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2020

A comparative study of data-dependent approaches without learning in measuring similarities of data objects

Aryal, S., Ting, K. M., Washio, T. & Haffari, G., 2020, In : Data Mining and Knowledge Discovery. 34, 1, p. 124-162 39 p.

Research output: Contribution to journalArticleResearchpeer-review

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., 2 Apr 2020, In : Journal of Asthma. 57, 4, p. 398-404 7 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

A computational model of task allocation in social insects: ecology and interactions alone can drive specialisation

Chen, R., Meyer, B. & Garcia, J., 22 Feb 2020, (Accepted/In press) In : Swarm Intelligence. 28 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

A framework towards data analytics on host–pathogen protein–protein interactions

Chen, H., Shen, J., Wang, L. & Song, J., 20 Jan 2020, (Accepted/In press) In : Journal of Ambient Intelligence and Humanized Computing. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Analytics of time management strategies in a flipped classroom

Ahmad Uzir, N., Gašević, D., Matcha, W., Jovanović, J. & Pardo, A., 2020, In : Journal of Computer Assisted Learning. 36, 1, p. 70-88 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Assessing the validity of a learning analytics expectation instrument: a multinational study

Whitelock-Wainwright, A., Gašević, D., Tsai, Y. S., Drachsler, H., Scheffel, M., Muñoz-Merino, P. J., Tammets, K. & Delgado Kloos, C., 2020, (Accepted/In press) In : Journal of Computer Assisted Learning. 32 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Barapa Country through Barapa eyes: cultural mapping of Gunbower Island, Australia

McConachie, F., Jenny, B., Reinke, K. & Arrowsmith, C., 2020, In : Journal of Maps. 16, 1, p. 13-20 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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CDA: characterising deprecated Android APIs

Li, L., Gao, J., Bissyandé, T. F., Ma, L., Xia, X. & Klein, J., 11 Jan 2020, (Accepted/In press) In : Empirical Software Engineering. 41 p.

Research output: Contribution to journalArticleResearchpeer-review

Clustering social audiences in business information networks

Zheng, Y., Hu, R., Fung, S., Yu, C., Long, G., Guo, T. & Pan, S., Apr 2020, In : Pattern Recognition. 100, 12 p., 107126.

Research output: Contribution to journalArticleResearchpeer-review

Cluster query: a new query pattern on temporal knowledge graph

Huang, J., Chen, W., Liu, A., Wang, W., Yin, H. & Zhao, L., 13 Feb 2020, In : World Wide Web. 23, 2, p. 755-779 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Comparative analysis and prediction of quorum-sensing peptides using feature representation learning and machine learning algorithms

Wei, L., Hu, J., Li, F., Song, J., Su, R. & Zou, Q., Jan 2020, In : Briefings in Bioinformatics. 21, 1, p. 106-119 14 p., bby107.

Research output: Contribution to journalArticleResearchpeer-review

Complexity of the multicut problem, in its vanilla, partial and generalized versions, in graphs of bounded treewidth

Bentz, C. & Le Bodic, P., 24 Feb 2020, In : Theoretical Computer Science. 809, p. 239-249 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Computer vision-enhanced selection of geo-tagged photos on social network sites for land cover classification

ElQadi, M. M., Lesiv, M., Dyer, A. G. & Dorin, A., Jun 2020, In : Environmental Modelling and Software. 128, 104696.

Research output: Contribution to journalArticleResearchpeer-review

DAG: a general model for privacy-preserving data mining

Teo, S. G., Cao, J. & C.S. Lee, V., 1 Jan 2020, In : IEEE Transactions on Knowledge and Data Engineering. 32, 1, p. 40-53 14 p.

Research output: Contribution to journalArticleResearchpeer-review

DeepCleave: a deep learning predictor for caspase and matrix metalloprotease substrates and cleavage sites

Li, F., Chen, J., Leier, A., Marquez-Lago, T., Liu, Q., Wang, Y., Revote, J., Smith, A. I., Akutsu, T., Webb, G. I., Kurgan, L. & Song, J., 15 Feb 2020, In : Bioinformatics. 36, 4, p. 1057-1065 9 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Deep top-k ranking for image-sentence matching

Zhang, L., Luo, M., Liu, J., Chang, X., Yang, Y. & Hauptmann, A. G., Mar 2020, In : IEEE Transactions on Multimedia. 22, 3, p. 775-785 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Design considerations for real-time collaboration with creative artificial intelligence

McCormack, J., Hutchings, P., Gifford, T., Yee-King, M., Llano, M. T. & D'Inverno, M., Apr 2020, In : Organised Sound. 25, 1, p. 41-52 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Designing translucent learning analytics with teachers: an elicitation process

Martinez-Maldonado, R., Elliott, D., Axisa, C., Power, T., Echeverria, V. & Buckingham Shum, S., 19 Jan 2020, (Accepted/In press) In : Interactive Learning Environments. 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Direction-based spatial skyline for retrieving surrounding objects

Shen, B., Islam, M. S., Taniar, D. & Wang, J., 2020, In : World Wide Web. 23, 1, p. 207-239 33 p.

