Research Output

2019

How do we start? an approach to learning analytics adoption in higher education

Gasevic, D., Tsai, Y-S., Dawson, S. & Pardo, A., 5 Aug 2019, In : International Journal of Information and Learning Technology. 36, 4, p. 342-353 12 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

How much space do drivers provide when passing cyclists? Understanding the impact of motor vehicle and infrastructure characteristics on passing distance

Beck, B., Chong, D., Olivier, J., Perkins, M., Tsay, A., Rushford, A., Li, L., Cameron, P., Fry, R. & Johnson, M., Jul 2019, In : Accident Analysis and Prevention. 128, p. 253-260 8 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

How practitioners perceive automated bug report management techniques

Zou, W., Lo, D., Chen, Z., Xia, X., Feng, Y. & Xu, B., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 28 p.

Research output: Contribution to journalArticleResearchpeer-review

How practitioners perceive coding proficiency

Xia, X., Wan, Z., Kochhar, P. S. & Lo, D., 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering, ICSE 2019. Bultanultan, T. & Whittle, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 924-935 12 p. 8812050

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

1 Citation (Scopus)

IATK: an Immersive Analytics Toolkit

Cordeil, M., Cunningham, A., Bach, B., Hurter, C., Thomas, B. H., Marriott, K. & Dwyer, T., 2019, 26th IEEE Conference on Virtual Reality and 3D User Interfaces - 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. 200-209 10 p.

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

4 Citations (Scopus)

Identifying flexible pool pumps suitable for distributed demand response schemes

Andrew, L. L. H., Pop, D. D., Razzaghi, R. & Dowe, D. L., 2019, 2019 International Conference on Smart Power & Internet Energy Systems. Haque, E. (ed.). Atlanta Georgia USA: Association for Information Systems, 7 p. 012022. (IOP Conference Series: Earth and Environmental Science; vol. 322, no. 1).

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

Open Access
File

Identifying the impact of feedback over time and at scale: opportunities for learning analytics

Ryan, T., Gašević, D. & Henderson, M., 2019, The Impact of Feedback in Higher Education: Improving Assessment Outcomes for Learners. Henderson, M., Ajjawi, R., Boud, D. & Molloy, E. (eds.). 1st ed. Cham Switzerland: Palgrave Macmillan, p. 207-223

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

Identify topic relations in scientific literature using topic modeling

Chen, H., Wang, X., Pan, S. & Xiong, F., 9 Apr 2019, (Accepted/In press) In : IEEE Transactions on Engineering Management. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

IG-Tree: an efficient spatial keyword index for planning best path queries on road networks

Haryanto, A. A., Islam, M. S., Taniar, D. & Cheema, M. A., Jul 2019, In : World Wide Web-Internet and Web Information Systems. 22, 4, p. 1359-1399 41 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

iLearn: an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data

Chen, Z., Zhao, P., Li, F., Marquez-Lago, T. T., Leier, A., Revote, J., Zhu, Y., Powell, D. R., Akutsu, T., Webb, G. I., Chou, K-C., Smith, A. I., Daly, R. J., Li, J. & Song, J., 24 Apr 2019, (Accepted/In press) In : Briefings in Bioinformatics. 11 p., bbz041.

Research output: Contribution to journalArticleResearchpeer-review

Imagine: a living archive of people and place “somewhere beyond custody”

McKemmish, S., Chandler, T. & Faulkhead, S., 17 Aug 2019, In : Archival Science. 19, 3, p. 281-301 21 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Immersive analytics

Engelke, U., Cordeil, M., Cunningham, A. & Ens, B., 2019, SA'19 : SIGGRAPH Asia 2019 Courses, 2019 Proceeding. N. Spencer, S. (ed.). New York NY USA: Association for Computing Machinery (ACM), 156 p. 104

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

Immersive analytics

Lee, B., Bach, B., Dwyer, T. & Marriott, K., May 2019, In : IEEE Computer Graphics and Applications. 39, 3, p. 16-18 3 p., 8698351.

Research output: Contribution to journalReview ArticleOtherpeer-review

Improving defect prediction with deep forest

Zhou, T., Sun, X., Xia, X., Li, B. & Chen, X., Oct 2019, In : Information and Software Technology. 114, p. 204-216 13 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Improving multi-label ChestX-ray disease diagnosis by exploiting disease and health labels dependencies

Ge, Z., Mahapatra, D., Chang, X., Chen, Z., Chi, L. & Lu, H., 14 Nov 2019, (Accepted/In press) In : Multimedia Tools and Applications. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Improving the combination of JPS and Geometric Containers

Hu, Y., Harabor, D., Qin, L., Yin, Q. & Hu, C., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 209-213 5 p.

