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Publications

Chapters

Dieci, R. & He, X.T. 2018, 'Heterogeneous Agent Models in Finance' in Hommes, C. & LeBaron, B. (eds), Handbook of Computational Economics, Elsevier.

Journal articles

Alshehri, M.D., Hussain, F. & Hussain, O. 2018, 'Clustering-Driven Intelligent Trust Management Methodologyfor the Internet of Things (CITM-IoT)', Mobile Networks and Applications, vol. 23.
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Bargi, A., Xu, Y.D. & Piccardi, M. 2018, 'AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data', IEEE Transactions on Neural Networks and Learning Systems, pp. 1-16.
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Chi, L., Li, B., Zhu, X., Pan, S. & Chen, L. 2018, 'Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts.', IEEE transactions on cybernetics, vol. 48, no. 5, pp. 1591-1604.
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Chotipant, S., Hussain, F.K. & Hussain, O.K. 2018, 'SERNOTATE: An automated approach for business service description annotation for efficient service retrieval and composition', Concurrency Computation, vol. 30, no. 1.
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Cui, L., Wu, J., Pi, D., Zhang, P. & Kennedy, P. 2018, 'Dual Implicit Mining-Based Latent Friend Recommendation', IEEE Transactions on Systems, Man, and Cybernetics: Systems.
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Dai, M., Cheng, S., He, X. & Wang, D. 2018, 'Object tracking in the presence of shaking motions', Neural Computing and Applications, pp. 1-18.
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Deng, C., Liu, X., Li, C. & Tao, D. 2018, 'Active multi-kernel domain adaptation for hyperspectral image classification', Pattern Recognition.
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Fan, M., Zhang, X., Du, L., Chen, L. & Tao, D. 2018, 'Semi-Supervised Learning Through Label Propagation on Geodesics', IEEE Transactions on Cybernetics, vol. 48, no. 5, pp. 1486-1499.
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Feng, X.I.A.N.G., Wan, W., Richard Yi Da Xu, Chen, H., Li, P. & Sánchez, J.A. 2018, 'A perceptual quality metric for 3D triangle meshes based on spatial pooling', Frontiers of Computer Science.
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Gong, C., Liu, T., Tang, Y., Yang, J., Yang, J. & Tao, D. 2018, 'A Regularization Approach for Instance-Based Superset Label Learning.', IEEE Transactions on Cybernetics, vol. 48, no. 3, pp. 967-978.
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Green, A., Luckett, T., Abbott, P., DiGiacomo, M., Delaney, P., Delaney, J. & Davidson, P.M. 2018, 'A framework for an asset-informed approach to service mapping', Nurse Researcher, vol. 25, no. 3, pp. 19-25.
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Gu, K., Tao, D., Qiao, J.F. & Lin, W. 2018, 'Learning a No-Reference Quality Assessment Model of Enhanced Images with Big Data', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 4, pp. 1301-1313.
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Guo, F., Wang, W., Shen, J., Shao, L., Yang, J., Tao, D. & Tang, Y.Y. 2018, 'Video Saliency Detection Using Object Proposals', IEEE Transactions on Cybernetics.
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Guo, K., Liu, L., Xu, X., Xu, D. & Tao, D. 2018, 'GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy', IEEE Transactions on Neural Networks and Learning Systems.
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He, X., He, Z. & Zhu, X. 2018, 'Editorial Notes', Economic Modelling.
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He, X.Z., Li, K. & Li, Y. 2018, 'Asset allocation with time series momentum and reversal', Journal of Economic Dynamics and Control.
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Hua, J., Huang, M. & Wang, G. 2018, 'Applying Data Visualization Techniques for Stock Relationship Analysis', Filomat.

Hua, J., Huang, M. & Wang, G. 2018, 'Graph Layout Performance Comparisons of Force-directed Algorithms', International Journal of Performability Engineering.