Research output: Contribution to journalArticleResearchpeer-review

Diurnal variation in freshwater ecoacoustics: implications for site-level sampling design

Linke, S., Decker, E., Gifford, T. & Desjonquères, C., Jan 2020, In : Freshwater Biology. 65, 1, p. 86-95 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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7 Citations (Scopus)

Documentation in a community informatics project: the creation and sharing of information by women in Bangladesh

Frings-Hessami, V., Sarker, A., Oliver, G. & Anwar, M., 2020, In : Journal of Documentation. 76, 2, p. 552-570 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic skin wearable sensors for detecting lumbar–pelvic movements

Zhang, Y., Haghighi, P. D., Burstein, F., Yap, L. W., Cheng, W., Yao, L. & Cicuttini, F., 9 Mar 2020, In : Sensors. 20, 5, p. 1 28 p., 1510.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Elicitation study investigating hand and foot gesture interaction for immersive maps in augmented reality

Austin, C. R., Ens, B., Satriadi, K. A. & Jenny, B., 1 Jan 2020, (Accepted/In press) In : Cartography and Geographic Information Science. 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Enabling encrypted Boolean queries in geographically distributed databases

Yuan, X., Yuan, X., Zhang, Y., Li, B. & Wang, C., 1 Mar 2020, In : IEEE Transactions on Parallel and Distributed Systems. 31, 3, p. 634-646 13 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG

Reuben, C., Karoly, P., Freestone, D. R., Temko, A., Barachant, A., Li, F., Titericz Jr., G., Lang, B. W., Lavery, D., Roman, K., Broadhead, D., Jones, G., Tang, Q., Ivanenko, I., Panichev, O., Proix, T., Náhlík, M., Grunberg, D. B., Grayden, D. B., Cook, M. J. & 1 others, Kuhlmann, L., Feb 2020, In : Epilepsia. 61, 2, p. 7-12 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Evaluating urban land use efficiency with interacting criteria: an empirical study of cities in Jiangsu China

Zhang, L., Zhang, L., Xu, Y., Zhou, P. & Yeh, C. H., 2020, In : Land Use Policy. 90, 11 p., 104292.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Examining virtual reality navigation techniques for 3D network visualisations

Drogemuller, A., Cunningham, A., Walsh, J., Thomas, B. H., Cordeil, M. & Ross, W., Feb 2020, In : Journal of Computer Languages. 56, 13 p., 100937.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Exploring student information problem solving behaviour using fine-grained concept map and search tool data

Whitelock-Wainwright, A., Laan, N., Wen, D. & Gašević, D., Feb 2020, In : Computers and Education. 145, 18 p., 103731.

Research output: Contribution to journalArticleResearchpeer-review

FACCT: FAst, compact, and constant-time discrete Gaussian sampler over Integers

Zhao, R. K., Steinfeld, R. & Sakzad, A., 1 Jan 2020, In : IEEE Transactions on Computers. 69, 1, p. 126-137 12 p., 8834816.

Research output: Contribution to journalArticleResearchpeer-review

FastEE: fast Ensembles of Elastic Distances for time series classification

Tan, C. W., Petitjean, F. & Webb, G. I., Jan 2020, In : Data Mining and Knowledge Discovery. 34, 1, p. 231-272 42 p.

Research output: Contribution to journalArticleResearchpeer-review

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

2 Citations (Scopus)

Healthcare 4.0: a review of frontiers in digital health

Jayaraman, P. P., Forkan, A. R. M., Morshed, A., Haghighi, P. D. & Kang, Y-B., Mar 2020, In : WIREs Data Mining and Knowledge Discovery. 10, 2, 23 p., e1350.

