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Publications

Books

Cao, L., Lee, J.G. & Lin, X. 2017, PC chairs’ preface.

Chapters

Adams, J., Sibbritt, D., Broom, A., Kroll, T., Prior, J., Dunston, R., Leung, B., Davidson, P. & Andrews, G. 2017, 'Traditional, complementary and integrative medicine as self-care in chronic illness' in Adams, J. & et al (eds), Public Health and Health Services Research in Traditional, Complementary and Integrative Medicine: International Perspectives, Imperial College Press, London.

Stoianoff, N.P., Cahill, A. & Wright, E.A. 2017, 'Indigenous knowledge: what are the issues?' in Stoianoff, N.P. (ed), Indigenous Knowledge Forum: Comparative Systems for Recognising and Protecting Indigenous Knowledge and Culture, LexisNexis, pp. 11-37.

Wright, E.A., Cahill, A. & Stoianoff, N.P. 2017, 'Australia and Indigenous traditional knowledge' in Stoianoff, N.P. (ed), Indigenous Knowledge Forum: Comparative Systems for Recognising and Protecting Indigenous Knowledge and Culture, LexisNexis, pp. 39-68.

Journal articles

Agar, M., Luckett, T., Luscombe, G., Phillips, J., Beattie, E., Pond, D., Mitchell, G., Davidson, P., Cook, J., Brooks, D., Houltram, J., Goodall, S. & Chenoweth, L. 2017, 'Effects of facilitated family case conferencing for advanced dementia: A cluster randomised clinical trial', PLoS ONE, vol. 12, no. 8, pp. e0181020-e0181020.
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Anderson, C. & Ryan, L.M. 2017, 'A Comparison of Spatio-Temporal Disease Mapping Approaches Including an Application to Ischaemic Heart Disease in New South Wales, Australia.', International Journal of Environmental Research and Public Health, vol. 14, no. 2.
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Awwad, S. & Piccardi, M. 2017, 'Prototype-based budget maintenance for tracking in depth videos', Multimedia Tools and Applications, pp. 1-16.
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Brown, N., Luckett, T., Davidson, P.M. & DiGiacomo, M. 2017, 'Family-focussed interventions to reduce harm from smoking in primary school-aged children: A systematic review of evaluative studies.', Preventive Medicine, vol. 101, pp. 117-125.
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Cajita, M.I., Denhaerynck, K., Dobbels, F., Berben, L., Russell, C.L., Davidson, P.M. & De Geest, S. 2017, 'Health literacy in heart transplantation: Prevalence, correlates and associations with health behaviors—Findings from the international BRIGHT study', Journal of Heart and Lung Transplantation, vol. 36, no. 3, pp. 272-279.
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Cao, L. 2017, 'Data science: A comprehensive overview', ACM Computing Surveys, vol. 50, no. 3.
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Cao, L. 2017, 'Data science: Challenges and directions', Communications of the ACM, vol. 60, no. 8, pp. 59-68.
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Chai, R., Ling, S.H., San, P.P., Naik, G., Nguyen, T.N., Tran, Y., Craig, A. & Nguyen, H.T. 2017, 'Improving EEG-based Driver Fatigue Classification using Sparse-Deep Belief Networks', Frontiers in Neuroscience, vol. 11, no. 103, pp. 1-14.
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Chai, R., Naik, G., Nguyen, T.N., Ling, S., Tran, Y., Craig, A. & Nguyen, H. 2017, 'Driver Fatigue Classification with Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-based System.', IEEE journal of biomedical and health informatics, vol. 21, no. 3, pp. 715-724.
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Chai, R., Naik, G.R., Ling, S.H. & Nguyen, H.T. 2017, 'Hybrid brain–computer interface for biomedical cyber-physical system application using wireless embedded EEG systems', BioMedical Engineering OnLine, vol. 16, no. 5, pp. 1-23.
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Chen, Q., Wang, Y., Chen, B., Zhang, C., Wang, L. & Li, J. 2017, 'Using propensity scores to predict the kinases of unannotated phosphopeptides', Knowledge-Based Systems.
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Chen, Y., Yue, X., Xu, R.Y.D. & Fujita, H. 2017, 'Region scalable active contour model with global constraint', Knowledge-Based Systems, vol. 120, pp. 57-73.
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Chen, Z., You, X., Zhong, B., Li, J. & Tao, D. 2017, 'Dynamically Modulated Mask Sparse Tracking', IEEE Transactions on Cybernetics.
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Cheng, H., Zhang, J., Wu, Q., An, P. & Liu, Z. 2017, 'Stereoscopic visual saliency prediction based on stereo contrast and stereo focus', EURASIP Journal on Image and Video Processing.
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Cheng, J., Tao, D., Wong, D.W.K. & Liu, J. 2017, 'Quadratic divergence regularized SVM for optic disc segmentation', Biomedical Optics Express, vol. 8, no. 5, pp. 2687-2696.
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Cheng, J., Zhang, Z., Tao, D., Wong, D.W.K., Liu, J., Baskaran, M., Aung, T. & Wong, T.Y. 2017, 'Similarity regularized sparse group lasso for cup to disc ratio computation', Biomedical Optics Express, vol. 8, no. 8, pp. 3763-3777.
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Chi, L., Li, B., Zhu, X., Pan, S. & Chen, L. 2017, 'Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts', IEEE Transactions on Cybernetics.
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Chiarella, C., He, X.Z., Shi, L. & Wei, L. 2017, 'A behavioural model of investor sentiment in limit order markets', Quantitative Finance, vol. 17, no. 1, pp. 71-86.
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Chomsiri, T., He, X.S., Nanda, P. & Tan, Z. 2017, 'Hybrid Tree-rule Firewall for High Speed Data Transmission', IEEE Transactions on Cloud Computing.
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Chotipant, S., Hussain, F.K. & Hussain, O.K. 2017, 'SERNOTATE: An automated approach for business service description annotation for efficient service retrieval and composition', Concurrency Computation.
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Dai, M., Cheng, S. & He, X.S. 2017, 'Hybrid generative–discriminative hash tracking with spatio-temporal contextual cues', Neural Computing and Applications.
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Deek, H., Chang, S., Newton, P.J., Noureddine, S., Inglis, S.C., Arab, G.A., Kabbani, S., Chalak, W., Timani, N., Macdonald, P.S. & Davidson, P.M. 2017, 'An evaluation of involving family caregivers in the self-care of heart failure patients on hospital readmission: Randomised controlled trial (the FAMILY study).', International Journal of Nursing Studies, vol. 75, pp. 101-111.
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Deng, S., Huang, L., Xu, G., Wu, X. & Wu, Z. 2017, 'On Deep Learning for Trust-Aware Recommendations in Social Networks', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 5, pp. 1164-1177.
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Ding, C. & Tao, D. 2017, 'Pose-invariant face recognition with homography-based normalization', Pattern Recognition, vol. 66, pp. 144-152.
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Dong, Y., Du, B., Zhang, L., Zhang, L. & Tao, D. 2017, 'LAM3L: Locally adaptive maximum margin metric learning for visual data classification', Neurocomputing, vol. 235, pp. 1-9.
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Du, B., Wang, Z., Zhang, L., Zhang, L. & Tao, D. 2017, 'Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion', IEEE Transactions on Image Processing, vol. 26, no. 4, pp. 1694-1707.