Huque, M.H., Anderson, C., Walton, R., Woolford, S. & Ryan, L. 2018, 'Smooth individual level covariates adjustment in disease mapping.', Biometrical journal. Biometrische Zeitschrift, vol. 60, no. 3, pp. 597-615.
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Hussain, W., Hussain, F.K., Hussain, O., Bagia, R. & Chang, E. 2018, 'Risk-based framework for SLA violation abatement from the cloud service provider’s perspective', The Computer Journal.
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Jan, M.A., Nanda, He, X.S. & Liu, R.P. 2018, '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, vol. 80, pp. 613-626.
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Ji, K., Chen, Z., Sun, R., Ma, K., Yuan, Z. & Xu, G. 2018, 'GIST: A generative model with individual and subgroup-based topics for group recommendation', Expert Systems with Applications, vol. 94, pp. 81-93.
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Kang, G., Li, J. & Tao, D. 2018, 'Shakeout: A New Approach to Regularized Deep Neural Network Training', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 5, pp. 1245-1258.
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Kusakunniran, W., Wu, Q., Ritthipravat, P. & Zhang, J. 2018, 'Hard exudates segmentation based on learned initial seeds and iterative graph cut.', Computer methods and programs in biomedicine, vol. 158, pp. 173-183.
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Li, L., Liu, Z. & Zhang, J. 2018, 'Unsupervised image co-segmentation via guidance of simple images', Neurocomputing, vol. 275, pp. 1650-1661.
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Li, X., Liu, K., Dong, Y. & Tao, D. 2018, 'Patch Alignment Manifold Matting', IEEE Transactions on Neural Networks and Learning Systems.
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Li, X., Lu, Q., Dong, Y. & Tao, D. 2018, 'SCE: A Manifold Regularized Set-Covering Method for Data Partitioning', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 5, pp. 1760-1773.
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Li, Y., Tian, X., Liu, T. & Tao, D. 2018, 'On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 5, pp. 1975-1985.
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Liu, Y., Lan, C., Blumenstein, M. & Li, J. 2018, 'Bi-level error correction for PacBio long reads', IEEE/ACM Transactions on Computational Biology and Bioinformatics.
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Luo, Y., Wen, Y. & Tao, D. 2018, 'Heterogeneous Multitask Metric Learning Across Multiple Domains', IEEE Transactions on Neural Networks and Learning Systems.
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Manzoor, M., Hussain, W., Sohaib, O., Hussain, F.K. & Alkhalaf, S. 2018, 'Methodological investigation for enhancing the usability of university websites', Journal of Ambient Intelligence and Humanized Computing, pp. 1-19.
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Mei, T., Li, L., Tian, X., Tao, D. & Ngo, C.W. 2018, 'PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages', IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 1, pp. 254-266.
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Nawaz, F., Janjua, N.K., Hussain, O.K., Hussain, F.K., Chang, E. & Saberi, M. 2018, 'Event-driven approach for predictive and proactive management of SLA violations in the Cloud of Things', Future Generation Computer Systems, vol. 84, pp. 78-97.
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Pham, P. & Huang, M. 2018, 'Quantitative Approach on Parallel Coordinates andScatter Plots for Multidimensional-Data Visual Analytics', Journal of computers, vol. 13, no. 4, pp. 407-416.
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Prichard, R., Hayward, C., Davidson, P., Newton, P., Goodall, S. & Kershaw, L. 2018, 'Left ventricular device implantation impacts on hospitalisation rates, length of stay and out of hospital time', Heart, Lung and Circulation, vol. 27, no. 6, pp. 708-715.
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Qiao, M., Yu, J., Bian, W., Li, Q. & Tao, D. 2018, 'Adapting Stochastic Block Models to Power-Law Degree Distributions', IEEE Transactions on Cybernetics.
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Shen, J., Liang, Z., Liu, J., Sun, H., Shao, L. & Tao, D. 2018, 'Multiobject Tracking by Submodular Optimization', IEEE Transactions on Cybernetics.
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Shen, X., Liu, T., Tao, D., Fan, Y., Zhang, J., Li, S., Jiang, J., Zhu, W., Wang, Y., Wang, Y., Brodaty, H., Sachdev, P. & Wen, W. 2018, 'Variation in longitudinal trajectories of cortical sulci in normal elderly.', NeuroImage, vol. 166, pp. 1-9.
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Shen, X., Tian, X., Liu, T., Xu, F. & Tao, D. 2018, 'Continuous Dropout', IEEE Transactions on Neural Networks and Learning Systems.
