Research Output

2019

An API for development of user-defined scheduling algorithms in Aneka PaaS cloud software: user defined schedulers in Aneka PaaS cloud software

Sandhu, R., Nadjaran Toosi, A. & Buyya, R., 2019, Handbook of Research on Cloud Computing and Big Data Applications in IoT. Gupta, B. B. & P. Agrawal, D. (eds.). Hershey PA USA: IGI Global, p. 170-187 18 p. (Advances in Computer and Electrical Engineering (ACEE) Book Series).

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

An application of convolutional neural networks for the early detection of late-onset neonatal sepsis

Hu, Y., Lee, V. C. S. & Tan, K., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8851683

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

1 Citation (Scopus)

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

1 Citation (Scopus)

An effective spatial-temporal attention based neural network for traffic flow prediction

Do, L. N. N., Vu, H. L., Vo, B. Q., Liu, Z. & Phung, D., 1 Nov 2019, In : Transportation Research Part C: Emerging Technologies. 108, p. 12-28 17 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

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

2 Citations (Scopus)

An encrypted database with enforced access control and blockchain validation

Sui, Z., Lai, S., Zuo, C., Yuan, X., Liu, J. K. & Qian, H., 2019, Information Security and Cryptology: 14th International Conference, Inscrypt 2018 Fuzhou, China, December 14–17, 2018 Revised Selected Papers. Guo, F., Huang, X. & Yung, M. (eds.). Cham Switzerland: Springer, p. 260-273 14 p. (Lecture Notes in Computer Science ; vol. 11449 ).

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

3 Citations (Scopus)

A neural model for method name generation from functional description

Gao, S., Chen, C., Xing, Z., Ma, Y., Song, W. & Lin, S-W., 2019, SANER ’19 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering: February 24-27, 2019 Hangzhou, China. Wang, X., Lo, D. & Shihab, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 411-421 11 p. 8667994

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

2 Citations (Scopus)

An explainable deep fusion network for affect recognition using physiological signals

Lin, J., Pan, S., Lee, C. S. & Oviatt, S., 2019, Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Cui, P., Rundensteiner, E., Carmel, D., He, Q. & Xu Yu, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2069-2072 4 p.

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

Open Access
File

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
File

An interpretable algorithm on post-injury health service utilization patterns to predict injury outcomes

Akbarzadeh Khorshidi, H., Hassani-Mahmooei, B. & Haffari, G., 2019, (Accepted/In press) In : Journal of Occupational Rehabilitation. 12 p.

Research output: Contribution to journalArticleResearchpeer-review

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

1 Citation (Scopus)

Annotation efficient cross-modal retrieval with adversarial attentive alignment

Huang, P-Y., Kang, G., Liu, W., Chang, X. & Hauptmann, A. G., 2019, Proceedings of the 27th ACM International Conference on Multimedia. Gravier, G., Hung, H., Ngo, C-W. & Tsang Ooi, W. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1758-1767 10 p.

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

Anonymity reduction attacks to Monero

Wijaya, D. A., Liu, J., Steinfeld, R., Liu, D. & Yuen, T. H., 2019, Information Security and Cryptology: 14th International Conference, Inscrypt 2018 Fuzhou, China, December 14–17, 2018 Revised Selected Papers. Guo, F., Huang, X. & Yung, M. (eds.). Cham Switzerland: Springer, p. 86-100 15 p. (Lecture Notes in Computer Science; vol. 11449 ).

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

2 Citations (Scopus)

A novel selective naïve Bayes algorithm

Chen, S., Webb, G. I., Liu, L. & Ma, X., 16 Dec 2019, (Accepted/In press) In : Knowledge-Based Systems. 12 p., 105361.

Research output: Contribution to journalArticleResearchpeer-review

AnswerBot: an answer summary generation tool based on stack overflow

Cai, L., Wang, H., Xu, B., Huang, Q., Xia, X., Lo, D. & Xing, Z., 2019, ESEC/FSE ’19 - Proceedings of the 2019 27th ACM Joint Meeting, European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Dumas, M., Pfahl, D., Apel, S. & Russo, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1134-1138 5 p.

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

1 Citation (Scopus)

A periodic table of computing education learning theories

Szabo, C., Falkner, N., Petersen, A., Bort, H., Connolly, C., Cunningham, K., Donaldson, P., Hellas, A., Robinson, J. & Sheard, J., 2019, Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education. Pears, A. & Sabin, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 269-270 2 p.

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

1 Citation (Scopus)

Archives in a changing climate: proposing new "solutions" for a new era

Frings-Hessami, V. & Foscarini, F., 16 Jul 2019, In : Archival Science. 19, 3, p. 209-213 5 p.