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Du, B., Wang, Z., Zhang, L., Zhang, L., Liu, W., Shen, J. & Tao, D. 2017, 'Exploring Representativeness and Informativeness for Active Learning', IEEE Transactions on Cybernetics, vol. 47, no. 1, pp. 14-26.
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Du, B., Xiong, W., Wu, J., Zhang, L., Zhang, L. & Tao, D. 2017, 'Stacked Convolutional Denoising Auto-Encoders for Feature Representation', IEEE Transactions on Cybernetics, vol. 47, no. 4, pp. 1017-1027.
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Du, B., Zhang, M., Zhang, L., Hu, R. & Tao, D. 2017, 'PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images', IEEE Transactions on Multimedia, vol. 19, no. 1, pp. 67-79.
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Edwards, D., Cheng, M., Wong, A., Zhang, J. & Wu, Q. 2017, 'Ambassadors of Knowledge Sharing: Co-produced Travel Information Through Tourist-Local Social Media Exchange', International Journal of Contemporary Hospitality Management, vol. 29, no. 2, pp. 690-708.
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Fan, X., Xu, R.Y.D., Cao, L. & Song, Y. 2017, 'Learning Nonparametric Relational Models by Conjugately Incorporating Node Information in a Network', IEEE Transactions on Cybernetics, vol. 47, no. 3, pp. 589-599.
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Fang, M., Yin, J., Hall, L.O. & Tao, D. 2017, 'Active Multitask Learning With Trace Norm Regularization Based on Excess Risk', IEEE Transactions on Cybernetics.
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Feng, X.I.A.N.G., Wan, W., Richard Yi Da Xu, Chen, H., Li, P. & Sánchez, J.A. 2017, 'A perceptual quality metric for 3D triangle meshes based on spatial pooling', Frontiers of Computer Science.
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Ferguson, C., Inglis, S.C., Newton, P.J., Middleton, S., Macdonald, P.S. & Davidson, P.M. 2017, 'Barriers and enablers to adherence to anticoagulation in heart failure with atrial fibrillation: patient and provider perspectives', Journal of Clinical Nursing.
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Ferguson, C., Inglis, S.C., Newton, P.J., Middleton, S., Macdonald, P.S. & Davidson, P.M. 2017, 'Multi-morbidity, frailty and self-care: important considerations in treatment with anticoagulation drugs. Outcomes of the AFASTER study.', European Journal of Cardiovascular Nursing, vol. 16, no. 2, pp. 113-124.
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Forber, J., Carter, B., DiGiacomo, M., Davidson, P.M. & Jackson, D. 2017, 'Future proofing undergraduate nurse clinical education: continuing the dialogue', Journal of Nursing Management.
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Gholizadeh, L., Ali Khan, S., Vahedi, F. & Davidson, P.M. 2017, 'Sensitivity and specificity of Urdu version of the PHQ-9 to screen depression in patients with coronary artery disease.', Contemporary Nurse, vol. 53, no. 1, pp. 75-81.
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Ghosh, S., Li, J., Cao, L. & Ramamohanarao, K. 2017, 'Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.', J Biomed Inform, vol. 66, pp. 19-31.
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Gong, C., Liu, T., Tang, Y., Yang, J., Yang, J. & Tao, D. 2017, 'A Regularization Approach for Instance-Based Superset Label Learning.', IEEE Transactions on Cybernetics.
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Gong, C., Tao, D., Liu, W., Liu, L. & Yang, J. 2017, 'Label Propagation via Teaching-to-Learn and Learning-to-Teach.', IEEE transactions on neural networks and learning systems.
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Gong, D., Li, Z., Huang, W., Li, X. & Tao, D. 2017, 'Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach', IEEE Transactions on Image Processing, vol. 26, no. 5, pp. 2079-2089.
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Green, A., Luckett, T., DiGiacomo, M., Abbott, P., Delaney, P., Delaney, J. & Davidson, P.M. 2017, 'An asset-informed approach to service development', Nurse Researcher.
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Gu, K., Tao, D., Qiao, J.F. & Lin, W. 2017, 'Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data', IEEE Transactions on Neural Networks and Learning Systems.
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Guo, D., Xu, J., Zhang, J., Xu, M., Cui, Y. & He, X. 2017, 'User relationship strength modeling for friend recommendation on Instagram', Neurocomputing, vol. 239, pp. 9-18.
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Hasan, M.A.M., Li, J., Ahmad, S. & Molla, M.K.I. 2017, 'predCar-site: Carbonylation sites prediction in proteins using support vector machine with resolving data imbalanced issue.', Anal Biochem, vol. 525, pp. 107-113.
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Hayes, C., Jackson, D., Davidson, P.M., Daly, J. & Power, T. 2017, 'Calm to chaos: Engaging undergraduate nursing students with the complex nature of interruptions during medication administration.', Journal of Clinical Nursing.
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Hayes, C.J., Jackson, D., Davidson, P.M., Daly, J. & Power, T. 2017, 'Pondering practice: Enhancing the art of reflection', Journal of Clinical Nursing.
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He, X. & Shi, L. 2017, 'Index Portfolio and Welfare Analysis Under Heterogeneous Beliefs', Journal of Banking and Finance, vol. 75, pp. 64-79.
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He, X. & Treich, N. 2017, 'Prediction market prices under risk aversion and heterogeneous beliefs', Journal of Mathematical Economics, vol. 70, pp. 105-114.
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He, X.Z., Lütkebohmert, E. & Xiao, Y. 2017, 'Rollover Risk and Credit Risk under Time-varying Margin', Quantitative Finance, vol. 17, no. 3, pp. 455-469.
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Ho-Le, T.P., Center, J.R., Eisman, J.A., Nguyen, H.T. & Nguyen, T.V. 2017, 'Prediction of Bone Mineral Density and Fragility Fracture by Genetic Profiling.', Journal of Bone and Mineral Research, vol. 32, no. 2, pp. 285-293.
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Hosie, A., Agar, M., Lobb, E., Davidson, P.M. & Phillips, J. 2017, 'Improving delirium recognition and assessment for people receiving inpatient palliative care: a mixed methods meta-synthesis.', Int J Nurs Stud, vol. 75, pp. 123-129.
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Hou, S., Chen, L., Tao, D., Zhou, S., Liu, W. & Zheng, Y. 2017, 'Multi-layer multi-view topic model for classifying advertising video', Pattern Recognition, vol. 68, pp. 66-81.
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Hu, S.S., Chen, P., Wang, B. & Li, J. 2017, 'Protein binding hot spots prediction from sequence only by a new ensemble learning method', Amino Acids, pp. 1-13.
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Hu, W., Yan, L., Wang, H., Du, B. & Tao, D. 2017, 'Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model', Information Sciences, vol. 381, pp. 209-228.
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Huang, S., Zhang, J., Schonfeld, D., Wang, L. & Hua, X.-.S. 2017, 'Two-Stage Friend Recommendation Based on Network Alignment and Series Expansion of Probabilistic Topic Model', IEEE Transactions on Multimedia, vol. 19, no. 6, pp. 1314-1326.