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Takalkar, M., Xu, M., Wu, Q. & Chaczko, Z. 2018, 'A survey: facial micro-expression recognition', Multimedia Tools and Applications, pp. 1-25.
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Usman, M., Jan, M.A., He, X. & Alam, M. 2018, 'Performance evaluation of High Definition video streaming over Mobile Ad Hoc Networks', Signal Processing, vol. 148, pp. 303-313.
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Usman, M., Yang, N., Jan, M.A., He, X., Xu, M. & Lam, K.M. 2018, 'A Joint Framework for QoS and QoE for Video Transmission over Wireless Multimedia Sensor Networks', IEEE Transactions on Mobile Computing.
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Wang, R., Liu, T. & Tao, D. 2018, 'Multiclass Learning With Partially Corrupted Labels', IEEE Transactions on Neural Networks and Learning Systems.
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Wang, S. & Cao, L. 2018, 'Inferring Implicit Rules by Learning Explicit and Hidden Item Dependency', IEEE Transactions on Systems Man and Cybernetics: Systems.
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Wang, Z. & Piccardi, M. 2018, 'Minimum-risk temporal alignment of videos', Multimedia Tools and Applications.
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Wright, S.T., Ryan, L.M. & Pham, T. 2018, 'A novel case-control subsampling approach for rapid model exploration of large clustered binary data.', Statistics in Medicine, vol. 37, no. 6, pp. 899-913.
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Wu, Z., Xu, G., Lu, C., Chen, E., Jiang, F. & Li, G. 2018, 'An effective approach for the protection of privacy text data in the CloudDB', World Wide Web, pp. 1-24.
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Xu, Z., Huang, S., Zhang, Y. & Tao, D. 2018, 'Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 5, pp. 1100-1113.
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Yang, X., Wang, M. & Tao, D. 2018, 'Person Re-Identification with Metric Learning Using Privileged Information', IEEE Transactions on Image Processing, vol. 27, no. 2, pp. 791-805.
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Yu, J., Hong, C., Rui, Y. & Tao, D. 2018, 'Multitask Autoencoder Model for Recovering Human Poses', IEEE Transactions on Industrial Electronics, vol. 65, no. 6, pp. 5060-5068.
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Zhang, Q., Liu, Y., Blum, R.S., Han, J. & Tao, D. 2018, 'Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review', Information Fusion, vol. 40, pp. 57-75.
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Zhang, Q., Wu, J., Zhang, Q., Zhang, P., Long, G. & Zhang, C. 2018, 'Dual influence embedded social recommendation', World Wide Web, vol. 21, no. 4, pp. 849-874.
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Zhao, Y., You, X., Yu, S., Xu, C., Yuan, W., Jing, X.Y., Zhang, T. & Tao, D. 2018, 'Multi-view manifold learning with locality alignment', Pattern Recognition, vol. 78, pp. 154-166.
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Zhu, F., Gao, J., Xu, C., Yang, J. & Tao, D. 2018, 'On Selecting Effective Patterns for Fast Support Vector Regression Training', IEEE Transactions on Neural Networks and Learning Systems.
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Zhu, M., He, B. & Wu, Q. 2018, 'Single Image Dehazing Based on Dark Channel Prior and Energy Minimization', IEEE Signal Processing Letters, vol. 25, no. 2, pp. 174-178.

Conferences

Liu, S., Xu, G., Zhu, X. & Zhou, Z. 2017, 'Towards Simplified Insurance Application via Sparse Questionnaire Optimization', International Conference on Behavioral, Economic, and Socio-Cultural Computing, IEEE, Poland.
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Nanda, A., Nanda, P., He, X., Puthal, D. & Jamdagni, A. 2018, 'A Novel Hybrid Authentication Model for Geo Location Oriented Routing in Dynamic Wireless Mesh Networks', Proceedings of the 51st Hawaii International Conference on System Sciences 2018, 51st Hawaii International Conference on System Sciences 2018, Hawaii, USA, pp. 5532-5541.
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Zhou, Z., Liu, S., Xu, G., Xie, X., Yin, J., Li, Y. & Zhang, W. 2018, 'Knowledge-based Recommendation with Hierarchical Collaborative Embedding', The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, Melbourne, Australia.
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Zhou, Z., Xu, G., Zhu, X. & Liu, S. 2017, 'Latent Factor Analysis for Low-dimensional Implicit Preference Prediction', International Conference on Behavioral, Economic, Socio-cultural Computing, IEEE, Poland.
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