Research Output

2019

Project abstract: an Anglo-American intelligence operation in 1947 to recover guided weapon technical documentation buried in Germany

Mills, J. & Johanson, G., 2019, In : Intelligence and National Security. 34, 1, p. 129-148 20 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Proof-of-QoS: QoS based blockchain consensus protocol

Yu, B., Liu, J., Nepal, S., Yu, J. & Rimba, P., Nov 2019, In : Computers & Security. 87, 13 p., 101580.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Protection, productivity and pleasure in the smart home emerging expectations and gendered insights from Australian early adopters

Strengers, Y., Kennedy, J., Arcari, P., Nicholls, L. & Gregg, M., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 13 p. 645

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

3 Citations (Scopus)

Proximity Forest: an effective and scalable distance-based classifier for time series

Lucas, B., Shifaz, A., Pelletier, C., O’Neill, L., Zaidi, N., Goethals, B., Petitjean, F. & Webb, G. I., May 2019, In : Data Mining and Knowledge Discovery. 33, 3, p. 607-635 29 p.

Research output: Contribution to journalArticleResearchpeer-review

7 Citations (Scopus)

P-STM: privacy-protected Social Tie Mining of individual trajectories

Wang, S., Nepal, S., Sinnott, R. & Rudolph, C., 2019, Proceedings - 2019 IEEE International Conference on Web Services, IEEE ICWS 2019 - Part of the 2019 IEEE World Congress on Services, 8–13 July 2019 Milan, Italy. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-10 10 p. 8818397

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

Public-key encryption with integrated keyword search

Saraswat, V., Sahu, R. A., Sharma, G., Kuchta, V. & Markowitch, O., Mar 2019, In : Journal of Hardware and Systems Security. 3, 1, p. 12-25 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Recognizing induced emotions of movie audiences from multimodal information

Muszynski, M., Tian, L., Lai, C., Moore, J. D., Kostoulas, T., Lombardo, P., Pun, T. & Chanel, G., 2019, (Accepted/In press) In : IEEE Transactions on Affective Computing. 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Reconsidering response threshold models—short-term response patterns in thermoregulating bumblebees

Weidenmüller, A., Chen, R. & Meyer, B., Aug 2019, In : Behavioral Ecology and Sociobiology. 73, 8, 13 p., 112.

Research output: Contribution to journalArticleResearchpeer-review

Reducing the unfairness of coordinated inverter dispatch in PV-rich distribution networks

Lusis, P., Andrew, L. L. H., Liebman, A., Tack, G. & Chakraborty, S., 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Leva, S. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 8810940

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

Regarding jump point search and subgoal graphs

Harabor, D. D., Uras, T., Stuckey, P. J. & Koenig, S., 2019, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) 2019. Kraus, S. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1241-1248 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Open Access
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Relationship between device performance, trust and user behaviour in a care-taking scenario

Partovi, A., Zukerman, I., Zhan, K., Hamacher, N. & Hohwy, J., 7 Jun 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 61-69 9 p. (ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization).

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

Open Access

Relation Structure-Aware Heterogeneous Graph Neural Network

Zhu, S., Zhou, C., Pan, S., Zhu, X. & Wang, B., 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1534-1539 6 p.

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

Representation-based classification methods with enhanced linear reconstruction measures for face recognition

Gou, J., Song, J., Ou, W., Zeng, S., Yuan, Y. & Du, L., Oct 2019, In : Computers and Electrical Engineering. 79, 15 p., 106451.

Research output: Contribution to journalArticleResearchpeer-review

Representation of news related to culturally diverse population in Australian media

Rodrigues, U. M., Niemann, M. & Paradies, Y., 2019, (Accepted/In press) In : Journalism. 19 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

RepuCoin: Your Reputation Is Your Power

Yu, J., Kozhaya, D., Decouchant, J. & Esteves-Verissimo, P., 1 Aug 2019, In : IEEE Transactions on Computers. 68, 8, p. 1225-1237 13 p., 8645706.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Respiratory self-care: identifying current challenges and future potentials for digital technology to support people with chronic respiratory conditions

Tendedez, H., Ferrario, M-A., McNaney, R. & Whittle, J., 2019, Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare. Meyer, J. & Mamykina, L. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 129-138 10 p.

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

2 Citations (Scopus)

Re-thinking untraceability in the CryptoNote-style blockchain

Yu, J., Au, M. H. A. & Esteves-Verissimo, P., 2019, Proceedings - 2019 IEEE 32nd Computer Security Foundations Symposium, CSF 2019. Delaune, S. & Jia, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 94-107 14 p. 8823713

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

2 Citations (Scopus)

Review of the key challenges in major infrastructure construction projects: how do project managers ‘skill-up’?

Ahmad, S., Algeo, C., Foster, S., Sohal, A., Prajogo, D. & Moehler, R., 2019, Proceedings of EURAM 19: Exploring the Future of Management. António, N., Dobija, D., Jardat, R. & Jaffé, L. (eds.). Lisbon Portugal: European Academy of Management (EURAM), 40 p.