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Huang, T., Huang, M.L., Nguyen, Q., Zhao, L., Huang, W. & Chen, J. 2017, 'A Space-Filling Multidimensional Visualization (SFMDVis) for Exploratory Data Analysis', Information Sciences, vol. 390, pp. 32-53.
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Huang, X., Zhang, J., Fan, L., Wu, Q. & Yuan, C. 2017, 'A systematic approach for cross-source point cloud registration by preserving macro and micro structures', IEEE Transactions on Image Processing, vol. 26, no. 7, pp. 3261-3276.
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Huang, X., Zhang, J., Wu, Q., Fan, L. & Yuan, C. 2017, 'A coarse-to-fine algorithm for matching and registration in 3D cross-source point clouds', IEEE Transactions on Circuits and Systems for Video Technology.
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Hunt, L., Frost, S.A., Newton, P.J., Salamonson, Y. & Davidson, P.M. 2017, 'A survey of critical care nurses’ knowledge of intra-abdominal hypertension and absdominal compartment syndrome', Australian Critical Care, vol. 30, no. 1, pp. 21-27.
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Hussain, W., Hussain, F.H. & Hussain, O.H. 2017, 'Formulating and managing viable SLAs in Cloud Computing from a small to medium service provider's viewpoint: A state-of-the-art review', Information Systems.
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Hussain, W., Hussain, O.K., Hussain, F.K. & Khan MQ 2017, 'Usability Evaluation of English, Local and Plain Languages to Enhance On-Screen Text Readability: A Use Case of Pakistan', Global Journal of Flexible Systems Management.
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Hussein, F. & Piccardi, M. 2017, 'V-JAUNE: A framework for joint action recognition and video summarization', ACM Transactions on Multimedia Computing, Communications and Applications, vol. 13, no. 2.
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Jackson, D., Durrant, L., Bishop, E., Walthall, H., Betteridge, R., Gardner, S., Coulton, W., Hutchinson, M., Neville, S., Davidson, P.M. & Usher, K. 2017, 'Health service provision and the use of pressure-redistributing devices: mixed methods study of community dwelling individuals with pressure injuries', Contemporary Nurse, pp. 1-12.
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Jan, M., Nanda, P., Usman, M. & He, X. 2017, 'PAWN: A Payload-based mutual Authentication scheme for Wireless Sensor Networks', Concurrency and Computation: Practice and Experience.
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Jan, M.A., Nanda, He, X.S. & Liu, R.P. 2017, 'A Sybil Attack Detection Scheme for a Forest Wildfire Monitoring Application', Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications.
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Jiang, Y., Tsai, P., Yeh, W.C. & Cao, L. 2017, 'A honey-bee-mating based algorithm for multilevel image segmentation using Bayesian theorem', Applied Soft Computing Journal, vol. 52, pp. 1181-1190.
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Li, J., Deng, C., Xu, R.Y.D., Tao, D. & Zhao, B. 2017, 'Robust Object Tracking with Discrete Graph-Based Multiple Experts', IEEE Transactions on Image Processing, vol. 26, no. 6, pp. 2736-2750.
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Li, J., Mei, X., Prokhorov, D. & Tao, D. 2017, 'Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 3, pp. 690-703.
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Li, J., Meng, Z., Huang, M. & Zhang, K. 2017, 'An interactive visualization approach to the overview of geoscience data', Journal of Visualization, vol. 20, no. 3, pp. 433-451.
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Li, X., Lu, Q., Dong, Y. & Tao, D. 2017, 'SCE: A Manifold Regularized Set-Covering Method for Data Partitioning', IEEE Transactions on Neural Networks and Learning Systems.
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Li, Y., Tian, X., Liu, T. & Tao, D. 2017, 'On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning', IEEE Transactions on Neural Networks and Learning Systems.
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Ling, S.H., San, P.P., Lam, H.K. & Nguyen, H.T. 2017, 'Hypoglycemia detection: multiple regression-based combinational neural logic approach', Soft Computing, vol. 21, no. 2, pp. 543-553.
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Liu, B., Xiao, Y. & Cao, L. 2017, 'SVM-based multi-state-mapping approach for multi-class classification', Knowledge-Based Systems.
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Liu, F., Gong, C., Zhou, T., Fu, K., He, X.S. & Yang, J. 2017, 'Visual Tracking via Nonnegative Multiple Coding', IEEE Transactions on Multimedia.
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Liu, H., Wu, J., Liu, T., Tao, D. & Fu, Y. 2017, 'Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence', IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 5, pp. 1129-1143.
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Liu, Q., Deng, J., Yang, J., Liu, G. & Tao, D. 2017, 'Adaptive cascade regression model for robust face alignment', IEEE Transactions on Image Processing, vol. 26, no. 2, pp. 797-807.
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Liu, Q., Sun, Y., Wang, C., Liu, T. & Tao, D. 2017, 'Elastic net hypergraph learning for image clustering and semi-supervised classification', IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 452-463.
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Liu, T., Gong, M. & Tao, D. 2017, 'Large-Cone Nonnegative Matrix Factorization', IEEE Transactions on Neural Networks and Learning Systems.
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Liu, T., Tao, D., Song, M. & Maybank, S. 2017, 'Algorithm-Dependent Generalization Bounds for Multi-Task Learning.', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, no. 2, pp. 227-241.
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Liu, W. & Huang, J. 2017, 'Adaptive leader-following consensus for a class of higher-order nonlinear multi-agent systems with directed switching networks', Automatica, vol. 79, pp. 84-92.
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Liu, W., Chen, X., Yang, J. & Wu, Q. 2017, 'Robust Color Guided Depth Map Restoration', IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 315-327.
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Liu, W., Chen, X., Yang, J. & Wu, Q. 2017, 'Variable Bandwidth Weighting for Texture Copy Artifacts Suppression in Guided Depth Upsampling', IEEE Transactions on Circuits and Systems for Video Technology.
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Liu, Y., Peng, H., Wong, L. & Li, J. 2017, 'High-speed and high-ratio referential genome compression.', Bioinformatics.
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Lu, J., Xuan, J., Zhang, G., Xu, Y.D. & Luo, X. 2017, 'Bayesian Nonparametric Relational Topic Model through Dependent Gamma Processes', IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 7, pp. 1357-1369.
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Luckett, T., Chenoweth, L., Phillips, J., Brooks, D., Cook, J., Mitchell, G., Pond, D., Davidson, P., Beattie, E., Luscombe, G., Goodall, S., Fischer, T. & Agar, M. 2017, 'A facilitated approach to family case conferencing for people with advanced dementia living in nursing homes: Perceptions of Palliative Care Planning Coordinators and other health professionals in the IDEAL Study', International Psychogeriatrics.

