A machine learning approach for feature selection traffic classification using security analysis

Muhammad Shafiq; Xiangzhan Yu; Ali Kashif Bashir; Hassan Nazeer Chaudhry; Dawei Wang

doi:10.1007/s11227-018-2263-3

A machine learning approach for feature selection traffic classification using security analysis

The Journal of Supercomputing ◽

10.1007/s11227-018-2263-3 ◽

2018 ◽

Vol 74 (10) ◽

pp. 4867-4892 ◽

Cited By ~ 25

Author(s):

Muhammad Shafiq ◽

Xiangzhan Yu ◽

Ali Kashif Bashir ◽

Hassan Nazeer Chaudhry ◽

Dawei Wang

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Security Analysis ◽

Learning Approach ◽

Traffic Classification ◽

Machine Learning Approach

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Machine learning approach to power system dynamic security analysis

IEEE PES Power Systems Conference and Exposition, 2004. ◽

10.1109/psce.2004.1397549 ◽

2005 ◽

Cited By ~ 5

Author(s):

T. Niimura ◽

H.S. Ko ◽

H. Xu ◽

A. Moshref ◽

K. Morison

Keyword(s):

Machine Learning ◽

Power System ◽

Security Analysis ◽

System Dynamic ◽

Learning Approach ◽

Dynamic Security ◽

Machine Learning Approach ◽

Dynamic Security Analysis

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A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02504-4_22 ◽

2009 ◽

pp. 242-252 ◽

Cited By ~ 1

Author(s):

Michele Ceccarelli ◽

Antonio d’Acierno ◽

Angelo Facchiano

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Mass Spectra ◽

Learning Approach ◽

Unsupervised Feature Selection ◽

Machine Learning Approach

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Data Classification Using Feature Selection and kNN Machine Learning Approach

2015 International Conference on Computational Intelligence and Communication Networks (CICN) ◽

10.1109/cicn.2015.165 ◽

2015 ◽

Cited By ~ 12

Author(s):

Shemim Begum ◽

Debasis Chakraborty ◽

Ram Sarkar

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Data Classification ◽

Learning Approach ◽

Machine Learning Approach

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Machine Learning Approach for Gesture Recognition Based on Automatic Feature Selection

Motion in Games - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34710-8_34 ◽

2012 ◽

pp. 366-369

Author(s):

Xiubo Liang ◽

Franck Multon ◽

Weidong Geng

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Gesture Recognition ◽

Learning Approach ◽

Machine Learning Approach ◽

Automatic Feature Selection

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Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach

IEEE Antennas and Wireless Propagation Letters ◽

10.1109/lawp.2019.2915047 ◽

2019 ◽

Vol 18 (11) ◽

pp. 2306-2310 ◽

Cited By ~ 9

Author(s):

Mohamed Ibrahim AlHajri ◽

Nazar T. Ali ◽

Raed M. Shubair

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Indoor Localization ◽

Learning Approach ◽

Machine Learning Approach ◽

Adaptive Feature Selection

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AN ANALYSIS ON FEATURE SELECTION METHODS, CLUSTERING AND CLASSIFICATION USED IN HEART DISEASE PREDICTION –A MACHINE LEARNING APPROACH

Journal of Critical Reviews ◽

10.31838/jcr.07.06.27 ◽

2020 ◽

Vol 7 (06) ◽

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Heart Disease ◽

Learning Approach ◽

Disease Prediction ◽

Selection Methods ◽

Machine Learning Approach ◽

Clustering And Classification

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Improving the Intrusion Detection using Discriminative Machine Learning Approach and Improve the Time Complexity by Data Mining Feature Selection Methods

International Journal of Computer Applications ◽

10.5120/13209-0587 ◽

2013 ◽

Vol 76 (1) ◽

pp. 5-11 ◽

Cited By ~ 14

Author(s):

Karan Bajaj ◽

Amit Arora

Keyword(s):

Machine Learning ◽

Data Mining ◽

Feature Selection ◽

Intrusion Detection ◽

Time Complexity ◽

Learning Approach ◽

Selection Methods ◽

Machine Learning Approach

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Machine Learning Approach for the Network Traffic Classification

International Journal for Research in Applied Science and Engineering Technology ◽

10.22214/ijraset.2019.6301 ◽

2019 ◽

Vol 7 (6) ◽

pp. 1791-1795

Author(s):

Ayushi Jain

Keyword(s):

Machine Learning ◽

Network Traffic ◽

Learning Approach ◽

Traffic Classification ◽

Network Traffic Classification ◽

Machine Learning Approach

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Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach

Lecture Notes in Computer Science - Bioinspired Computation in Artificial Systems ◽

10.1007/978-3-319-18833-1_39 ◽

2015 ◽

pp. 369-378 ◽

Cited By ~ 1

Author(s):

Antonio J. Tallón-Ballesteros ◽

José C. Riquelme

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Supervised Machine Learning ◽

Learning Approach ◽

Data Cleansing ◽

Machine Learning Approach

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Internet traffic classification using machine learning approach: Datasets validation issues

2016 Conference of Basic Sciences and Engineering Studies (SGCAC) ◽

10.1109/sgcac.2016.7458022 ◽

2016 ◽

Cited By ~ 7

Author(s):

Hamza Awad Hamza Ibrahim ◽

Omer Radhi Aqeel Al Zuobi ◽

Marwan A. Al-Namari ◽

Gaafer MohamedAli ◽

Ali Ahmed Alfaki Abdalla

Keyword(s):

Machine Learning ◽

Internet Traffic ◽

Learning Approach ◽

Traffic Classification ◽

Machine Learning Approach ◽

Internet Traffic Classification

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