A Unified Model for Privacy-Preserving Support Vector Machines on Horizontally and Vertically Partitioned Data

Information Technology Journal ◽

10.3923/itj.2008.850.858 ◽

2008 ◽

Vol 7 (6) ◽

pp. 850-858 ◽

Author(s):

Fubo Shao ◽

Hua Duan ◽

Guoping He ◽

Xin Zhang

Keyword(s):

Support Vector Machines ◽

Privacy Preserving ◽

Unified Model ◽

Support Vector ◽

Vector Machines ◽

Partitioned Data ◽

Vertically Partitioned Data

Download Full-text

A New Privacy-Preserving Support Vector Regression Model on Vertically Partitioned Data

10.1109/isdea.2014.19 ◽

2014 ◽

Author(s):

Xiaoling Wang

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Privacy Preserving ◽

Support Vector ◽

Support Vector Regression Model ◽

Partitioned Data ◽

Vertically Partitioned Data

Download Full-text

Privacy-Preserving Distributed Support Vector Machines

Heterogeneous Data Management, Polystores, and Analytics for Healthcare - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93663-1_8 ◽

2021 ◽

pp. 85-102

Author(s):

Simone Bottoni ◽

Stefano Braghin ◽

Theodora Brisimi ◽

Alberto Trombetta

Keyword(s):

Support Vector Machines ◽

Privacy Preserving ◽

Support Vector ◽

Vector Machines

Download Full-text

Privacy Preserving Support Vector Machines in Wireless Sensor Networks

2008 Third International Conference on Availability, Reliability and Security ◽

10.1109/ares.2008.151 ◽

2008 ◽

Author(s):

Dong Seong Kim ◽

Muhammad Anwarul Azim ◽

Jong Sou Park

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Support Vector Machines ◽

Privacy Preserving ◽

Wireless Sensor ◽

Support Vector ◽

Vector Machines

Download Full-text

Privacy-preserving outsourcing support vector machines with random transformation

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 ◽

10.1145/1835804.1835852 ◽

2010 ◽

Author(s):

Keng-Pei Lin ◽

Ming-Syan Chen

Keyword(s):

Support Vector Machines ◽

Privacy Preserving ◽

Support Vector ◽

Vector Machines ◽

Random Transformation

Download Full-text

Privacy-Preserving Support Vector Machines with Flexible Deployment and Error Correction

Information Security Practice and Experience - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93206-0_15 ◽

2021 ◽

pp. 242-262

Author(s):

Weican Huang ◽

Ning Ding

Keyword(s):

Support Vector Machines ◽

Error Correction ◽

Privacy Preserving ◽

Support Vector ◽

Vector Machines

Download Full-text

Privacy-Preserving One-Class Support Vector Machine with Vertically Partitioned Data

International Journal of Multimedia and Ubiquitous Engineering ◽

10.14257/ijmue.2016.11.5.18 ◽

2016 ◽

Vol 11 (5) ◽

pp. 199-208 ◽

Author(s):

Qiang Lin ◽

Huimin Pei ◽

Kuaini Wang ◽

Ping Zhong

Keyword(s):

Support Vector Machine ◽

Privacy Preserving ◽

Support Vector ◽

Partitioned Data ◽

Vertically Partitioned Data

Download Full-text

A new privacy-preserving proximal support vector machine for classification of vertically partitioned data

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-014-0245-1 ◽

2014 ◽

Vol 6 (1) ◽

pp. 109-118 ◽

Author(s):

Li Sun ◽

Wei-Song Mu ◽

Biao Qi ◽

Zhi-Jian Zhou

Keyword(s):

Support Vector Machine ◽

Privacy Preserving ◽

Support Vector ◽

Proximal Support Vector Machine ◽

Partitioned Data ◽

Vertically Partitioned Data

Download Full-text

Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Vector Machines

Download Full-text

Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

Download Full-text

Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines

Download Full-text