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

Open Access
File

Improving the reproducibility of geospatial scientific workflows: the use of geosocial media in facilitating disaster response

Cerutti, V., Bellman, C., Both, A., Duckham, M., Jenny, B., Lemmens, R. L. G. & Ostermann, F. O., 23 Aug 2019, (Accepted/In press) In : Journal of Spatial Science. 18 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

Open Access
File

Improving what cross-modal retrieval models learn through object-oriented inter- and intra-modal attention networks

Huang, P-Y., Vaibhav, Chang, X. & Hauptmann, A. G., 2019, ICMR’19 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval: June 10–13, 2019, Ottawa, ON, Canada. Candan, K. S., Bertini, M., Xie, L. & Wei, X-Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 244-252 9 p.

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

1 Citation (Scopus)

Improvisation and reciprocal design: Soundplay for dementia

Kenning, G., Ilsar, A., Brankaert, R. & Evans, M., 2019, Dementia Lab 2019, Making Design Work: Engaging with Dementia in Context : 4th Conference, D-Lab 2019 Eindhoven, The Netherlands, October 21–22, 2019 Proceedings. Brankaert, R. & IJsselsteijn, W. (eds.). Cham Switzerland: Springer, p. 82-91 10 p. (Communications in Computer and Information Science; vol. 1117).

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

In and out of equilibrium II: evolution in repeated games with discounting and complexity costs

van Veelen, M. & García, J., May 2019, In : Games and Economic Behavior. 115, p. 113-130 18 p.

Research output: Contribution to journalArticleResearchpeer-review

In a silent way: communication between AI and improvising musicians beyond sound

McCormack, J., Teresa Llano Rodriguez, M., Gifford, T., Yee-King, M., Hutchings, P. & D’Inverno, 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), 11 p. 38

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

1 Citation (Scopus)

Incentives for harvesting attack in proof of work mining pools

Zolotavkin, Y. & Kuchta, V., 2019, Computer Security – ESORICS 2019 : 24th European Symposium on Research in Computer Security Luxembourg, September 23–27, 2019 Proceedings, Part I. Sako, K., Schneider, S. & Y. A. Ryan, P. (eds.). Cham Switzerland: Springer, p. 703-725 23 p. (Lecture Notes in Computer Science ; vol. 11735).

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

Incentives for stable mining in Pay Per Last N Shares pools

Zolotavkin, Y. & Garcia, J., 2019, Technical Program - IFIP Networking 2019 Conference - May 20-22, 2019 – Warsaw, Poland. X. Liu, A., Rak, J. & Uhlig, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 9 p. 8816835

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

Inferential statistics in computing education research: a methodological review

Sanders, K., Sheard, J., Becker, B. A., Eckerdal, A., Hamouda, S. & Simon, 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. 177-185 9 p.

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

2 Citations (Scopus)

Information culture: a perspective from mainland China

Lian, Z. & Oliver, G., 8 Oct 2019, In : Journal of Documentation. 76, 1, p. 109-125 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Information-theoretic inference of an optimal dictionary of protein supersecondary structures

Konagurthu, A. S., Subramanian, R., Allison, L., Abramson, D., de la Banda, M. G., Stuckey, P. J. & Lesk, A. M., 2019, Protein Supersecondary Structures: Methods and Protocols. E. Kister, A. (ed.). 2nd ed. New York NY USA: Springer, p. 123-131 9 p. (Methods in molecular biology (Clifton, N.J.); vol. 1958).

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

Information-theoretic perspective of federated learning

Adilova, L., Rosenzweig, J. & Kamp, M., 2019, ITML 2019 - NeurIPS 2019 Workshop on Information Theory and Machine Learning. Zhao, S., Song, J., Choi, K., Kalluri, P., Han, Y., Jiao, J., Dimakis, A., Poole, B., Weissman, T. & Ermon, S. (eds.). Atlanta Georgia USA: Association for Information Systems, 5 p.

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

Open Access
File

Infrastructure construction without information exchange: the trail clearing mechanism in Atta leafcutter ants

Bochynek, T., Burd, M., Kleineidam, C. & Meyer, B., 23 Jan 2019, In : Proceedings of the Royal Society B: Biological Sciences. 286, 1895, 9 p., 20182539.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
4 Citations (Scopus)

Infrastructuring public service transformation: creating collaborative spaces between communities and institutions through HCI research

Crivellaro, C., Anderson, R., Lambton-Howard, D., Nappey, T., Olivier, P., Vlachokyriakos, V., Wilson, A. & Wright, P., Jun 2019, In : ACM Transactions on Computer-Human Interaction. 26, 3, 29 p., 15.

Research output: Contribution to journalArticleResearchpeer-review

Integer-valued polynomials over subsets of matrix rings

Sedighi Hafshejani, J., Naghipour, A. R. & Sakzad, A., 2019, In : Communications in Algebra. 47, 3, p. 1077-1090 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Integrated power-to-gas and gas-to-power with air and natural-gas storage

Khalilpour, K. R., Grossmann, I. E. & Vassallo, A., 23 Jan 2019, In : Industrial and Engineering Chemistry Research. 58, 3, p. 1322-1340 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Interaction design & prototyping for immersive analytics

Bach, B., Cordeil, M., Engelke, U., Ens, B., Serrano, M. & Willett, W., 2019, Extended Abstracts 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), 8 p. W21

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

Interpreting the elements of personas in social media behaviour

Niemann, M., Jun 2019.