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

Revisiting collaboration through mixed reality: the evolution of groupware

Ens, B., Lanir, J., Tang, A., Bateman, S., Lee, G., Piumsomboon, T. & Billinghurst, M., Nov 2019, In : International Journal of Human-Computer Studies. 131, p. 81-98 18 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction

Huang, Q., Xia, X. & Lo, D., Oct 2019, In : Empirical Software Engineering. 24, 5, p. 2823-2862 40 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Revisiting the impact of common libraries for android-related investigations

Li, L., Riom, T., Bissyandé, T. F., Wang, H., Klein, J. & Yves, L. T., Aug 2019, In : Journal of Systems and Software. 154, p. 157-175 19 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Risk of asynchronous protocol update: attacks to Monero protocols

Wijaya, D. A., Liu, J. K., Steinfeld, R. & Liu, D., 2019, Information Security and Privacy: 24th Australasian Conference, ACISP 2019 Christchurch, New Zealand, July 3–5, 2019 Proceedings. Jang-Jaccard, J. & Guo, F. (eds.). Cham Switzerland: Springer, p. 307-321 15 p. (Lecture Notes in Computer Science ; vol. 11547 ).

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

Robust anomaly detection in videos using multilevel representations

Vu, H., Nguyen, T. D., Le, T., Luo, W. & Phung, D., 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. 5216-5223 8 p. 2579. (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

RobustiQ: a robust ANN search method for billion-scale similarity search on GPUs

Chen, W., Chen, J., Zou, F., Li, Y-F., Lu, P. & Zhao, W., 2019, Proceedings of the 2019 on International Conference on Multimedia Retrieval. Candan, K. S., Bertini, M., Xie, L. & Wei, X-Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 132-140 9 p.

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

Role of group level affect to find the Most Influential Person in images

Ghosh, S. & Dhall, A., 2019, Computer Vision – ECCV 2018 Workshops: Munich, Germany, September 8–14, 2018 Proceedings, Part II. Leal-Taixé, L. & Roth, S. (eds.). Cham Switzerland: Springer, p. 518-533 16 p. (Lecture Notes in Computer Science ; vol. 11130 ).

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

Round-trip training approach for bilingually low-resource statistical machine translation systems

Ahmadnia, B., Haffari, G. & Serrano, J., 2019, In : International Journal of Artificial Intelligence. 17, 1, p. 167-185 19 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Sales demand forecast in E-commerce using a long short-term memory neural network methodology

Bandara, K., Shi, P., Bergmeir, C., Hewamalage, H., Tran, Q. & Seaman, B., 2019, Neural Information Processing : 26th International Conference, ICONIP 2019 Sydney, NSW, Australia, December 12–15, 2019 Proceedings, Part III. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Cham Switzerland: Springer, p. 462-474 13 p. (Lecture Notes in Computer Science ; vol. 11955).

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

SASLAS19: scalability and sustainability of Learning Analytics solutions

Broos, T., Gašević, D., Pardo, A., Drachsler, H., Ferreira, R., Verbert, K. & De Laet, T., 2019, Companion Proceeding of the 9th International Conference on Learning Analytics & Knowledge (LAK’19). Brooks, C., Ferguson, R. & Hoppe, U. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 888-891 4 p.

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

Open Access
File

Scaling dialogic peer feedback via learning analytics and scripts

Er, E., Dimitriadis, Y. & Gasevic, D., 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, Conference Proceedings Volume 2. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). Lyon France: International Society of the Learning Sciences, Vol. 2. p. 1-2 2 p.

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

Open Access
File

Scaptics and highlight-planes: immersive interaction techniques for finding occluded features in 3D scatterplots

Prouzeau, A., Cordeil, M., Robin, C., Ens, B., Thomas, B. H. & Dwyer, T., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 12 p. 325

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

Open Access
File
5 Citations (Scopus)

Scene graph generation with external knowledge and image reconstruction

Gu, J., Zhao, H., Lin, Z., Li, S., Cai, J. & Ling, M., 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. 1969-1978 10 p.

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

Open Access
File
10 Citations (Scopus)

Scheduled sampling for one-shot learning via matching network

Zhang, L., Liu, J., Luo, M., Chang, X., Zheng, Q. & Hauptmann, A. G., Dec 2019, In : Pattern Recognition. 96, 11 p., 106962.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Searching with consistent prioritization for Multi-Agent Path Finding

Ma, H., Harabor, D., J. Stuckey, P., Li, J. & Koenig, 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. 7643-7650 8 p. 4465. (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

Selective attention for context-aware Neural Machine Translation

Maruf, S., Martins, A. F. T. & Haffari, G., 2019, NAACL 2019, The 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Proceedings of the Conference Vol. 1 (Long and Short Papers), June 2 - June 7, 2019. Doran, C. & Solorio, T. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 3092-3102 11 p.

