PURE: Blind Regression Modeling for Low Quality Data with Participatory Sensing
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Wei Zhang | Shan Chang | Li Lu | Yanmin Zhu | Hongzi Zhu
[1] Peter J. Rousseeuw,et al. ROBUST REGRESSION BY MEANS OF S-ESTIMATORS , 1984 .
[2] Peter J. Rousseeuw,et al. Robust regression and outlier detection , 1987 .
[3] Fabrice Valois,et al. Data aggregation in wireless sensor networks: Compressing or forecasting? , 2014, 2014 IEEE Wireless Communications and Networking Conference (WCNC).
[4] Rui Zhang,et al. PriSense: Privacy-Preserving Data Aggregation in People-Centric Urban Sensing Systems , 2010, 2010 Proceedings IEEE INFOCOM.
[5] Tarek F. Abdelzaher,et al. PoolView: stream privacy for grassroots participatory sensing , 2008, SenSys '08.
[6] V. Yohai. HIGH BREAKDOWN-POINT AND HIGH EFFICIENCY ROBUST ESTIMATES FOR REGRESSION , 1987 .
[7] Qi Wang,et al. Random-data perturbation techniques and privacy-preserving data mining , 2005, Knowledge and Information Systems.
[8] K. Nahrstedt,et al. iPDA: An integrity-protecting private data aggregation scheme for wireless sensor networks , 2008, MILCOM 2008 - 2008 IEEE Military Communications Conference.
[9] Peter J. Huber,et al. Robust Statistics , 2005, Wiley Series in Probability and Statistics.
[10] Liusheng Huang,et al. Privacy Preserving Outlier Detection over Vertically Partitioned Data , 2009, 2009 International Conference on E-Business and Information System Security.
[11] Michael H. Kutner. Applied Linear Statistical Models , 1974 .
[12] Yang Xiao,et al. Polynomial Regression Based Secure Data Aggregation for Wireless Sensor Networks , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.
[13] Jiming Chen,et al. On Exploiting Contact Patterns for Data Forwarding in Duty-Cycle Opportunistic Mobile Networks , 2013, IEEE Transactions on Vehicular Technology.
[14] Jiming Chen,et al. Toward optimal allocation of location dependent tasks in crowdsensing , 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.
[15] Hans-Peter Kriegel,et al. LOF: identifying density-based local outliers , 2000, SIGMOD '00.
[16] Anthony K. H. Tung,et al. Mining top-n local outliers in large databases , 2001, KDD '01.
[17] Qinghua Li,et al. Providing Efficient Privacy-Aware Incentives for Mobile Sensing , 2014, 2014 IEEE 34th International Conference on Distributed Computing Systems.
[18] Xiaodong Lin,et al. Privacy preserving regression modelling via distributed computation , 2004, KDD.
[19] B. Ripley,et al. Robust Statistics , 2018, Wiley Series in Probability and Statistics.
[20] Miguel A. Labrador,et al. P-Sense: A participatory sensing system for air pollution monitoring and control , 2011, 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops).
[21] Xi Chen,et al. Mutual privacy-preserving regression modeling in participatory sensing , 2013, 2013 Proceedings IEEE INFOCOM.
[22] Tarek F. Abdelzaher,et al. GreenGPS: a participatory sensing fuel-efficient maps application , 2010, MobiSys '10.
[23] Wenliang Du,et al. Deriving private information from randomized data , 2005, SIGMOD '05.
[24] Xiaodong Lin,et al. Secure Regression on Distributed Databases , 2005 .
[25] Peter J. Rousseeuw,et al. Robust Regression and Outlier Detection , 2005, Wiley Series in Probability and Statistics.
[26] V. Barnett,et al. Applied Linear Statistical Models , 1975 .
[27] Suman Nath,et al. Privacy-aware regression modeling of participatory sensing data , 2010, SenSys '10.
[28] Landon P. Cox,et al. LiveCompare: grocery bargain hunting through participatory sensing , 2009, HotMobile '09.
[29] Ramakrishnan Srikant,et al. Privacy preserving OLAP , 2005, SIGMOD '05.
[30] Qinghua Li,et al. Providing privacy-aware incentives for mobile sensing , 2013, 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom).
[31] Hans-Peter Kriegel,et al. LOF: identifying density-based local outliers , 2000, SIGMOD 2000.
[32] Jiming Chen,et al. Detecting Faulty Nodes with Data Errors for Wireless Sensor Networks , 2014, ACM Trans. Sens. Networks.
[33] Chris Clifton,et al. Privacy-preserving outlier detection , 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).
[34] Yunghsiang Sam Han,et al. Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification , 2004, SDM.
[35] Jiming Chen,et al. Cross-Layer Optimization of Correlated Data Gathering in Wireless Sensor Networks , 2010, 2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON).
[36] Emiliano Miluzzo,et al. CenceMe - Injecting Sensing Presence into Social Networking Applications , 2007, EuroSSC.
[37] Alexandre V. Evfimievski,et al. Limiting privacy breaches in privacy preserving data mining , 2003, PODS.