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Research

Dr Wenjie Ruan

Lecturer

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  1. Published

    Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process

    Zhou, F., Peng, H., Ruan, W., Wang, D., Liu, M., Gu, Y. & Li, L., 1/08/2018, In: Neural Computing and Applications. 30, 4, p. 1039-1053 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    Related or duplicate: Distinguishing similar CQA questions via convolutional neural networks

    Zhang, W. E., Sheng, Q. Z., Tang, Z. & Ruan, W., 27/06/2018, SIGIR '18 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. New York: Association for Computing Machinery, Inc, p. 1153-1156 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    DIMBA: discretely masked black-box attack in single object tracking

    Yin, X., Ruan, W. & Fieldsend, J., 1/04/2024, In: Machine Learning. 113, 4, p. 1705-1723 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength

    Yao, L., Sheng, Q. Z., Li, X., Gu, T., Tan, M., Wang, X., Wang, S. & Ruan, W., 1/02/2018, In: IEEE Transactions on Mobile Computing. 17, 2, p. 293-306 14 p., 7938705.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength

    Yao, L., Sheng, Q. Z., Ruan, W., Li, X., Wang, S. & Yang, Z., 15/01/2016, Proceedings - 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015. IEEE, p. 116-123 8 p. 7384286

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Freedom: Online activity recognition via dictionary-based sparse representation of RFID sensing data

    Yao, L., Sheng, Q. Z., Li, X., Wang, S., Gu, T., Ruan, W. & Zou, W., 5/01/2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Zhou, Z-H., Aggarwal, C., Xiong, H., Tuzhilin, A. & Wu, X. (eds.). IEEE, p. 1087-1092 6 p. 7373440

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Exploring tag-free RFID-based passive localization and tracking via learning-based probabilistic approaches

    Yao, L., Ruan, W., Sheng, Q. Z., Li, X. & Falkner, N. J. G., 1/01/2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 1799-1802 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Service Recommendation for Mashup Composition with Implicit Correlation Regularization

    Yao, L., Wang, X., Sheng, Q. Z., Ruan, W. & Zhang, W., 13/08/2015, Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015. Zhu, H. & Miller, J. A. (eds.). IEEE, p. 217-224 8 p. 7195572

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    RF-care: Device-free posture recognition for elderly people using a passive RFID tag array

    Yao, L., Sheng, Q. Z., Ruan, W., Gu, T., Li, X., Falkner, N. J. G. & Yang, Z., 1/01/2015, Proceedings of the 12th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2015. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), p. 110-119 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    Interpolating the missing values for multi-dimensional spatial-temporal sensor data: A tensor SVD approach

    Xu, P., Ruan, W., Sheng, Q. Z., Gu, T. & Yao, L., 7/11/2017, 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2017. Association for Computing Machinery (ACM), p. 442-451 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Quantifying safety risks of deep neural networks

    Xu, P., Ruan, W. & Huang, X., 31/08/2023, In: Complex & Intelligent Systems. 9, 4, p. 3801-3818 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees

    Wu, M., Wicker, M., Ruan, W., Huang, X. & Kwiatkowska, M., 6/02/2020, In: Theoretical Computer Science. 807, p. 298-329 32 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles

    Wu, M., Louw, T., Lahijanian, M., Ruan, W., Huang, X., Merat, N. & Kwiatkowska, M., 27/01/2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, p. 6210-6216 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    RBF-ARX model·based optimal control method for moisture content in output dried cut tobacco

    Wang, X., Peng, X., Yang, Y., Peng, H. & Ruan, W., 1/01/2014, In: Tobacco Science and Technology. 2014, 1, p. 26-30 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Concolic testing for deep neural networks

    Sun, Y., Wu, M., Ruan, W., Huang, X., Kwiatkowska, M. & Kroening, D., 3/09/2018, Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, ASE 2018, Montpellier, France, September 3-7, 2018. New York: Association for Computing Machinery (ACM), p. 109-119 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    Reachability analysis of deep neural networks with provable guarantees

    Ruan, W., Huang, X. & Kwiatkowska, M., 13/07/2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018. p. 2651-2659 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection

    Ruan, W., Sheng, Q. Z., Xu, P., Yang, L., Gu, T. & Shangguan, L., 1/09/2018, In: IEEE Transactions on Mobile Computing. 17, 9, p. 2087-2100 14 p., 8067452.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach

    Ruan, W., Sheng, Q. Z., Yao, L., Li, X., Falkner, N. J. G. & Yang, L., 15/02/2018, In: Journal of Network and Computer Applications. 104, p. 78-96 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Recognizing daily living activity using embedded sensors in smartphones: A data-driven approach

    Ruan, W., Chea, L., Sheng, Q. Z. & Yao, L., 15/12/2016, Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Proceedings. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer Verlag, p. 250-265 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10086 LNAI).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. Published

    Forecasting seasonal time series using weighted gradient RBF network based autoregressive model

    Ruan, W., Sheng, Q. Z., Xu, P., Tran, N. K., Falkner, N. J. G., Li, X. & Zhang, W. E., 24/10/2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2021-2024 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    When sensor meets tensor: Filling missing sensor values through a tensor approach

    Ruan, W., Xu, P., Sheng, Q. Z., Tran, N. K., Falkner, N. J. G., Li, X. & Zhang, W. E., 24/10/2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2025-2028 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. Published

    AudioGest: Enabling fine-grained hand gesture detection by decoding echo signal

    Ruan, W., Sheng, Q. Z., Yang, L., Gu, T., Xu, P. & Shangguan, L., 12/09/2016, UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. New York: Association for Computing Machinery, Inc, p. 474-485 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  23. Published

    Device-free indoor localization and tracking through Human-Object Interactions

    Ruan, W., Sheng, Q. Z., Yao, L., Gu, T., Ruta, M. & Shangguan, L., 26/07/2016, WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks. IEEE, p. 1-9 9 p. 7523524

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness

    Ruan, W., Sheng, Q. Z., Yao, L., Tran, N. K. & Yang, Y. C., 14/03/2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016. IEEE, p. 1-3 3 p. 7457071

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion

    Ruan, W., Sheng, Q. Z., Yao, L., Yang, L. & Gu, T., 14/03/2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016. IEEE, p. 1-4 4 p. 7457055

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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