Research Output

2019

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
14 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 Group Level Affect and cohesion prediction in videos

Sharma, G., Ghosh, S. & Dhall, A., 2019, International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) 2019. Bianchi-Berthouze, N., Epps, J., Kleinsmith, A. & Rosalind, P. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 161-167 7 p.

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

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)

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

3 Citations (Scopus)

Benchmarking IoT context management platforms: high-level queries matter

Medvedev, A., Hassani, A., Zaslavsky, A., Delir Haghighi, P., Ling, C. & Jayaraman, P., 1 Jun 2019, 2019 IEEE Global Internet of Things Summit (GIoTS) Proceedings. Skarmeta, A., Presser, M., Kanti Datta, S., Krishna Maddali, B., Rajasegarar, S. & Zyane, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 8766395

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

1 Citation (Scopus)

BiDaML: A Suite of Visual Languages for Supporting End-User Data Analytics

Khalajzadeh, H., Abdelrazek, M., Grundy, J., Hosking, J. & He, Q., 1 Jul 2019, Proceedings - 2019 IEEE International Congress on Big Data . Bertino, E., K. Chang, C., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 93-97 5 p. 8818179. (Proceedings - 2019 IEEE International Congress on Big Data, BigData Congress 2019 - Part of the 2019 IEEE World Congress on Services).

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

Open Access
File

BIKER: a tool for Bi-information source based API method recommendation

Cai, L., Wang, H., Huang, Q., Xia, X., Xing, Z. & Lo, D., 2019, 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. 1075-1079 5 p.

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

Blockchain based dynamic patient consent: a privacy-preserving data acquisition architecture for clinical data analytics

Rupasinghe, T., Burstein, F. & Rudolph, C., 2019, ICIS 2019 Proceedings. Fong Boh, W., Marco Leimeister, J. & Wattal, S. (eds.). Atlanta Georgia USA: Association for Information Systems, 9 p. 14

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

Open Access
File

Branch-and-cut-and-price for multi-agent pathfinding

Lam, E., Bodic, P. L., Harabor, D. D. & Stuckey, P. J., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1289-1296 8 p.

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

Open Access
File
1 Citation (Scopus)

Branch-and-cut-and-price for the cardinality-constrained multi-cycle problem in kidney exchange

Lam, E. & Mak-Hau, V., 2019, In : Computers and Operations Research. 115, 11 p., 104852.

Research output: Contribution to journalArticleResearchpeer-review

Branch use in practice: a large-scale empirical study of 2,923 projects on GitHub

Zou, W., Zhang, W., Xia, X., Holmes, R. & Chen, Z., 2019, Proceedings - 19th IEEE International Conference on Software Quality, Reliability and Security, QRS 2019. McMillin, B. & Lo, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 306-317 12 p. 8854734

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

Building a dynamic searchable encrypted medical database for multi-client

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

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Building capacity: eTextile tactile storybook workshops

Holloway, L., Ellis, K. & Curtin, L., 2019, ASSETS ’19 - The 21st International ACM SIGACCESS Conference on Computers and Accessibility. Azenkot, S. & Kane, S. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 597-599 3 p.

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

Camera Obscurer: generative art for design inspiration

Singh, D., Rajcic, N., Colton, S. & McCormack, J., 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. 51-68 18 p. (Lecture Notes in Computer Science ; vol. 11453).

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

"Can I trust the data I see?": a physician's concern on medical data in IoT health architectures

Jaigirdar, F. T., Rudolph, C. & Bain, C., 2019, ACSW'19 - Proceedings of the Australasian Computer Science Week Multiconference: Sydney, NSW, Australia — January 29 - 31, 2019. Wang, Y. & Patterson, D. (eds.). New York NY USA: Association for Computing Machinery (ACM), 10 p. 27

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

5 Citations (Scopus)

Chameleon Hash Time-Lock Contract for privacy preserving payment channel networks

Yu, B., Kermanshahi, S. K., Sakzad, A. & Nepal, S., 2019, Provable Security: 13th International Conference, ProvSec 2019 Cairns, QLD, Australia, October 1–4, 2019 Proceedings. Steinfeld, R. & Yuen, T. H. (eds.). Cham Switzerland: Springer, p. 303-318 16 p. (Lecture Notes in Computer Science; vol. 11821).