Lv, L., Fan, S., Huang, M., Huang, W. & Yang, G. 2017, 'Golden Rectangle Treemap', Journal of Physics: Conference Series, vol. 787, no. 1, pp. 1-6.
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Maneze, D., Ramjan, L., DiGiacomo, M., Everett, B., Davidson, P.M. & Salamonson, Y. 2017, 'Negotiating health and chronic illness in Filipino-Australians: A qualitative study with implications for health promotion', Ethnicity and Health, pp. 1-18.
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McDonagh, J., Martin, L., Ferguson, C., Jha, S., Macdonald, P., Davidson, P. & Newton, P. 2017, 'Frailty assessment instruments in heart failure: a systematic review.', European Journal of Cardiovascular Nursing.
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Meng, X., Cao, L., Zhang, X. & Shao, J. 2017, 'Top-k coupled keyword recommendation for relational keyword queries', Knowledge and Information Systems, vol. 50, no. 3, pp. 883-916.
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Mirtalaie, M.A., Hussain, O.K., Chang, E. & Hussain, F.K. 2017, 'A decision support framework for identifying novel ideas in new product development from cross-domain analysis', Information Systems, vol. 69, pp. 59-80.
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Naik, G.R., Al-Ani, A., Gobbo, M. & Nguyen, H.T. 2017, 'Does Heel Height Cause Imbalance during Sit-to-Stand Task: Surface EMG Perspective', Frontiers in Physiology, vol. 8, pp. 1-20.
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Nguyen, H., Liu, W. & Chen, F. 2017, 'Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data', IEEE Transactions on Big Data, vol. 3, no. 2, pp. 169-180.
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Pan, S., Wu, J., Zhu, X., Long, G. & Zhang, C. 2017, 'Boosting for graph classification with universum', Knowledge and Information Systems, vol. 50, no. 1, pp. 53-77.
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Pan, S., Wu, J., Zhu, X., Long, G. & Zhang, C. 2017, 'Task Sensitive Feature Exploration and Learning for Multitask Graph Classification', IEEE Transactions on Cybernetics, vol. 47, no. 3, pp. 744-758.
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Peng, H., Lan, C., Zheng, Y., Hutvagner, G., Tao, D. & Li, J. 2017, 'Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite.', BMC Bioinformatics, vol. 18, no. 1, p. 193.
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Prichard, R., Hayward, C., Davidson, P., Newton, P., Goodall, S. & Kershaw, L. 2017, 'Left ventricular device implantation impacts on hospitalisation rates, length of stay and out of hospital time', Heart, Lung and Circulation.