Research output: Contribution to journalEditorialOtherpeer-review

1 Citation (Scopus)

Archives in a changing climate: responding to a diversity of environments

Foscarini, F. & Frings-Hessami, V., Dec 2019, In : Archival Science. 19, 4, p. 303-307 5 p.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access
File

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

Quintero-Araujo, C. L., Guimarans, D. & Juan, À. A., 30 Oct 2019, In : Journal of Simulation. p. 1-18 18 p.

Research output: Contribution to journalArticleResearchpeer-review

A spatio-temporal recommender system for on-demand cinemas

Xue, T., Jin, B., Li, B., Wang, W., Zhang, Q. & Tian, S., 2019, Proceedings of the 28th ACM International Conference on Information & Knowledge Management. Cui, P., Rundensteiner, E., Carmel, D., He, Q. & Xu Yu, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1553-1562 10 p.

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

Open Access
File

Assessment of small-scale wind turbines to meet high-energy demand in Mexico with Bayesian Decision Networks

Borunda, M., Garduno, R., Nicholson, A. E. & de la Cruz, J., 2019, Advances in Soft Computing : 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 Xalapa, Mexico, October 27 – November 2, 2019 Proceedings. Martínez-Villaseñor, L., Batyrshin, I. & Marín-Hernández, A. (eds.). Cham Switzerland: Springer, p. 493-506 14 p. (Lecture Notes in Computer Science; vol. 11835 ).

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

Assurances in software testing: a roadmap

Bohme, M., 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019. Sarma, A. & Murta, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 5-8 4 p. 8805701

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

2 Citations (Scopus)

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

Open Access
File

A study of educational data mining: evidence from a Thai university

Trakunphutthirak, R., Cheung, Y. P. & Lee, V. C. S., 2019, Proceedings of AAAI19-Thirty-Third AAAI conference on Artificial Intelligence. Van Hentenryck, P. & Zhou, Z-H. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 734-741 8 p. 7437. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33, no. 1).

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

Open Access
File

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

1 Citation (Scopus)

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 on the use of access permission-based specifications for program verification

Sadiq, A., Li, Y. F. & Ling, S., 21 Oct 2019, In : Journal of Systems and Software. 159, 25 p., 110450.

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

Attentive dual embedding for understanding medical concepts in electronic health records

Peng, X., Long, G., Pan, S., Jiang, J. & Niu, Z., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8852429

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

1 Citation (Scopus)

Attributed Graph Clustering: a Deep Attentional Embedding approach

Wang, C., Pan, S., Hu, R., Long, G., Jiang, J. & Zhang, C., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 3670-3676 7 p.

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

Open Access
File
1 Citation (Scopus)

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

8 Citations (Scopus)

Augmented Reality map navigation with freehand gestures

Satriadi, K., Ens, B. M., Cordeil, M., Czauderna, T., Willett, W. & Jenny, B., 2019, 26th IEEE Conference on Virtual Reality and 3D User Interfaces - Osaka, Japan 23–27 March 2019 - Proceedings. Teather, R., Itoh, Y., Gabbard, J., Argelaguet, F., Olivier, A-H. & Keefe, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 593-603 11 p. 8798340

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

3 Citations (Scopus)

Australian undergraduate information systems curricula: a comparative study

Richardson, J., Burstein, F., Hol, A., Clarke, R. J. & McGovern, J., 2019, Advances in Information Systems Development - Designing Digitalization. Andersson, B., Johansson, B., Barry, C., Lang, M., Linger, H. & Schneider, C. (eds.). Cham Switzerland: Springer, p. 19-34 16 p. (Lecture Notes in Information Systems and Organisation; vol. 34).

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

Auto-encoding scene graphs for image captioning

Yang, X., Tang, K., Zhang, H. & Cai, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10685-10694 10 p.

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

Open Access
File
13 Citations (Scopus)

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

9 Citations (Scopus)

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

1 Citation (Scopus)

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

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

7 Citations (Scopus)

Automatic generation of pull request descriptions

Liu, Z., Xia, X., Treude, C., Lo, D. & Li, S., 2019, Proceedings - 2019 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019. Lawall, J. & Marinov, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 176-188 13 p.

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

Automatic speech-gesture mapping and engagement evaluation in human robot interaction

Ghosh, B., Dhall, A. & Singla, E., 2019, 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). Cabibihan, J-J., Anne Williams, M., Asokan, T. & Behera, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 7 p.

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

Automating app review response generation

Gao, C., Zeng, J., Xia, X., Lo, D., Lyu, M. R. & King, I., 2019, Proceedings - 2019 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019. Lawall, J. & Marinov, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 163-175 13 p.

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

Automating change-level self-admitted technical debt determination

Yan, M., Xia, X., Shihab, E., Lo, D., Yin, J. & Yang, X., 1 Dec 2019, In : IEEE Transactions on Software Engineering. 45, 12, p. 1211-1229 19 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

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

1 Citation (Scopus)

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

1 Citation (Scopus)

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

12 Citations (Scopus)