北邮计算机与科学技术学院副教授田野,田野副教授硕导-优快云博客

该系列研究主要关注隐私保护技术在社会网络数据挖掘、参与式传感和移动轨迹分析中的应用。通过安全多方计算、匿名化策略和稀疏数据处理，实现对用户社交联系的发现和空气质量管理等任务，同时确保个人数据的安全。

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[1] Tian Ye, Wang Wendong, Kou Qinli, Song Zheng, et al. Privacy-Preserving Social Tie Discovery Based on Cloaked Human Trajectories[J]. IEEE Transactions on Vehicular Technology, 2017, vol. 66, no.2, pp.1619-1630 (SCI，中科院2区)

[2] Tian Ye, Li Xiong, Sangaiah Arun Kumar, et al. Privacy-preserving scheme in social participatory sensing based on Secure Multi-party Cooperation [J]. Computer Communications, 2018, 119:167-178 (SCI，清华大学计算机推荐B类期刊)

[3] Tian Ye, Tang Zhirong, Ma Jian, Sparse sensing data-based participant selection for people finding [J]. International Journal of Distributed Sensor Networks, 2019, vol. 15, no.4(SCI，中科院4区)

[4] Tian Y, Wang W, Gong X, et al. An enhanced personal photo recommendation system by fusing contextual and textual features on mobile device[J]. IEEE Transactions on Consumer Electronics, 2013, 59(1): 220-228. (SCI，中科院4区)

[5]田野, 王文东, 饶京海, 等. 短信息的会话检测及组织?[J]. 软件学报, 2012 (2012 年 10): 2586-2599. (EI,一级学报)

[6] Tian Y, Wang W, Wang X, et al. Topic detection and organization of mobile text messages[C]//Proceedings of the 19th ACM international conference on Information and knowledge management. 2010: 1877-1880.(CCF B类会议)

[7] Xi Teng, Tian Ye, Li Xiong, Gao Hui, Wang Wendong. Pixel-wise depth based Intelligence Station for Inferring Fine-grained PM2.5. [J]. Future Generation Computer Systems - The International Journal of eScience, 2019, vol.92, pp.84-92 (SCI，中科院2区)

[8] Wang W,Tian Y, Gong X, et al. Software defined autonomic QoS model for future internet[J]. Journal of Systems and Software, 2015, 110:S0164121215001776. (SCI，CF B类期刊)

[9] Feng Cheng, Tian Ye, Gong Xiangyang, et al. MCS-RF: mobile crowdsensing-based air quality estimation with random forest [J]. International Journal of Distributed Sensor Networks, 2018, vol. 14, no.10 (SCI，中科院4区)

[10] Tian Y, Zhang L, Wang W. Emerging Social Topic Detection in Microblogging Stream[J]. Journal of Computational and Theoretical Nanoscience, 2016, 13(5):2685-2696. (EI)

[11] Zhang L , Ding X , Tian Y , et al. A semi-supervised topic model incorporating sentiment and dynamic characteristic[J]. China Communications, 2016, 13(12):162-175. (SCI，中科院4区)

[12] Zhang L , Sun L , Wang W , Tian Y, et al. KaaS: A Standard Framework Proposal on Video Skimming[J]. IEEE Internet Computing, 2016, 20(4):54-59. (SCI，中科院2区)

[13] Xi, T., Wang, W.,Tian, Y., & Gao, H. (2018, December). Mutual information maximization for collaborative mobile sensing with calibration constraint. In 2018 IEEE Global Communications Conference (GLOBECOM) (pp. 1-6). IEEE.