Qiao, M., Liu, L., Yu, J., Xu, C. & Tao, D. 2017, 'Diversified dictionaries for multi-instance learning', Pattern Recognition, vol. 64, pp. 407-416.
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Rao, A., Newton, P., DiGiacomo, M., Hickman, L., Hwang, C. & Davidson, P. 2017, 'Optimal gender specific strategies for the secondary prevention of cardiovascular disease in women: a systematic review', Journal of Cardiopulmonary Rehabilitation and Prevention.

Ren, J., Song, J., Ellis, J. & Li, J. 2017, 'Staged heterogeneity learning to identify conformational B-cell epitopes from antigen sequences.', BMC Genomics, vol. 18, no. Suppl 2, p. 113.
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Rihari-Thomas, J., DiGiacomo, M., Phillips, J., Newton, P. & Davidson, P.M. 2017, 'Clinician Perspectives of Barriers to Effective Implementation of a Rapid Response System in an Academic Health Centre: A Focus Group Study', International Journal of Health Policy and Management, vol. 6, no. 8, pp. 447-456.
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Shehab, S., Allida, S.M., Davidson, P.M., Newton, P.J., Robson, D., Jansz, P.C. & Hayward, C.S. 2017, 'Right Ventricular Failure Post LVAD Implantation Corrected with Biventricular Support: An In Vitro Model.', ASAIO Journal, vol. 63, no. 1, pp. 41-47.
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Shishehgar, S., Gholizadeh, L., DiGiacomo, M., Green, A. & Davidson, P.M. 2017, 'Health and socio-cultural experiences of refugee women: An integrative review', The Journal of Immigrant and Minority Health, vol. 19, no. 4, pp. 959-973.
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Smith, T.A., Disler, R.T., Jenkins, C.R., Ingham, J.M. & Davidson, P.M. 2017, 'Perspectives on advance care planning among patients recently requiring non-invasive ventilation for acute respiratory failure: A qualitative study using thematic analysis.', Palliative Medicine, vol. 31, no. 6, pp. 566-574.
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Stoianoff, N.P. & Walpole, M. 2017, 'Tax and the environment: an evaluation framework for tax policy reform - group Delphi study', Australian Tax Forum: a journal of taxation policy, law and reform, vol. 31, pp. 693-716.

