# Trajectory Clustering and k-NN for Robust Privacy Preserving Spatiotemporal Databases
## 2 Materials and Methods
### System Model
(2015) [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] SMaRT: A novel framework for addressing range queries over nonlinear trajectories. _J. Syst. Softw._**2015**, _105_, 79-90. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON] A survey of privacy preserving data publishing using generalization and suppression. _Appl. Math. Inf. Sci._**2014**, \(8\), 1103. [CrossRef]
* [PERSON] et al. (2014) [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Enhancing data utility in differential privacy via microaggregation-based k-anonymity. _Int. J. Very Large Data Bases_**2014**, _23_, 771-794. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; et al. Automated image-based tracking and its application in ecology _Trends Ecol. Evol._**2014**, _29_, 417-428. [CrossRef] [PubMed]
* [PERSON] et al. (2014) [PERSON], [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; et al. Collective behaviour without collective order in wild swarms of midges. _PLoS Comput. Biol._**2014**, _10_, e1003697. [CrossRef] [PubMed]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] Towards secure and practical location privacy through private equality testing. In _International Conference on Privacy in Statistical Databases_; Springer: Berlin/Heidelberg, Germany, 2014; pp. 312-325. * [PERSON] et al. (2015) [PERSON]; [PERSON]; [PERSON]; [PERSON] A privacy-preserving continuous location monitoring system for location-based services. _Int. J. Distrib. Sens. Netw._**2015**, _11_, 815613. [CrossRef]
* [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON] Clustering Based K-anonymity Algorithm for Privacy Preservation. _Int. J. Netw. Secur._**2017**, _19_, 1062-1071. * [PERSON] et al. (2016) [PERSON]; [PERSON]; [PERSON] Structural deep network embedding. In Proceedings of the 22 nd ACM SIGKDD International Conference On Knowledge Discovery and Data Mining, San Francisco, CA, USA, 13-17 August 2016; ACM: New York, NY, USA, 2016; pp. 1225-1234. * [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Deep Learning for Entity Matching: A Design Space Exploration. In Proceedings of the 2018 International Conference on Management of Data, Houston, TX, USA, 10-15 June 2018; ACM: New York, NY, USA, 2018; pp. 19-34. * [PERSON] and [PERSON] (2018) [PERSON]; [PERSON] Research on Degeneration Model of Neural Network for Deep Groove Ball Bearing Based on Feature Fusion. _Algorithms_**2018**, _11_, 21. [CrossRef]
* [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] A Study on Faster R-CNN-Based Subway Pedestrian Detection with ACE Enhancement. _Algorithms_**2018**, _11_, 192. [CrossRef]
* [PERSON] and [PERSON] (2018) [PERSON]; [PERSON] [PERSON] Incremental Learning for Classification of Unstructured Data Using Extreme Learning Machine. _Algorithms_**2018**, _11_, 158. [CrossRef]
* [PERSON] et al. (2016) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Database meets deep learning: Challenges and opportunities. _ACM SIGMOD Rec._**2016**, _45_, 17-22. [CrossRef]
* [PERSON] et al. (2015) [PERSON]; [PERSON]; [PERSON] Big data analytics in the cloud: Spark on hadoop vs mpi/openmp on beowulf. _Procedia Comput. Sci._**2015**, _53_, 121-130. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Mariana: Tencent deep learning platform and its applications. _Proc. VLDB Endow._**2014**, \(7\), 1772-1777. [CrossRef]
* [PERSON] and [PERSON] (2015) [PERSON], [PERSON] A data analytic algorithm for managing, querying, and processing uncertain big data in cloud environments. _Algorithms_**2015**, \(8\), 1175-1194. [CrossRef]
* [PERSON] and [PERSON] (2016) [PERSON]; [PERSON] A Differentiated Anonymity Algorithm for Social Network Privacy Preservation. _Algorithms_**2016**, \(9\), 85.