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    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    Accepting PhD Students

    20142019
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    Research Output 2014 2019

    • 12 Conference contribution
    • 8 Article
    2019

    An Efficient Approach for Geo-Multimedia Cross-Modal Retrieval

    Zhu, L., Long, J., Zhang, C., Yu, W., Yuan, X. & Sun, L., 9 Sep 2019, In : IEEE Access.

    Research output: Contribution to journalArticle

    Open Access
    File
    Semantics
    Internet
    Location based services
    Feature extraction

    LSTM Learning with Bayesian and Gaussian Processing for Anomaly Detection in Industrial IoT

    Wu, D., Jiang, Z., Xie, X., Wei, X., Yu, W. & Li, R., 11 Nov 2019, In : IEEE Transactions on Industrial Informatics.

    Research output: Contribution to journalArticle

    Open Access
    File
    Processing
    Neural networks
    Time series
    Decision making
    Internet of things

    SimRank*: effective and scalable pairwise similarity search based on graph topology

    Yu, W., Lin, X., Zhang, W., Pei, J. & Mccann, J. A., 1 Jun 2019, In : VLDB Journal. 28, 3, p. 401-426 26 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Topology
    Data storage equipment
    Semantics
    Computational efficiency
    Scalability
    2018

    Dynamical SimRank search on time-varying networks

    Yu, W., Lin, X., Zhang, W. & McCann, J. A., 1 Feb 2018, In : VLDB Journal. 27, 1, p. 79–104 26 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Time varying networks
    Data storage equipment
    Singular value decomposition
    Factorization

    Efficient top K temporal spatial keyword search

    Zhang, C., Zhu, L., Yu, W., Long, J., Huang, F. & Zhao, H., 2018, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Revised Selected Papers. Springer, p. 80-92 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11154 LNAI).

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

    Open Access
    File
    Keyword Search
    Location based services
    Query
    Spatial Database
    Alternate

    Fast Exact CoSimRank Search on Evolving and Static Graphs

    Yu, W. & Wang, F., 10 Apr 2018, WWW '18 Proceedings of the 2018 World Wide Web Conference. ACM, p. 599-608

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

    Open Access
    File
    Topology
    Costs

    Finite-region stabilization via dynamic output feedback for 2-D Roesser models

    Hua, D., Wang, W., Yu, W. & Wang, Y., 24 Jan 2018, In : Mathematical Methods in the Applied Sciences.

    Research output: Contribution to journalArticle

    Open Access
    File
    Dynamic Output Feedback
    Stability Region
    Stabilization
    Feedback
    Finite-time Stability

    LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy

    Ren, X., Yu, C., Yu, W., Yang, S., Yang, X., McCann, J. A. & Yu, P. S., 1 Sep 2018, In : IEEE Transactions on Information Forensics and Security. 13, 9, p. 2151 - 2166 13 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Computational efficiency
    Communication
    Experiments
    2017

    High-dimensional crowdsourced data distribution estimation with local privacy

    Ren, X., Yu, C. M., Yu, W., Yang, S., Yang, X. & McCann, J., 10 Mar 2017, Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. IEEE, p. 226-233 8 p.

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

    Agglomeration
    Scalability
    Servers
    Experiments

    Random walk with restart over dynamic graphs

    Yu, W. & McCann, J., 2017, Proceedings: 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R. & et al (eds.). Piscataway, NJ (US): IEEE, p. 589-598 10 p. (Proceedings. IEEE International Conference on Data Mining).

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

    Open Access
    File
    Data storage equipment
    Scalability
    Dynamic models
    Decomposition
    Costs
    2016

    Adaptive edge analytics for distributed networked control of water systems

    Kartakis, S., Yu, W., Akhavan, R. & McCann, J., 19 May 2016, Proceedings : 2016 IEEE First International Conference on Internet-of-Things Design and Implementation, IoTDI 2016. Piscataway, NJ (US): IEEE, p. 72-82 11 p.

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

    Open Access
    File
    Water
    Edge detection
    Graph theory
    Communication
    Sensors
    2015

    Co-Simmate : quick retrieving all pairwise co-Simrank scores

    Yu, W. & McCann, J. A., 2015, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Short Papers). Association for Computational Linguistics, p. 327-334 8 p.

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

    Open Access
    File
    Decomposition
    Experiments

    Effectively positioning water loss event in smart water networks

    Yu, W. & McCann, J., 12 Nov 2015, The International Electronic Conference on Sensors and Applications (IECSA '15). 10 p. S7004

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

    Open Access
    Water
    Topology
    Sensors
    Network management
    Computational efficiency

    Efficient partial-pairs SimRank search on large graphs

    Yu, W. & McCann, J., 1 Jun 2015, In : Proceedings of the VLDB Endowment. 8, 5, p. 569-580 12 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Data storage equipment
    Hinges
    Seed
    Topology

    Fast all-pairs SimRank assessment on large graphs and bipartite domains

    Yu, W., Lin, X., Zhang, W. & McCann, J. A., 1 Jul 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 7, p. 1810-1823 14 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    Redundancy
    Differential equations
    Damping

    Gauging correct relative ranking on similarity search

    Yu, W. & McCann, J., 17 Oct 2015, CIKM '15 : Proceedings of the 24th ACM International on Conference on Information and Knowledge Management. New York, NY (US): ACM, p. 1791-1794 4 p.

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

    Open Access
    File
    Gaging

    High quality graph-based similarity search

    Yu, W. & McCann, J. A., 9 Aug 2015, SIGIR '15 : Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY (US): ACM, p. 83-93 11 p.

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

    Open Access
    File
    Semantics
    Data storage equipment
    Experiments
    2014

    Efficient processing node proximity via random walk with restart

    Lv, B., Yu, W., Wang, L. & McCann, J. A., 2014, Web Technologies and Applications: 16th Asia-Pacific Web Conference, APWeb 2014, Changsha, China, September 5-7, 2014. Proceedings. Chen, L., Jia, Y., Sellis, T. & Liu, G. (eds.). Cham (CH): Springer, p. 542-549 8 p. (Lecture Notes in Computer Science; vol. 8709).

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

    Open Access
    File
    Recommender systems
    Processing
    Factorization
    Image segmentation
    Particle accelerators

    Fast incremental SimRank on link-evolving graphs

    Yu, W., Lin, X. & Zhang, W., 2014, 30th IEEE International Conference on Data Engineering (IEEE ICDE '14). IEEE, p. 304-315 12 p.

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

    Open Access
    File
    Singular value decomposition
    Factorization

    Sig-SR: SimRank search over singular graphs

    Yu, W. & McCann, J. A., 3 Jul 2014, SIGIR '14 Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval. New York, NY (US): ACM, p. 859-862 4 p.

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

    Open Access
    File