Tao, D., Tao, D., Li, X. & Gao, X. 2017, 'Large sparse cone non-negative matrix factorization for image annotation', ACM Transactions on Intelligent Systems and Technology, vol. 8, no. 3.
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Tian, D. & Tao, D. 2017, 'Global Hashing System for Fast Image Search', IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 49-89.
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Usman, M., Jan, M.A. & He, X.S. 2017, 'Cryptography-Based Secure Data Storage and Sharing Using HEVC and Public Clouds', Information Sciences, vol. 387, pp. 90-102.
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Virdun, C., Luckett, T., Lorenz, K., Davidson, P.M. & Phillips, J. 2017, 'Dying in the hospital setting: A meta-synthesis identifying the elements of end-of-life care that patients and their families describe as being important.', Palliat Med, vol. 31, no. 7, pp. 587-601.
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Walczak, A., Butow, P.N., Tattersall, M.H.N., Davidson, P.M., Young, J., Epstein, R.M., Costa, D.S.J. & Clayton, J.M. 2017, 'Encouraging early discussion of life expectancy and end-of-life care: A randomised controlled trial of a nurse-led communication support program for patients and caregivers', International Journal of Nursing Studies, vol. 67, pp. 31-40.
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Wang, H., Wu, J., Pan, S., Zhang, P. & Chen, L. 2017, 'Towards large-scale social networks with online diffusion provenance detection', Computer Networks, vol. 114, pp. 154-166.
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Wang, H., Zhang, P., Zhu, X., Tsang, I.W.H., Chen, L., Zhang, C. & Wu, X. 2017, 'Incremental Subgraph Feature Selection for Graph Classification', IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 1, pp. 128-142.
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Wang, J.J.J., Bartlett, M. & Ryan, L. 2017, 'Non-ignorable missingness in logistic regression.', Stat Med, vol. 36, no. 19, pp. 3005-3021.
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Wang, J.J.J., Bartlett, M. & Ryan, L. 2017, 'On the impact of nonresponse in logistic regression: application to the 45 and Up study.', BMC Med Res Methodol, vol. 17, no. 1, p. 80.
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Wang, R., Liu, T. & Tao, D. 2017, 'Multiclass Learning With Partially Corrupted Labels', IEEE Transactions on Neural Networks and Learning Systems.
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Wang, W., Yin, H., Chen, L., Sun, Y., Sadiq, S. & Zhou, X. 2017, 'ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation', ACM Transactions on Intelligent Systems and Technology, vol. 8, no. 3.
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Wei, L., Xiong, X., Zhang, W., He, X.T. & Zhang, Y. 2017, 'The effect of genetic algorithm learning with a classifier system in limit order markets', Engineering Applications of Artificial Intelligence.
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Wu, J., Pan, S., Zhu, X., Zhang, C. & Wu, X. 2017, 'Positive and Unlabeled Multi-Graph Learning', IEEE Transactions on Cybernetics, vol. 47, no. 4, pp. 818-829.
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Wu, Z., Lei, L., Li, G., Huang, H., Zheng, C., Chen, E. & Xu, G. 2017, 'A topic modeling based approach to novel document automatic summarization', Expert Systems with Applications, vol. 84, pp. 12-23.
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Wu, Z., Zhu, H., Li, G., Cui, Z., Huang, H., Li, J., Chen, E. & Xu, G. 2017, 'An efficient Wikipedia semantic matching approach to text document classification', Information Sciences, vol. 393, pp. 15-28.
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Xiong, W., Zhang, L., Du, B. & Tao, D. 2017, 'Combining local and global: Rich and robust feature pooling for visual recognition', Pattern Recognition, vol. 62, pp. 225-235.
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Xu, G., Hu, L., Cao, L. & Cao, J. 2017, 'Improving the Quality of Recommendations for Users and Items in the Tail of Distribution', ACM Transactions on Information Systems, vol. 35, no. 3.
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Xu, Z., Tao, D., Huang, S. & Zhang, Y. 2017, 'Friend or Foe: Fine-Grained Categorization with Weak Supervision', IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 135-146.
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Yao, Y., Zhang, J., Shen, F., Hua, X., Xu, J. & Tang, Z. 2017, 'A new web-supervised method for image dataset constructions', Neurocomputing, vol. 236, pp. 23-31.
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Yao, Y., Zhang, J., Shen, F., Hua, X., Xu, J. & Tang, Z. 2017, 'Exploiting Web Images for Dataset Construction: A Domain Robust Approach', IEEE Transactions on Multimedia, vol. 19, no. 8, pp. 1771-1784.
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Yu, J., Yang, X., Gao, F. & Tao, D. 2017, 'Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking', IEEE Transactions on Cybernetics.
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Zeng, K., Yu, J., Wang, R., Li, C. & Tao, D. 2017, 'Coupled Deep Autoencoder for Single Image Super-Resolution', IEEE Transactions on Cybernetics, vol. 47, no. 1, pp. 27-37.
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Zhang, C., Du, L. & Tao, D. 2017, 'LSV-based tail inequalities for sums of random matrices', Neural Computation, vol. 29, no. 1, pp. 247-262.
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Zhang, K., Tao, D., Gao, X., Li, X. & Li, J. 2017, 'Coarse-to-Fine Learning for Single-Image Super-Resolution', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 5, pp. 1109-1122.
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Zhang, S., Lan, X., Yao, H., Zhou, H., Tao, D. & Li, X. 2017, 'A Biologically Inspired Appearance Model for Robust Visual Tracking', IEEE Transactions on Neural Networks and Learning Systems.
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Zhang, T., Jia, W., He, X.S. & Yang, J. 2017, 'Discriminative Dictionary Learning with Motion Weber Local Descriptor for Violence Detection', IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 3, pp. 696-709.
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Zhang, T., Jia, W., Yang, B., Yang, J., He, X. & Zheng, Z. 2017, 'MoWLD: a robust motion image descriptor for violence detection', Multimedia Tools and Applications, vol. 76, no. 1, pp. 1419-1438.
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Zhang, Y., Su, S., Savkin, A., Celler, B. & Nguyen, H. 2017, 'Multiloop Integral Controllability Analysis for Nonlinear Multiple-Input Single-Output Processes', Industrial and Engineering Chemistry Research, vol. 56, no. 28, pp. 8054-8065.
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Zhao, L., Chen, Q., Li, W., Jiang, P., Wong, L. & Li, J. 2017, 'MapReduce for accurate error correction of next-generation sequencing data.', Bioinformatics.
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Zhao, Y., Di, H., Zhang, J., Lu, Y., Lv, F. & Li, Y. 2017, 'Region-based Mixture Models for human action recognition in low-resolution videos', Neurocomputing.
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Zuo, Y., Wu, Q., Zhang, J. & An, P. 2017, 'Explicit Edge Inconsistency Evaluation Model for Color-guided Depth Map Enhancement', IEEE Transactions on Circuits and Systems for Video Technology.
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Zwar, N., Hermiz, O., Halcomb, E., Davidson, P. & Bodenheimer, T. 2017, 'Improving blood pressure control in general practice: A pilot study of the ImPress intervention', Australian Family Physician, vol. 46, no. 5, pp. 306-311.
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Conferences

