An Ensemble of Random Decision Trees with Local Differential Privacy in Edge Computing

Neurocomputing ◽

10.1016/j.neucom.2021.01.145 ◽

2021 ◽

Author(s):

Xiaotong Wu ◽

Lianyong Qi ◽

Jiaquan Gao ◽

Genlin Ji ◽

Xiaolong Xu

Keyword(s):

Decision Trees ◽

Differential Privacy ◽

Edge Computing ◽

Random Decision Trees

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Dynamic Classifier Chain with Random Decision Trees

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01771-2_3 ◽

2018 ◽

pp. 33-50

Author(s):

Moritz Kulessa ◽

Eneldo Loza Mencía

Keyword(s):

Decision Trees ◽

Random Decision Trees

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3-D Density Kernel Estimation for Counting in Microscopy Image Volumes Using 3-D Image Filters and Random Decision Trees

Lecture Notes in Computer Science - Computer Vision – ECCV 2016 Workshops ◽

10.1007/978-3-319-46604-0_18 ◽

2016 ◽

pp. 244-255 ◽

Cited By ~ 1

Author(s):

Dominic Waithe ◽

Martin Hailstone ◽

Mukesh Kumar Lalwani ◽

Richard Parton ◽

Lu Yang ◽

...

Keyword(s):

Decision Trees ◽

Kernel Estimation ◽

Microscopy Image ◽

Random Decision Trees ◽

Image Filters

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Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing

IEEE Transactions on Big Data ◽

10.1109/tbdata.2018.2829886 ◽

2020 ◽

Vol 6 (2) ◽

pp. 283-295 ◽

Cited By ~ 25

Author(s):

Miao Du ◽

Kun Wang ◽

Zhuoqun Xia ◽

Yan Zhang

Keyword(s):

Big Data ◽

Differential Privacy ◽

Training Model ◽

Privacy Preserving ◽

Edge Computing ◽

Wireless Big Data

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DPODA: Differential Privacy-based Online Double Auction for Pervasive Edge Computing Resource Allocation

Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure ◽

10.1145/3384943.3409429 ◽

2020 ◽

Author(s):

Yuhu Sun ◽

Qiang He ◽

Lianyong Qi ◽

Wajid Rafique ◽

Wanchun Dou

Keyword(s):

Resource Allocation ◽

Differential Privacy ◽

Edge Computing ◽

Double Auction ◽

Computing Resource

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Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-540-88192-6_78 ◽

2008 ◽

pp. 733-740 ◽

Cited By ~ 10

Author(s):

Peipei Li ◽

Xuegang Hu ◽

Xindong Wu

Keyword(s):

Decision Trees ◽

Data Streams ◽

Random Decision Trees

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Differential Privacy-Based Indoor Localization Privacy Protection in Edge Computing

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) ◽

10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00125 ◽

2019 ◽

Author(s):

Xuejun Zhang ◽

Qian Chen ◽

Xiaohui Peng ◽

Xinlong Jiang

Keyword(s):

Privacy Protection ◽

Differential Privacy ◽

Indoor Localization ◽

Edge Computing

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A privacy-preserving mechanism based on local differential privacy in edge computing

China Communications ◽

10.23919/jcc.2020.09.005 ◽

2020 ◽

Vol 17 (9) ◽

pp. 50-65 ◽

Cited By ~ 1

Author(s):

Mengnan Bi ◽

Yingjie Wang ◽

Zhipeng Cai ◽

Xiangrong Tong

Keyword(s):

Differential Privacy ◽

Privacy Preserving ◽

Edge Computing

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Bounds on the moments for an ensemble of random decision trees

Knowledge and Information Systems ◽

10.1007/s10115-014-0768-5 ◽

2014 ◽

Vol 44 (2) ◽

pp. 279-298

Author(s):

Amit Dhurandhar

Keyword(s):

Decision Trees ◽

Random Decision Trees

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An improved random decision trees algorithm with application to land cover classification

2010 18th International Conference on Geoinformatics ◽

10.1109/geoinformatics.2010.5567531 ◽

2010 ◽

Cited By ~ 4

Author(s):

Haiwei Xu ◽

Minhua Yang ◽

Liang Liang

Keyword(s):

Land Cover ◽

Decision Trees ◽

Land Cover Classification ◽

Random Decision Trees

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On Differential Privacy-Based Framework for Enhancing User Data Privacy in Mobile Edge Computing Environment

IEEE Access ◽

10.1109/access.2021.3063603 ◽

2021 ◽

Vol 9 ◽

pp. 38107-38118

Author(s):

Jhilakshi Sharma ◽

Donghyun Kim ◽

Ahyoung Lee ◽

Daehee Seo

Keyword(s):

Data Privacy ◽

Differential Privacy ◽

Edge Computing ◽

Mobile Edge Computing ◽

Computing Environment ◽

User Data ◽

User Data Privacy

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