Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment

PLoS ONE ◽

10.1371/journal.pone.0215136 ◽

2019 ◽

Vol 14 (4) ◽

pp. e0215136 ◽

Author(s):

Jianfang Cao ◽

Min Wang ◽

Yanfei Li ◽

Qi Zhang

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Support Vector Machine Classification ◽

Feature Weight ◽

Cluster Environment ◽

Hadoop Cluster ◽

Improved Support Vector Machine

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EuDiC SVM: A novel support vector machine classification algorithm

Intelligent Data Analysis ◽

10.3233/ida-150348 ◽

2016 ◽

Vol 20 (6) ◽

pp. 1285-1305

Author(s):

Hetal Bhavsar ◽

Amit Ganatra

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Support Vector Machine Classification

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A Classification Algorithm for Network Traffic based on Improved Support Vector Machine

Journal of Computers ◽

10.4304/jcp.8.4.1090-1096 ◽

2013 ◽

Vol 8 (4) ◽

Author(s):

Lei Ding ◽

Fei Yu ◽

Sheng Peng ◽

Chen Xu

Keyword(s):

Support Vector Machine ◽

Network Traffic ◽

Classification Algorithm ◽

Support Vector ◽

Improved Support Vector Machine

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Support Vector Machine Classification Algorithm Based on Relief-F Feature Weighting

2020 International Conference on Computer Engineering and Application (ICCEA) ◽

10.1109/iccea50009.2020.00121 ◽

2020 ◽

Author(s):

Jing Huang ◽

Jinzhi Zhou ◽

Linwen Zheng

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Feature Weighting ◽

Support Vector ◽

Support Vector Machine Classification

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Improved Support Vector Machine Multi-classification Algorithm

Communications in Computer and Information Science - Information Computing and Applications ◽

10.1007/978-3-642-16339-5_16 ◽

2010 ◽

pp. 119-126 ◽

Author(s):

Yanwei Zhu ◽

Yongli Zhang ◽

Shufei Lin ◽

Xiujuan Sun ◽

Qiuna Zhang ◽

...

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Multi Classification ◽

Improved Support Vector Machine

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A Maximum Class Distance Robust Support Vector Machine Classification Algorithm

2009 WRI Global Congress on Intelligent Systems ◽

10.1109/gcis.2009.360 ◽

2009 ◽

Author(s):

Xiaohong Fan ◽

Zheng Sun

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Support Vector Machine Classification

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Application Research of Support Vector Machine Classification Algorithm

Lecture Notes in Electrical Engineering - Unifying Electrical Engineering and Electronics Engineering ◽

10.1007/978-1-4614-4981-2_230 ◽

2013 ◽

pp. 2103-2110

Author(s):

Weiguo Dai ◽

Haitao Li ◽

Qijun Liu

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Application Research ◽

Support Vector Machine Classification

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Support Vector Machine Classification Algorithm and Its Application

Communications in Computer and Information Science - Information Computing and Applications ◽

10.1007/978-3-642-34041-3_27 ◽

2012 ◽

pp. 179-186 ◽

Author(s):

Yongli Zhang

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Support Vector Machine Classification

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A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions

Lecture Notes in Computer Science - Rough Sets, Fuzzy Sets, Data Mining and Granular Computing ◽

10.1007/978-3-642-10646-0_46 ◽

2009 ◽

pp. 382-389 ◽

Author(s):

Ying Zhang ◽

Xizhao Wang ◽

Junhai Zhai

Keyword(s):

Support Vector Machine ◽

Classification Algorithm ◽

Support Vector ◽

Support Vector Machine Classification

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AN INTELLIGENT CRYPTO-LOCKER RANSOMWARE DETECTION TECHNIQUE USING SUPPORT VECTOR MACHINE CLASSIFICATION AND GREY WOLF OPTIMIZATION ALGORITHMS

i-manager’s Journal on Software Engineering ◽

10.26634/jse.13.3.15685 ◽

2019 ◽

Vol 13 (3) ◽

pp. 15

Author(s):

MOHAMMED MAIGIDA ABDULLAHI ◽

MUHAMMAD ABDULHAMID SHAFI'I ◽

OLALERE MORUFU ◽

ISMAILA IDRIS ◽

◽

...

Keyword(s):

Support Vector Machine ◽

Optimization Algorithms ◽

Detection Technique ◽

Support Vector ◽

Grey Wolf ◽

Grey Wolf Optimization ◽

Support Vector Machine Classification

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Comparison of multisource data support vector Machine classification for mapping of forest cover

2007 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2007.4423038 ◽

2007 ◽

Author(s):

Arief Wijaya ◽

Richard Gloaguen

Keyword(s):

Support Vector Machine ◽

Forest Cover ◽

Support Vector ◽

Support Vector Machine Classification ◽

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