Agrawal, S. & Williams, M.A. 2017, 'Robot authority and human obedience: A study of human behaviour using a robot security guard', ACM/IEEE International Conference on Human-Robot Interaction, pp. 57-58.
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aldebei, K., Farhood, H., Jia, W., Nanda, P. & He, X. 2017, 'Sequential and Unsupervised Document Authorial Clustering Based on Hidden Markov Model', Trustcom/BigDataSE/ICESS.2017, IEEE TrustCom2017, Sydney.
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Alkalbani, A.M., Gadhvi, L., Patel, B., Hussain, F.K., Ghamry, A.M. & Hussain, O.K. 2017, 'Analysing cloud services reviews using opining mining', Proceedings - International Conference on Advanced Information Networking and Applications, AINA, pp. 1124-1129.
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Candra, H., Yuwono, M., Chai, R., Nguyen, H.T. & Su, S. 2017, 'EEG Emotion Recognition using Reduced Channel Wavelet Entropy and Average Wavelet Coefficient Features with Normal Mutual Information Method', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 463-466.
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Chai, R., Naik, G.R., Ling, S.H., Tran, Y., Craig, A. & Nguyen, H.T. 2017, 'Channels Selection using Independent Component Analysis and Scalp Map Projection for EEG-based Driver Fatigue Classification', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 1808-1811.
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Chen, W., Liu, G., Su, S., Jiang, Q. & Nguyen, H.T. 2017, 'A CHF Detection Method based on Deep Learning with RR Intervals', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 3369-3472.
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Guo, K., Candra, H., Yu, H., Li, H., Nguyen, H.T. & Su, S. 2017, 'EEG-based Emotion Classification using Innovative Features and Combined SVM and HMM Classifier', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 489-492.
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Ho-Le, T.P., Center, J.R., Eisman, J.A., Nguyen, T.V. & Nguyen, H.T. 2017, 'Prediction of Hip Fracture in Post-menopausal Women using Artificial Neural Network Approach', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 4207-4210.
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Hussain, W., Farookh Hussain & Omar Hussain 2016, 'Risk Management Framework to Avoid SLA Violation in Cloud from a Provider’s Perspective', Advances on P2P, Parallel, Grid, Cloud and Internet Computing, Advances on P2P, Parallel, Grid, Cloud and Internet Computing, Springer International Publishing, Asan, Korea, pp. 233-241.
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Jiahui, G., Bin, Y., Xu, G., Zhenglu, Y. & Jin-Mao, W. 2017, 'An Enhanced Convolutional Neural Network Model for Answer Selection', 26th International World Wide Web Conference, Perth, Western Australia.
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Kim, J., Shim, K., Cao, L., Lee, J.G., Lin, X. & Moon, Y.S. 2017, 'Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia Conference, PAKDD 2017 Jeju, South Korea, May 23–26, 2017 Proceedings, Part I', Lecture Notes in Computer Science, Springer Verlag (Germany).
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Kim, J., Shim, K., Cao, L., Lee, J.G., Lin, X. & Moon, Y.S. 2017, 'Advances in knowledge discovery and data mining: 21st Pacific-Asia conference, PAKDD 2017 Jeju, South Korea, may 23–26, 2017 proceedings, part II', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
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Li, Q., Tan, Z., Jamdagni, A., Nanda, P., He, X. & Han, W. 2017, 'An Intrusion Detection System Based on Polynomial Feature Correlation Technique', 2017 IEEE Trustcom/BigDataSE/ICESS, 2017 IEEE Trustcom/BigDataSE/ICESS, IEEE Computer Society, Sydney, pp. 978-983.
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Li, Y. & Tao, D. 2017, 'Online Semi-Supervised Multi-Task Distance Metric Learning', IEEE International Conference on Data Mining Workshops, ICDMW, pp. 474-479.
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Li, Y., Tian, X. & Tao, D. 2017, 'Regularized large margin distance metric learning', Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1015-1022.
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Liu, L. & Tao, D. 2017, 'Sublinear dual coordinate ascent for regularized loss minimization', Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1065-1070.
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Liu, S., Pang, N., Xu, G. & Liu, H. 2017, 'Collaborative Filtering via Different Preference Structures', The 10th International Conference on Knowledge Science, Engineering and Management, Springer, Melbourne, Australia.
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Ly, Q.T., Handojoseno, A.M.A., Gilat, M., Chai, R., Marten, K.A.E., Georgiades, M., Naik, G.R., Tran, Y., Lewis, S.J.G. & Nguyen, H.T. 2017, 'Detection of Gait Initiation Failure in Parkinson’s Disease based on Wavelet Transform and Support Vector Machine', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 3048-3051.
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Ly, Q.T., Handojoseno, A.M.A., Gilat, M., Chai, R., Martens, K.A.E., Georgiades, M., Naik, G.R., Tran, Y., Lewis, S.J.G. & Nguyen, H.T. 2017, 'Detection of Turning Freeze in Parkinson’s Disease based on S-Transform Decomposition of EEG Signals', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 3044-3047.
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Naik, G.R., Pratihast, M., Chai, R., Al-Ani, A., Acharyya, A. & Nguyen, H.T. 2017, 'Differences in Lower Limb Muscle Activation Patterns during Sit to Stand Task for Different Heel Heights', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 2486-2489.
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Nanda, A., Nanda, P., He, X., Jamdagni, A. & Puthal, D. 2017, 'Secure-GLOR: An Adaptive Secure Routing Protocol for Dynamic Wireless Mesh Networks', 2017 IEEE Trustcom/BigDataSE/ICESS, 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-17), IEEE Computer Society, Sydney, pp. 269-276.