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

Characterization and prediction of popular projects on GitHub

Han, J., Deng, S., Xia, X., Wang, D. & Yin, J., 2019, Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. Getov, V., Gaudiot, J-L., Yamai, N., Cimato, S., Chang, M., Teranishi, Y., Yang, J-J., Leong, H. V., Shahriar, H., Takemoto, M., Towey, D., Takakura, H., Elci, A., Takeuchi, S. & Puri, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 21-26 6 p. 8754436

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

Open Access
File
1 Citation (Scopus)

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

Open Access
File
1 Citation (Scopus)

Characterizing and identifying reverted commits

Yan, M., Xia, X., Lo, D., Hassan, A. E. & Li, S., Aug 2019, In : Empirical Software Engineering. 24, 4, p. 2171-2208 38 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Chinese characters in the Spanish court: the Manila petition of 1598 to Philip II

Crossley, J. N. & Lun, A. W. C., Oct 2019, In : Journal of the Royal Asiatic Society. 29, 4, p. 727-744 18 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

Clairvoyant restarts in Branch-and-Bound search using online tree-size estimation

Anderson, D., Hendel, G., Le Bodic, P. & Viernickel, M., 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. 1428-1434 8 p. 7399. (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

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

Open Access
File

Cognate identification to improve phylogenetic trees for Indian languages

Kanojia, D., Bhattacharyya, P., Kulkarni, M. & Haffari, G., 2019, CODS-COMAD 2019 : Proceedings of the 6th ACM IKDD CoDS and 24th COMAD, January 3 - 5, 2019, Kolkata, India. Krishnapuram, R. & Singla, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 297-300 4 p. 150

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

1 Citation (Scopus)

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

6 Citations (Scopus)

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, In : New Media and Society. 21, 8, p. 1170-1786 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

2 Citations (Scopus)

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

Compiling conditional constraints

Stuckey, P. J. & Tack, G., 2019, Principles and Practice of Constraint Programming : 25th International Conference, CP 2019 Stamford, CT, USA, September 30 – October 4, 2019 Proceedings. Schiex, T. & de Givry, S. (eds.). Cham Switzerland: Springer, p. 384-400 17 p. (Lecture Notes in Computer Science ; vol. 11802 ).

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

Complexity leadership in learning analytics: drivers, challenges and opportunities

Tsai, Y. S., Poquet, O., Gašević, D., Dawson, S. & Pardo, A., 16 Jul 2019, In : British Journal of Educational Technology. 50, 6, p. 2839-2854 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
6 Citations (Scopus)

Complex Systems in Aesthetics and Arts

Romero, J., Johnson, C. & McCormack, J., 2019, In : Complexity. 2019, 2 p., 9836102.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access
File

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, (Accepted/In press) In : IEEE Transactions on Learning Technologies. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences

Chen, Z., Zhao, P., Li, F., Wang, Y., Smith, A. I., Webb, G. I., Akutsu, T., Baggag, A., Bensmail, H. & Song, J., 11 Nov 2019, (Accepted/In press) In : Briefings in Bioinformatics. 21 p., bbz112.

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., Nov 2019, In : Briefings in Bioinformatics. 20, 6, p. 2185-2199 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Computation and simulation of evolutionary game dynamics in finite populations

Hindersin, L., Wu, B., Traulsen, A. & García, J., 6 May 2019, In : Scientific Reports. 9, 1, 21 p., 6946.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
3 Citations (Scopus)

Computing education theories: what are they and how are they used?

Malmi, L., Sheard, J., Kinnunen, P., Simon & Sinclair, J., 2019, Proceedings of the 2019 ACM Conference on International Computing Education Research. McCartney, R. & Robins, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 187-197 11 p.

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

1 Citation (Scopus)

Computing fast and reliable gravitational waveforms of binary neutron star merger remnants

Easter, P. J., Lasky, P. D., Casey, A. R., Rezzolla, L. & Takami, K., 7 Aug 2019, In : Physical Review D. 100, 4, 7 p., 043005.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
3 Citations (Scopus)

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

1 Citation (Scopus)