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Dr Wenjie Ruan

Lecturer

  1. Published

    Toward Unified Cloud Service Discovery for Enhanced Service Identification

    Alfazi, A., Sheng, Q. Z., Babar, A., Ruan, W. & Qin, Y., 1/04/2018, Service Research and Innovation: 5th and 6th Australasian Symposium, ASSRI 2015 and ASSRI 2017, Revised Selected Papers. Beheshti, A., Zhang, W. E., Dong, H. & Hashmi, M. (eds.). Springer Verlag, p. 149-163 15 p. (Lecture Notes in Business Information Processing; vol. 234).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  2. Published

    AdaCare: Explainable Clinical Health Status Representation Learning via Scale Adaptive Feature Extraction and Recalibration

    Ma, L., Gao, J., Wang, Y., Wang, J., Ruan, W., Zhang, C., Tang, W., Gao, X. & Ma, X., 3/04/2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020. AAAI, p. 825-832 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  3. Published

    ConCarE: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

    Ma, L., Zhang, C., Wang, Y., Ruan, W., Wang, J., Tang, W., Ma, X., Gao, X. & Gao, J., 3/04/2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020. AAAI, p. 833-840 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  4. Published

    Modeling and predictive control of magnetic levitation ball system based on RBF-ARX model with linear functional weights

    Qin, Y., Peng, H. & Ruan, W., 26/08/2016, In : Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology). 47, 8, p. 2676-2684 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  5. Published

    A modeling and control approach to magnetic levitation system based on state-dependent ARX model

    Qin, Y., Peng, H., Ruan, W., Wu, J. & Gao, J., 1/01/2014, In : Journal of Process Control. 24, 1, p. 93-112 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. 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/ISSNConference contribution/Paperpeer-review

  7. 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 journalJournal articlepeer-review

  8. 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 journalJournal articlepeer-review

  9. 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/ISSNConference contribution/Paperpeer-review

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/ISSNConference contribution/Paperpeer-review

  12. 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/ISSNConference contribution/Paperpeer-review

  13. 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/ISSNConference contribution/Paperpeer-review

  14. 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/ISSNConference contribution/Paperpeer-review

  15. 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/ISSNConference contribution/Paperpeer-review

  16. Unobtrusive human localization and activity recognition for supporting independent living of the elderly

    Ruan, W., 14/03/2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016. IEEE, p. 1-3 3 p. 7457085

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  17. Published

    TagTrack: Device-free localization and tracking using passive RFID tags

    Ruan, W., Yao, L., Sheng, Q. Z., Falkner, N. J. G. & Li, X., 1/01/2014, MobiQuitous 2014 - 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), p. 80-89 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  18. Published

    Recovering missing values from corrupted spatio-temporal sensory data via robust low-rank tensor completion

    Ruan, W., Xu, P., Sheng, Q. Z., Falkner, N. J. G., Li, X. & Zhang, W. E., 1/04/2017, Database Systems for Advanced Applications . Candan, S., Chen, L., Pedersen, T., Chang, L. & Hua, W. (eds.). Cham: Springer, p. 607-622 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10177).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  19. Published

    Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance

    Ruan, W., Wu, M., Sun, Y., Huang, X., Kroening, D. & Kwiatkowska, M., 31/07/2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), August 10-16, 2019, Macau, China. IJCAI, p. 5944-5952 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  20. 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/ISSNConference contribution/Paperpeer-review

  21. 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 journalJournal articlepeer-review

  22. 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 journalJournal articlepeer-review

  23. 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/ISSNConference contribution/Paperpeer-review

  24. 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/ISSNConference contribution/Paperpeer-review

  25. 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 journalJournal articlepeer-review

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