Research Output

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, In : Swarm Intelligence. 14, 2, p. 143–170 28 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Adapting and enhancing evolutionary art for casual creation

Colton, S., McCormack, J., Berns, S., Petrovskaya, E. & Cook, M., 2020, Artificial Intelligence in Music, Sound, Art and Design: 9th International Conference, EvoMUSART 2020 Held as Part of EvoStar 2020 Seville, Spain, April 15–17, 2020 Proceedings. Romero, J., Ekárt, A., Martins, T. & Correia, J. (eds.). Cham Switzerland: Springer, p. 17-34 18 p. (Lecture Notes in Computer Science ; vol. 12103).

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

A framework for cardiac arrhythmia detection from IoT-based ECGs

He, J., Rong, J., Sun, L., Wang, H., Zhang, Y. & Ma, J., 28 Feb 2020, In : World Wide Web-Internet and Web Information Systems. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

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

A hybrid prediction model for damage warning of power transmission line under typhoon disaster

Hou, H., Yu, S., Wang, H., Xu, Y., Xiao, X., Huang, Y. & Wu, X., 6 May 2020, In : IEEE Access. 8, p. 85038-85050 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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An advanced two-step DNN-based framework for arrhythmia detection

He, J., Rong, J., Sun, L., Wang, H. & Zhang, Y., 2020, Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020 Singapore, May 11–14, 2020 Proceedings, Part II. Lauw, H. W., Wong, R. C-W., Ntoulas, A., Lim, E-P., Ng, S-K. & Pan, S. J. (eds.). Cham Switzerland: Springer, p. 422-434 13 p. (Lecture Notes in Computer Science ; vol. 12085 ).

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

Open Access
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Analytics of learning strategies: the association with the personality traits

Matcha, W., Gašević, D., Jovanović, J., Uzir, NA. A., Oliver, C. W., Murray, A. & Gasevic, D., 2020, LAK 2020 Conference Proceedings . Kovanović, V., Scheffel, M., Pinkwart, N. & Verbert, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 151-160 10 p.

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

Analytics of time management and learning strategies for effective online learning in blended environments

Uzir, N. A., Gaševic, D., Jovanovic, J., Matcha, W., Lim, L. A. & Fudge, A., 2020, LAK 2020 Conference Proceedings . Kovanović, V., Scheffel, M., Pinkwart, N. & Verbert, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 392-401 10 p.

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

Analyzing the consistency in within-activity learning patterns in blended learning

Sher, V., Hatala, M. & Gaševic, D., 2020, LAK 2020 Conference Proceedings . Kovanović, V., Scheffel, M., Pinkwart, N. & Verbert, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1-10 10 p.

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

An end-to-end model-based approach to support big data analytics development

Khalajzadeh, H., Simmons, A. J., Abdelrazek, M. A., Grundy, J., Hosking, J. & He, Q., Jun 2020, In : Journal of Computer Languages. 58, 20 p., 100964.

Research output: Contribution to journalArticleResearchpeer-review

A novel selective naïve Bayes algorithm

Chen, S., Webb, G. I., Liu, L. & Ma, X., 15 Mar 2020, In : Knowledge-Based Systems. 192, 12 p., 105361.

Research output: Contribution to journalArticleResearchpeer-review

Anticipatory experience in everyday autonomous driving

Lindgren, T., Fors, V., Pink, S. & Osz, K., 6 May 2020, (Accepted/In press) In : Personal and Ubiquitous Computing.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

An unexpected excursion: the first account of Spaniards in Ayutthaya (1585)

Crossley, J. N., Apr 2020, In : Journal of the Royal Asiatic Society. 30, 2, p. 365-372 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Applying complex adaptive systems theory to understand distributed participatory design in crowdsourced information systems development.

Kautz, K., Bjerknes, G., Fisher, J. L. & Jensen, T., 11 May 2020, In : Australasian Journal of Information Systems. 24, 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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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)

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

Phan, H. D., Ellis, K., Barca, J. C. & Dorin, A., Jan 2020, In : Neural Computing and Applications. 32, 2, p. 567-588 22 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

1 Citation (Scopus)

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

Matcha, W., Uzir, N. A., Gašević, D. & Pardo, A., Apr 2020, In : IEEE Transactions on Learning Technologies. 13, 2, p. 226 - 245 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Authoring logically sequenced visual data stories with Gravity

Obie, H. O., Chua, C., Avazpour, I., Abdelrazek, M., Grundy, J. & Bednarz, T., Jun 2020, In : Journal of Computer Languages. 58, 13 p., 100961.

Research output: Contribution to journalArticleResearchpeer-review

Automated calculation of spectral-reflectance marker-points to enable analysis of plant colour-signalling to pollinators

Dorin, A., Shrestha, M., Herrmann, M., Burd, M. & Dyer, A. G., 2020, In : MethodsX. 7, 9 p., 100827.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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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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Bayesian network classifiers using ensembles and smoothing

Zhang, H., Petitjean, F. & Buntine, W., 30 Mar 2020, (Accepted/In press) In : Knowledge and Information Systems. 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Bridging learning sciences, machine learning and affective computing for understanding cognition and affect in collaborative learning

Järvelä, S., Gašević, D., Seppänen, T., Pechenizkiy, M. & Kirschner, P. A., 6 Mar 2020, (Accepted/In press) In : British Journal of Educational Technology. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

CDA: characterising deprecated Android APIs

Li, L., Gao, J., Bissyandé, T. F., Ma, L., Xia, X. & Klein, J., 11 Jan 2020, In : Empirical Software Engineering. 25, 3, p. 2058-2098 41 p.