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

Open Access
File

Self-organization

Green, D. G., Sadedin, S. & Leishman, T. G., 2019, Encyclopedia of Ecology. Fath, B. (ed.). 2nd ed. Amsterdam Netherlands: Elsevier, Vol. 1. p. 628-636 9 p.

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

ServeDB: secure, verifiable, and efficient range queries on outsourced database

Wu, S., Li, Q., Li, G., Yuan, D., Yuan, X. & Wang, C., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. Fan, W., Lin, X. & Srivastava, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 626-637 12 p. 8731398

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

2 Citations (Scopus)

SEthesaurus: wordNet in software engineering

Chen, X., Chen, C., Zhang, D. & Xing, Z., 10 Sep 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Short certicates for chromatic equivalence

Bukovac, Z. E., Farr, G. & Morgan, K. J-A., 2019, In : Journal of Graph Algorithms and Applications. 23, 2, p. 227-269 43 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Short lattice-based one-out-of-many proofs and applications to ring signatures

Esgin, M. F., Steinfeld, R., Sakzad, A., Liu, J. K. & Liu, D., 2019, Applied Cryptography and Network Security: 17th International Conference, ACNS 2019 Bogota, Colombia, June 5–7, 2019 Proceedings. Deng, R. H., Gauthier-Umaña, V., Ochoa, M. & Yung, M. (eds.). Cham Switzerland: Springer, p. 67-88 22 p. (Lecture Notes in Computer Science ; vol. 11464 ).

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

2 Citations (Scopus)

Should you consider adware as malware in your study?

Gao, J., Li, L., Kong, P., Bissyande, T. F. & Klein, J., 2019, Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Wang, X., Lo, D. & Shihab, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 604-608 5 p. 8668010

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

1 Citation (Scopus)

Showboater: insight into sustainable rural community display networks from a longitudinal study

Nicholson, S., Jackson, D., Clear, A. & Olivier, P., 2019, Proceedings - Pervasive Displays 2019 - The 8th ACM International Symposium on Pervasive Displays. Cauchard, J., Gentile, V., Khamis, M. & Sorce, S. (eds.). New York NY USA : Association for Computing Machinery (ACM), 7 p. 12

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

SIMLIN: a bioinformatics tool for prediction of S-sulphenylation in the human proteome based on multi-stage ensemble-learning models

Wang, X., Li, C., Li, F., Sharma, V. S., Song, J. & Webb, G. I., 21 Nov 2019, In : BMC Bioinformatics. 20, 1, 12 p., 602.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Simulating exploration versus exploitation in agent foraging under different environment uncertainties

Chmait, N., Dowe, D. L., Green, D. G. & Li, Y. F., 2019, In : Behavioral and Brain Sciences. 42, p. 18-20 3 p., e39.

Research output: Contribution to journalArticleOtherpeer-review

Sip4J: statically inferring access permission contracts for parallelising sequential Java programs

Sadiq, A., Li, L., Li, Y-F., Ahmed, I. & Ling, C., 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. 1098-1101 4 p. 8952453

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

1 Citation (Scopus)

SMARTEMBED: a tool for clone and bug detection in smart contracts through structural code embedding

Gao, Z., Xia, X., Jayasundara, V., Lo, D., Jiang, L. & Grundy, J., 2019, Proceedings - 2019 IEEE International Conference on Software Maintenance and Evolution, ICSME 2019. Kim, M. & Beszédes, Á. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 394-397 4 p. 8919164

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

Smart Greybox Fuzzing

Pham, V-T., Boehme, M., Edward Santosa, A., Razvan Caciulescu, A. & Roychoudhury, A., Aug 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 17 p.

Research output: Contribution to journalArticleOtherpeer-review

Software quality assessment model: a systematic mapping study

Yan, M., Xia, X., Zhang, X., Xu, L., Yang, D. & Li, S., Sep 2019, In : Science China Information Sciences. 62, 9, 18 p., 191101.

Research output: Contribution to journalReview ArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Soil texture estimation using radar and optical data from Sentinel-1 and Sentinel-2

Bousbih, S., Zribi, M., Pelletier, C., Gorrab, A., Lili-Chabaane, Z., Baghdadi, N., Aissa, N. B. & Mougenot, B., 27 Jun 2019, In : Remote Sensing. 11, 13, 20 p., 1520.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2 Citations (Scopus)

Spectrum of illness among returned Australian travellers from Bali, Indonesia: a 5-year retrospective observational study

Sohail, A., McGuinness, S. L., Lightowler, R., Leder, K., Jomon, B., Bain, C. A. & Peleg, A. Y., 1 Jan 2019, In : Internal Medicine Journal. 49, 1, p. 34-40 7 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

Sqn2Vec: learning sequence representation via sequential patterns with a gap constraint

Nguyen, D., Luo, W., Nguyen, T. D., Venkatesh, S. & Phung, D., 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. 569-584 16 p. (Lecture Notes in Computer Science ; vol. 11052 ).

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

1 Citation (Scopus)