Real-time query processing over multi-dimensional uncertain data streams

Project Member(s): Zhang, Y.

Funding or Partner Organisation: Australian Research Council (ARC DECRA Scheme)

Start year: 2014

Publications:

Wang, X, Qin, L, Lin, X, Zhang, Y & Chang, L 2019, 'Leveraging set relations in exact and dynamic set similarity join.', VLDB J., vol. 28, no. 2, pp. 267-292.
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Wang, X, Qin, L, Lin, X, Zhang, Y & Chang, L 2017, 'Leveraging Set Relations in Exact Set Similarity Join.', Proc. VLDB Endow., vol. 10, no. 9, pp. 925-936.
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Wang, X, Zhang, Y, Zhang, W & Lin, X 2017, 'Efficient Distance-Aware Influence Maximization in Geo-Social Networks', IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 3, pp. 599-612.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Chen, C 2017, 'Bring Order into the Samples: A Novel Scalable Method for Influence Maximization', IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 2, pp. 243-256.
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Zhang, F, Zhang, W, Zhang, Y, Qin, L & Lin, X 2017, 'OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks.', Proc. VLDB Endow., vol. 10, no. 6, pp. 649-660.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Chen, C 1970, 'Bring Order into the Samples: A Novel Scalable Method for Influence Maximization (Extended Abstract)', 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 2017 IEEE 33rd International Conference on Data Engineering (ICDE), IEEE, San Diego, CA, pp. 55-56.
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Yang, J, Zhang, W, Yang, S, Zhang, Y & Lin, X 1970, 'TT-Join: Efficient Set Containment Join', 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 2017 IEEE 33rd International Conference on Data Engineering (ICDE), IEEE, San Diego, CA, USA, pp. 509-520.
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Zhang, Y, Yu, JX, Zhang, Y & Qin, L 1970, 'A Fast Order-Based Approach for Core Maintenance.', ICDE, International Conference on Data Engineering, IEEE Computer Society, Piscataway, USA, pp. 337-348.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Huang, Z 2016, 'Top-k Spatial-keyword Publish/Subscribe Over Sliding Window', VLDB Journal, vol. 26, no. 3, pp. 301-326.
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Zhang, F, Zhang, Y, Qin, L, Zhang, W & Lin, X 2016, 'When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks', Proceedings of the VLDB Endowment, vol. 10, no. 10, pp. 998-1009.
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Lai, L, Qin, L, Lin, X, Zhang, Y & Chang, L 1970, 'Scalable Distributed Subgraph Enumeration.', Proc. VLDB Endow., International Conference on Very Large Databases, VLDB Endowment, Munich, Germany, pp. 217-228.
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Zhan, L, Zhang, Y, Zhang, W & Lin, X 2015, 'Finding Top <bold><inline-formula><tex-math>$k$</tex-math><alternatives> <inline-graphic xlink:type='simple' xlink:href='zhang-ieq1-2457899.gif'/></alternatives></inline-formula></bold> Most Influential Spatial Facilities over Uncertain Objects', IEEE Transactions on Knowledge and Data Engineering, vol. 27, no. 12, pp. 3289-3303.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Wang, W 1970, 'AP-Tree: Efficiently support continuous spatial-keyword queries over stream', 2015 IEEE 31st International Conference on Data Engineering, 2015 IEEE 31st International Conference on Data Engineering (ICDE), IEEE, Seoul, Korea, pp. 1107-1118.
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FOR Codes: Information and Communication Services, Artificial Intelligence and Image Processing, Query processing and optimisation