Research output: Contribution to journalArticleResearchpeer-review

Chaff from the wheat: characterizing and determining valid bug reports

Fan, Y., Xia, X., Lo, D. & Hassan, A. E., 1 May 2020, In : IEEE Transactions on Software Engineering. 46, 5, p. 495-525 30 p.

Research output: Contribution to journalArticleResearchpeer-review

10 Citations (Scopus)

Classification of lung nodules based on Deep residual networks and migration learning

Wu, P., Sun, X., Zhao, Z., Wang, H., Pan, S. & Schuller, B., 30 Mar 2020, In : Computational Intelligence and Neuroscience. 2020, 10 p., 8975078.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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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

Code Action Network for binary function scope identification

Nguyen, V., Le, T., Le, T., Nguyen, K., de Vel, O., Montague, P., Grundy, J. & Phung, D., 2020, Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020 Singapore, May 11–14, 2020 Proceedings, Part I. Lauw, H. W., Wong, R. C-W., Ntoulas, A., Lim, E-P., Ng, S-K. & Pan, S. J. (eds.). Cham Switzerland: Springer, p. 712-725 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI).

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

Open Access
File

Co-designing digital tools to enhance speech and language therapy training in Ghana

Hudson, L., Amponsah, C., Ohenewa Bampoe, J., Marshall, J., Akua Victoria Owusu, N., Hussein, K., Linington, J., Banks Gross, Z., stokes, J. & McNaney, R., Apr 2020, Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. McGrenere, J. & Cockburn, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), 13 p. 347

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

Collaborative peer feedback and learning analytics: theory-oriented design for supporting class-wide interventions

Er, E., Dimitriadis, Y. & Gašević, D., 13 May 2020, (Accepted/In press) In : Assessment & Evaluation in Higher Education. 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Combining analytic methods to unlock sequential and temporal patterns of self-regulated learning

Saint, J., Gaševic, D., Matcha, W., Uzir, NA. A. & Pardo, A., 2020, LAK 2020 Conference Proceedings . Kovanović, V., Scheffel, M., Pinkwart, N. & Verbert, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 402-411 10 p.

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

Community-university research: a warts and all account

Whittle, J., Ferrario, M. A. & Simm, W., 2020, Into the Wild: Beyond the Design Research Lab. Chamberlain, A. & Crabtree, A. (eds.). Cham Switzerland: Springer, p. 115-147 33 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 48).

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

Complementing educational recommender systems with open learner models

Abdi, S., Khosravi, H., Sadiq, S. & Gasevic, D., 2020, LAK 2020 Conference Proceedings. Kovanović, V., Scheffel, M., Pinkwart, N. & Verbert, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 360-365 6 p.

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

1 Citation (Scopus)

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

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

Joksimovic, S., Jovanovic, J., Kovanovic, V., Gasevic, D., Milikic, N., Zouaq, A. & Van Staalduinen, J. P., Jan 2020, In : IEEE Transactions on Learning Technologies. 13, 1, p. 38-51 14 p., 8713903.

Research output: Contribution to journalArticleResearchpeer-review

Computationally efficient epileptic seizure prediction based on extremely randomised trees

Wong, S. & Kuhlmann, L., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020. Forkan, A. (ed.). New York NY USA: Association for Computing Machinery (ACM), 3 p. 39

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

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

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

Deng, J., Lu, Y. & Lee, V. C. S., Apr 2020, In : Computer-Aided Civil and Infrastructure Engineering. 35, 4, p. 373-388 16 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

COSAC: compact and scalable arbitrary-centered discrete Gaussian sampling over integers

Zhao, R. K., Steinfeld, R. & Sakzad, A., 2020, Post-Quantum Cryptography : 11th International Conference, PQCrypto 2020 Paris, France, April 15–17, 2020 Proceedings. Ding, J. & Tillich, J-P. (eds.). Cham Switzerland: Springer, p. 284-303 20 p. (Lecture Notes in Computer Science ; vol. 12100 ).

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

Cost effective dynamic data placement for efficient access of social networks

Khalajzadeh, H., Yuan, D., Zhou, B. B., Grundy, J. & Yang, Y., Jul 2020, In : Journal of Parallel and Distributed Computing. 141, p. 82-98 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Critical slowing down as a biomarker for seizure susceptibility

Maturana, M. I., Meisel, C., Dell, K., Karoly, P. J., D’Souza, W., Grayden, D. B., Burkitt, A. N., Jiruska, P., Kudlacek, J., Hlinka, J., Cook, M. J., Kuhlmann, L. & Freestone, D. R., 1 May 2020, In : Nature Communications. 11, 1, 12 p., 2172.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Cyberspace and cityscapes: on the emergence of platform urbanism

Sadowski, J., 29 Jan 2020, (Accepted/In press) In : Urban Geography. 5 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

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

1 Citation (Scopus)

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

5 Citations (Scopus)

Deep Cost-Sensitive Kernel Machine for binary software vulnerability detection

Nguyen, T., Le, T., Nguyen, K., de Vel, O., Montague, P., Grundy, J. & Phung, D., 2020, Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020 Singapore, May 11–14, 2020 Proceedings, Part II. Lauw, H. W., Wong, R. C-W., Lim, E-P., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Cham Switzerland: Springer, p. 164-177 14 p. (Lecture Notes in Computer Science; vol. 12085 ).

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

Open Access
File

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

1 Citation (Scopus)