Research output: Contribution to conferenceAbstract

Open Access
File

Introduction to IATK: an immersive visual analytics toolkit

Cordeil, M. & Dwyer, T., 2019, ISS'19 - Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces. Scott, S., Tory, M. & Kim, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 431-435 5 p.

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

iProt-Sub: a comprehensive package for accurately mapping and predicting protease-specific substrates and cleavage sites

Song, J., Wang, Y., Li, F., Akutsu, T., Rawlings, N. D., Webb, G. I. & Chou, K-C., 25 Mar 2019, In : Briefings in Bioinformatics. 20, 2, p. 638-658 21 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

Open Access
File
73 Citations (Scopus)

Is deep learning better than traditional approaches in tag recommendation for software information sites?

Zhou, P., Liu, J., Liu, X., Yang, Z. & Grundy, J., May 2019, In : Information and Software Technology. 109, p. 1-13 13 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Is your software valueless?

Whittle, J., May 2019, In : IEEE Software. 36, 3, p. 112-115 4 p., 8693084.

Research output: Contribution to journalArticleOtherpeer-review

1 Citation (Scopus)

I wanna talk like you: speaker adaptation to dialogue style in L2 practice conversation

Sinclair, A. J., Ferreira, R., Gašević, D., Lucas, C. G. & Lopez, A., 2019, Artificial Intelligence in Education : 20th International Conference, AIED 2019 Chicago, IL, USA, June 25–29, 2019 Proceedings, Part II. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Cham Switzerland: Springer, p. 257-262 5 p. (Lecture Notes in Computer Science ; vol. 11626 ).

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

Keypoint based weakly supervised human parsing

Wu, Z., Lin, G. & Cai, J., Nov 2019, In : Image and Vision Computing. 91, 10 p., 0103801.

Research output: Contribution to journalArticleResearchpeer-review

Key stakeholder's value propositions for feature selection in software-intensive products: an industrial case study

Rodriguez, P., Mendes, E. & Turhan, B., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 24 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Khmer Rouge archives: appropriation, reconstruction, neo-colonial exploitation and their implications for the reuse of the records

Frings-Hessami, V., Sep 2019, In : Archival Science. 19, 3, p. 255-279 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Knowledge driven temporal activity localization

Li, C., Li, Z., Ge, Z. & Li, M., Oct 2019, In : Journal of Visual Communication and Image Representation. 64, 7 p., 102628.

Research output: Contribution to journalArticleResearchpeer-review

Knowledge Graphing Git repositories: a preliminary study

Zhao, Y., Wang, H., Ma, L., Liu, Y., Li, L. & Grundy, 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. 599-603 5 p. 8668034

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

Large-scale comparative assessment of computational predictors for lysine post-translational modification sites

Chen, Z., Liu, X., Li, F., Li, C., Marquez-Lago, T., Leier, A., Akutsu, T., Webb, G. I., Xu, D., Smith, A. I., Li, L., Chou, K. C. & Song, J., Nov 2019, In : Briefings in Bioinformatics. 20, 6, p. 2267-2290 24 p., bby089.

Research output: Contribution to journalArticleResearchpeer-review

14 Citations (Scopus)

Lattice-based zero-knowledge proofs: new techniques for shorter and faster constructions and applications

Esgin, M. F., Steinfeld, R., Liu, J. K. & Liu, D., 2019, Advances in Cryptology – CRYPTO 2019 : 39th Annual International Cryptology Conference Santa Barbara, CA, USA, August 18–22, 2019 Proceedings, Part I. Boldyreva, A. & Micciancio, D. (eds.). Cham Switzerland: Springer, p. 115-146 32 p. (Lecture Notes in Computer Science ; vol. 11692 ).

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

2 Citations (Scopus)

Lattice RingCT V2.0 with Multiple Input and Multiple Output Wallets

Alberto Torres, W., Kuchta, V., Steinfeld, R., Sakzad, A., Liu, J. K. & Cheng, J., 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. 156-175 20 p. (Lecture Notes in Computer Science ; vol. 11547 ).

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

1 Citation (Scopus)

Lazy CBS: implict Conflict-Based Search using Lazy Clause Generation

Gange, G., Harabor, D. & Stuckey, P. J., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 155-162 8 p.

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

Open Access
File

Learning analytics adoption – approaches and maturity

Tsai, Y. S., Kovanović, V. & Gašević, D., 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. 153-155 2 p.

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

Open Access
File

Learning Generative Adversarial Networks from multiple data sources

Le, T., Hoang, Q., Vu, H., Nguyen, T. D., Bui, H. & Phung, D., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 2823-2829 7 p.

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

Open Access
File
1 Citation (Scopus)

Learning private neural language modeling with attentive aggregation

Ji, S., Pan, S., Long, G., Li, X., Jiang, J. & Huang, 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. 8852464

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

1 Citation (Scopus)