Research output: Contribution to journalArticleResearchpeer-review

How usability defects defer from non-usability defects? a case study on open source projects

Yusop, N. S. M., Grundy, J., Schneider, J-G. & Vasa, R., 2020, In : International Journal on Advanced Science, Engineering and Information Technology. 10, 1, p. 98-105 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Inspector: a lysine succinylation predictor based on edited nearest-neighbor undersampling and adaptive synthetic oversampling

Zhu, Y., Jia, C., Li, F. & Song, J., 15 Mar 2020, In : Analytical Biochemistry. 593, 10 p., 113592.

Research output: Contribution to journalArticleResearchpeer-review

Just-In-Time Defect identification and localization: a two-phase framework

Yan, M., Xia, X., Fan, Y., Hassan, A. E., Lo, D. & Li, S., 6 Mar 2020, (Accepted/In press) In : IEEE Transactions on Software Engineering. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Logistics optimization for a coal supply chain

Belov, G., Boland, N. L., Savelsbergh, M. W. P. & Stuckey, P. J., 14 Jan 2020, (Accepted/In press) In : Journal of Heuristics. 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Multi-player games with LDL goals over finite traces

Gutierrez, J., Perelli, G. & Wooldridge, M., 26 Mar 2020, (Accepted/In press) In : Information and Computation. 104555.

Research output: Contribution to journalArticleResearchpeer-review

Multi-view feature selection via Nonnegative Structured Graph Learning

Bai, X., Zhu, L., Liang, C., Li, J., Nie, X. & Chang, X., 14 Jan 2020, (Accepted/In press) In : Neurocomputing. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

OntoPlot: a novel visualisation for non-hierarchical associations in large ontologies

Yang, Y., Wybrow, M., Li, Y. F., Czauderna, T. & He, Y., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1140-1150 11 p., 8809833.

Research output: Contribution to journalArticleResearchpeer-review

Pair-based uncertainty and diversity promoting early active learning for Person Re-identification

Liu, W., Chang, X., Chen, L., Phung, D., Zhang, X., Yang, Y. & Hauptmann, A. G., Jan 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 2, 15 p., 21.

Research output: Contribution to journalArticleResearchpeer-review

PCA-based drift and shift quantification framework for multidimensional data

Goldenberg, I. & Webb, G. I., 6 Feb 2020, (Accepted/In press) In : Knowledge and Information Systems. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Predicting epileptic seizures using nonnegative matrix factorization

Stojanović, O., Kuhlmann, L. & Pipa, G., 5 Feb 2020, In : PLoS ONE. 15, 2, 13 p., e0228025.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Progressive 24-hour recall: usability study of short retention intervals in Web-based dietary assessment surveys

Osadchiy, T., Poliakov, I., Olivier, P., Rowland, M. & Foster, E., Feb 2020, In : Journal of Medical Internet Research. 22, 2, 12 p., e13266.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Pursuing pleasance: interrogating energy-intensive visions for the smart home

Strengers, Y., Hazas, M., Nicholls, L., Kjeldskov, J. & Skov, M. B., Apr 2020, In : International Journal of Human-Computer Studies. 136, 14 p., 102379.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Risk-based performance evaluation of improvement strategies for sustainable e-waste management

Xu, Y., Yeh, C-H., Yang, S. & Gupta, B., Apr 2020, In : Resources, Conservation and Recycling. 155, 10 p., 104664.

Research output: Contribution to journalArticleResearchpeer-review

Robust optimal graph clustering

Wang, F., Zhu, L., Liang, C., Li, J., Chang, X. & Lu, K., 22 Feb 2020, In : Neurocomputing. 378, p. 153-165 13 p.

Research output: Contribution to journalArticleResearchpeer-review

SGPM: a privacy protected approach of time-constrained graph pattern matching in cloud

Huang, J., Chen, W., Li, Z., Zhao, P., Wang, W., Yin, H. & Zhao, L., 3 Feb 2020, (Accepted/In press) In : World Wide Web-Internet and Web Information Systems. 29 p.

Research output: Contribution to journalArticleResearchpeer-review

Technical assessment of small-scale wind power for residential use in Mexico: a Bayesian intelligence approach

Borunda, M., de la Cruz, J., Garduno-Ramirez, R. & Nicholson, A., 12 Mar 2020, In : PLoS ONE. 15, 3, 26 p., e0230122.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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There is no spoon: evaluating performance, space use, and presence with expert domain users in immersive analytics

Batch, A., Cunningham, A., Cordeil, M., Elmqvist, N., Dwyer, T., Thomas, B. H. & Marriott, K., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 536-546 11 p.

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

Open Access
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