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Novianto, R. & Williams, M.A. 2017, 'Emotion in robot decision making', Advances in Intelligent Systems and Computing, pp. 221-232.
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Ojha, S. & Williams, M.-.A. 2017, 'Emotional Appraisal : A Computational Perspective', Fifth Annual Conference on Advances in Cognitive Systems, Troy, USA.
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Ojha, S., Vitale, J. & Williams, M.-.A. 2017, 'A Domain-Independent Approach of Cognitive Appraisal Augmented by Higher Cognitive Layer of Ethical Reasoning', Annual Meeting of the Cognitive Science Society, London, pp. 2833-2838.
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Pham, P.G., Huang, M. & Nguyen, Q. 2017, 'Interactive Data Exploration through Multiple Visual Contexts with Different Data Models and Dimensions', Proccdings of 21st International Conference Information Visualisation, 2017 21st International Conference Information Visualisation, IEEE CPS, London, UK, pp. 84-89.
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Roxby, D.N., Ting, S. & Nguyen, H.T. 2017, 'Polypyrrole RVC Biofuel Cells for Powering Medical Implants', 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Jeju Island, Korea, pp. 779-782.
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Run-ze, W., Xu, G., Enhong, C., Qi, L. & Ng, W. 2017, 'Knowledge or Gaming? Cognitive Modelling Based on Multiple-Attempt Response', 26th International World Wide Web Conference, 2017, Perth, Western Australia, pp. 321-329.
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Tonkin, M., Vitale, J., Ojha, S., Williams, M.-.A., Fuller, P., Judge, W. & Wang, X. 2017, 'Would You Like to Sample? Robot Engagement in a Shopping Centre', International Symposium on Robot and Human Interactive Communication, Lisbon, Portugal.
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Umair, A., Nanda, P. & He, X. 2017, 'Online Social Network Information Forensics', Trustcom/BigDataSE/ICESS.2017, IEEE TructCom2017, IEEE Compuer Society, Sydney.
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Van Kha Ly Ha, Chai, R. & Nguyen, H.T. 2017, 'Real-Time WebRTC-Based Design for a Telepresence Wheelchair', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 2676-2679.
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van Rijmenam, M., Erekhinskaya, T., Schweitzer, J. & Williams, M.A. 2017, 'How Big Data Analytics Changes the Practice of Strategy When Navigating Times of Disruptive Innovation', Transforming Entrepreneurial - Thinking into Dynamic Capabilities, Strategic Management Society (SMS) Special Conference, Banff, Alberta, Canada.
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Wang, D., Xu, G.U.A.N.D.O.N.G. & Deng, S. 2017, 'Music recommendation via heterogeneous information graph embedding', International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, Alaska, USA.
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Xiong, W., Du, B., Zhang, L., Hu, R. & Tao, D. 2017, 'Regularizing deep convolutional neural networks with a structured decorrelation constraint', Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 519-528.
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Xu, G., Yueqing, S., Lin, L., Zhongwei, X., Qing, X. & Xin, L. 2017, 'DASFAA', International Conference on Database Systems for Advanced Applications, Suzhou, China.
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Ye, L., Argha, A., Celler, B.G., Zhang, Y., Nguyen, H.T. & Su, S. 2017, 'Non-parametric Modelling of VO2 Response to Excercise', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 1525-1528.
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Yu, H., Guo, K., Luo, J., Cao, K., Nguyen, H.T. & Su, S. 2017, 'The Classification for Equilibrium Triad Sensory Loss based on sEMG Signals of Calf Muscles', Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), IEEE, Jeju Island, Korea, pp. 2143-2145.
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Yueqing, S., Lin, L., Zhongwei, X., Qing, X., Xin, L. & Xu, G. 2017, 'Co-training an Improved Recurrent Neural Network with Probability Statistic Models for Named Entity Recognition', The 22nd International Conference on Database Systems for Advanced Applications, Suzhou, China.
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Yuqiang, H., Yao, W., Liang, C., Xu, G. & Jian, W. 2017, 'Exploiting Geographical Location for Team Formation in Social Coding Sites', The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining, Jeju Island, Korea.
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Zhao, Y., You, X., Wei, Y., Yin, S., Tao, D. & Cheung, Y.M. 2017, 'Multi-view latent space learning based on local discriminant embedding', Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016, pp. 225-230.
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Zhou, Z., Xu, G.U.A.N.G.D.O.N.G., Zhu, W., Li, J. & Zhang, W. 2017, 'Structure embedding for knowledge base completion and analytics.', International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, Alaska, USA.
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Zhu, X. & Xu, G. 2017, 'Applying Visual Analytics on Traditional Data Mining Process: Quick Prototype, Simple Expertise Transformation, and Better Interpretation', Proceedings - 4th International Conference on Enterprise Systems: Advances in Enterprise Systems, ES 2016, pp. 208-213.
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Reports

Vitale, J., Tonkin, M., Ojha, S., Williams, M.-.A., Wang, X. & Judge, W. 2017, Privacy by Design in Machine Learning Data Collection: A User Experience Experimentation.

Other

Aliyev, N. & He, X. 2017, 'Ambiguous market making', SSRN.

He, X., Li, K. & Shi, L. 2017, 'Social interactions, stochastic volatility, and momentum', SSRN.

He, X.Z. & Li, Y. 2017, 'The adaptiveness in stock markets: testing the stylized facts in the DAX 30'.
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