Research Output 1977 2020

2020

Exploring student information problem solving behaviour using fine-grained concept map and search tool data

Whitelock-Wainwright, A., Laan, N., Wen, D. & Gašević, D., Feb 2020, In : Computers and Education. 145, 18 p., 103731.

Research output: Contribution to journalArticleResearchpeer-review

Forecasting across time series databases using recurrent neural networks on groups of similar series: a clustering approach

Bandara, K., Bergmeir, C. & Smyl, S., Feb 2020, In : Expert Systems with Applications. 140, 16 p., 112896.

Research output: Contribution to journalArticleResearchpeer-review

2019

A comparative study on question-worthy sentence selection strategies for educational question generation

Chen, G., Yang, J. & Gasevic, D., 2019, Artificial Intelligence in Education : 20th International Conference, AIED 2019 Chicago, IL, USA, June 25–29, 2019 Proceedings, Part I. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Cham Switzerland: Springer, p. 59-70 12 p. (Lecture Notes in Computer Science ; vol. 11625 ).

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

1 Citation (Scopus)

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., 31 Jan 2019, (Accepted/In press) In : Journal of Asthma. 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion

Wan, G., Du, B., Pan, S. & Wu, J., 15 Oct 2019, (Accepted/In press) In : World Wide Web-Internet and Web Information Systems. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Adaptive online extreme learning machine by regulating forgetting factor by concept drift map

Yu, H. & Webb, G. I., 28 May 2019, In : Neurocomputing. p. 141-153 13 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Adaptive Semi-supervised Feature Selection for cross-modal retrieval

Yu, E., Sun, J., Li, J., Chang, X., Han, X-H. & Hauptmann, A. G., May 2019, In : IEEE Transactions on Multimedia. 21, 5, p. 1276-1288 13 p.

Research output: Contribution to journalArticleResearchpeer-review

A data-driven model of nucleosynthesis with chemical tagging in a lower-dimensional latent space

Casey, A., Lattanzio, J., Aleti, A., Dowe, D., Bland-Hawthorn, J., Buder, S., Lewis, G., Martell, S. L., Nordlander, T., Simpson, J. D., Sharma, S. & Zucker, D., Oct 2019, (Accepted/In press) 22 p.

Research output: Other contributionOther

Open Access
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A deep bidirectional highway long short-term memory network approach to Chinese semantic role labeling

Xia, Q., Yeh, C. H. & Chen, X. Y., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 8852323

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

Adversarial action data augmentation for similar gesture action recognition

Wu, DI., Chen, J., Sharma, N., Pan, S., Long, G. & Blumenstein, M., 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. 8851993

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

A hybrid missing data imputation method for constructing city mobility indices

Nikfalazar, S., Yeh, C-H., Bedingfield, S. E. & Akbarzadeh Khorshidi, H., 2019, Data Mining - 16th Australasian Conference, AusDM 2018 Bahrurst, NSW, Australia, November 28–30, 2018 Revised Selected Papers. Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C-T. & Islam, Z. (eds.). Singapore Singapore: Springer, p. 135-148 14 p. (Communications in Computer and Information Science; vol. 996).

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

1 Citation (Scopus)

A left-to-right algorithm for likelihood estimation in gamma-poisson factor analysis

Capdevila, J., Cerquides, J., Torres, J., Petitjean, F. & Buntine, W., 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. 638-654 17 p. (Lecture Notes in Computer Science ; vol. 11052 ).

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

Analysing social presence in online discussions through network and text analytics

Rolim, V., Ferreira Leite De Mello, R., Kovanovic, V. & Gasevic, D., 2019, Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019. Chang, M., Sampson, D. G., Huang, R., Gomes, A. S., Chen, N-S., Bittencourt, I. I., K., Dermeval, D. & Bittencourt, I. M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 163-167 5 p. 8820871

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

Analyzing tumor heterogeneity by incorporating long-range mutational influences and multiple sample data into heterogeneity factorial Hidden Markov model

Rahman, M. S. & Haffari, G., 5 Sep 2019, In : Journal of Computational Biology. 26, 9, p. 985-1002 18 p.

Research output: Contribution to journalArticleResearchpeer-review

An analysis of the use of good feedback practices in online learning courses

Pinheiro Cavalcanti, A., Rolim, V., André, M., Freitas, F., Ferreira, R. & Gasevic, D., 2019, Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019. Chang, M., Sampson, D. G., Huang, R., Gomes, A. S., Chen, N-S., Bittencourt, I. I., K., Dermeval, D. & Bittencourt, I. M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 153-157 5 p. 8820881

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

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

1 Citation (Scopus)

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

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
1 Citation (Scopus)

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

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

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 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

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

Phan, H. D., Ellis, K., Barca, J. C. & Dorin, A., 20 May 2019, (Accepted/In press) In : Neural Computing and Applications. 22 p.

Research output: Contribution to journalReview ArticleResearchpeer-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

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

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

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

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

1 Citation (Scopus)

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

Lam, E., Bodic, P. L., Harabor, D. D. & Stuckey, P. J., Aug 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 1289-1296 8 p.

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

Open Access
File

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

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
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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

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

2 Citations (Scopus)

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

5 Citations (Scopus)

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

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, In : IEEE Transactions on Learning Technologies. 14 p.

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., 2019, (Accepted/In press) In : Briefings in Bioinformatics. 15 p., bby079.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

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

Constraint programming for dynamic symbolic execution of JavaScript

Amadini, R., Andrlon, M., Gange, G., Schachte, P., Søndergaard, H. & Stuckey, P. J., 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. 1-19 19 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cooperation with bottom-up reputation dynamics

Xu, J., Garcia Gallego, J. & Handfield, T., 2019, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. Agmon, N. & E. Taylor, M. (eds.). Richland SC USA: International Foundation for Autonomous Agents and Multiagent Systems, p. 269-276 8 p.

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

2 Citations (Scopus)

Coordinated transit signal priority model considering stochastic bus arrival time

Truong, L. T., Currie, G., Wallace, M., De Gruyter, C. & An, K., Apr 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 4, p. 1269-1277 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Core-boosted linear search for incomplete MaxSAT

Berg, J., Demirović, E. & Stuckey, P. J., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 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. 39-56 18 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cross-modal transfer hashing based on coherent projection

Yu, E., Sun, J., Wang, L., Chang, X., Zhang, H. & Hauptmann, A. G., 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. Mrak, M., Wu, J., Wang, H., Zimmermann, R., Li, Z. & Zhang, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 477-482 6 p. 8794952

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

Cutting the size of Compressed Path Databases with wildcards and redundant symbols

Chiari, M., Zhao, S., Botea, A., Gerevini, A., Harabor, D., Saetti, A., Salvetti, M. & 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. 106-113 8 p.

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

Open Access
File

DAGCN: dual attention graph convolutional networks

Chen, F., Pan, S., Jiang, J., Huo, H. & Long, G., 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. 8851698

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