Languages. 52, p. 113-124 12 p.

Research output: Contribution to journalArticleResearchpeer-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

A twofold group key agreement protocol for NoC-based MPSoCs

Sharma, G., Kuchta, V., Anand Sahu, R., Ellinidou, S., Bala, S., Markowitch, O. & Dricot, J-M., Jun 2019, In : Transactions on Emerging Telecommunications Technologies. 30, 6, 18 p., e3633.

Research output: Contribution to journalArticleResearchpeer-review

A two-phase transfer learning model for cross-project defect prediction

Liu, C., Yang, D., Xia, X., Yan, M. & Zhang, X., Mar 2019, In : Information and Software Technology. 107, p. 125-136 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Automated placement of supplementary contour lines

Samsonov, T., Koshel, S., Walther, D. & Jenny, B., 9 May 2019, In : International Journal of Geographical Information Science. 33, 10, p. 2072-2093 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Automated testing of Android apps: a systematic literature review

Kong, P., Li, L., Gao, J., Liu, K., Bissyande, T. F. & Klein, J., Mar 2019, In : IEEE Transactions on Reliability. 68, 1, p. 45-66 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Automatic, highly accurate app permission recommendation

Liu, Z., Xia, X., Lo, D. & Grundy, J., Jun 2019, In : Automated Software Engineering. 26, 2, p. 241-274 34 p.

Research output: Contribution to journalArticleResearchpeer-review

Automatic feature learning for predicting vulnerable software components

Dam, H. K., Tran, T., Pham, T. T. M., Ng, S. W., Grundy, J. & Ghose, A., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Automating change-level self-admitted technical debt determination

Yan, M., Xia, X., Shihab, E., Lo, D., Yin, J. & Yang, X., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Automating intention mining

Huang, Q., Xia, X., Lo, D. & Murphy, G. C., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Bastion3: A two-layer ensemble predictor of type III secreted effectors

Wang, J., Li, J., Yang, B., Xie, R., Marquez-Lago, T. T., Leier, A., Hayashida, M., Akutsu, T., Zhang, Y., Chou, K-C., Selkrig, J., Zhou, T., Song, J. & Lithgow, T., 1 Jun 2019, In : Bioinformatics. 35, 12, p. 2017-2028 12 p., bty914.

Research output: Contribution to journalArticleResearchpeer-review

Behavioral economics for decision support systems researchers

Arnott, D. & Gao, S., Jul 2019, In : Decision Support Systems. 122, 12 p., 113063.

Research output: Contribution to journalArticleResearchpeer-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

Building a dynamic searchable encrypted medical database for multi-client

Xu, L., Xu, C., Liu, J. K., Zuo, C. & Zhang, P., 19 May 2019, In : Information Sciences. 28 p.

Research output: Contribution to journalArticleResearchpeer-review

Characterization of the ERG-regulated Kinome in Prostate Cancer Identifies TNIK as a Potential Therapeutic Target

Lee, R. S., Zhang, L., Berger, A., Lawrence, M. G., Song, J., Niranjan, B., Davies, R. G., Lister, N. L., Sandhu, S. K., Rubin, M. A., Risbridger, G. P., Taylor, R. A., Rickman, D. S., Horvath, L. G. & Daly, R. J., 1 Apr 2019, In : Neoplasia. 21, 4, p. 389-400 12 p.

Research output: Contribution to journalArticleResearchpeer-review

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Characterization of the Src-regulated kinome identifies SGK1 as a key mediator of Src-induced transformation

Ma, X., Zhang, L., Song, J., Nguyen, E., Lee, R. S., Rodgers, S. J., Li, F., Huang, C., Schittenhelm, R. B., Chan, H., Chheang, C., Wu, J., Brown, K. K., Mitchell, C. A., Simpson, K. J. & Daly, R. J., 17 Jan 2019, In : Nature Communications. 10, 1, 16 p., 296.

Research output: Contribution to journalArticleResearchpeer-review

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Characterizing and identifying reverted commits

Yan, M., Xia, X., Lo, D., Hassan, A. E. & Li, S., 2 Mar 2019, (Accepted/In press) In : Empirical Software Engineering. 38 p.

Research output: Contribution to journalArticleResearchpeer-review

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

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Cognitive biases in software engineering: a systematic mapping study

Mohanani, R., Salman, I., Turhan, B., Rodriguez, P. & Ralph, P., 1 Jan 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 20 p.

Research output: Contribution to journalArticleResearchpeer-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

Colour preferences of Tetragonula carbonaria Sm. stingless bees for colour morphs of the Australian native orchid Caladenia carnea

Dyer, A. G., Boyd-Gerny, S., Shrestha, M., Garcia, J. E., van der Kooi, C. J. & Wong, B. B. M., Jun 2019, In : Journal of Comparative Physiology A: Neuroethology, Sensory, Neural, and Behavioral Physiology. 205, 3, p. 347-361 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Complexity leadership in learning analytics: drivers, challenges and opportunities

Tsai, Y. S., Poquet, O., Gašević, D., Dawson, S. & Pardo, A., 16 Jul 2019, (Accepted/In press) In : British Journal of Educational Technology. 16 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

Concrete crack detection with handwriting script interferences using faster region-based convolutional neural network

Deng, J., Lu, Y. & Lee, V. C. S., 10 Sep 2019, (Accepted/In press) In : Computer-Aided Civil and Infrastructure Engineering. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Context Definition and Query Language: conceptual specification, implementation, and evaluation

Hassani, A., Medvedev, A., Haghighi, P. D., Ling, S., Zaslavsky, A. & Jayaraman, P. P., 26 Mar 2019, In : Sensors. 19, 6, 1478.

Research output: Contribution to journalArticleResearchpeer-review

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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

C-tree: efficient cell-based indexing of indoor mobile objects

Alamri, S., Taniar, D., Nguyen, K. & Alamri, A., 17 Jul 2019, (Accepted/In press) In : Journal of Ambient Intelligence and Humanized Computing. 17 p.

Research output: Contribution to journalArticleResearchpeer-review

DAG: a general model for privacy-preserving data mining

Teo, S. G., Cao, J. & Lee, C. S., 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Dating with Scambots: understanding the ecosystem of fraudulent dating applications

Hu, Y., Wang, H., Zhou, Y., Guo, Y., Li, L., Luo, B. & Xu, F., 2019, (Accepted/In press) In : IEEE Transactions on Dependable and Secure Computing. 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access