Discrete Wavelet Transform and One-Class Support Vector Machines for anomaly detection in wireless sensor networks

Wavelet Transform ◽

Sensor Networks ◽

Support Vector Machines ◽

Anomaly Detection ◽

Wireless Sensor ◽

Support Vector ◽

Discrete Wavelet ◽

Data driven hyperparameter optimization of one-class support vector machines for anomaly detection in wireless sensor networks

2017 International Conference on Advanced Technologies for Communications (ATC) ◽

10.1109/atc.2017.8167642 ◽

2017 ◽

Cited By ~ 5

Author(s):

Van Vuong Trinh ◽

Kim Phuc Tran ◽

Truong Thu Huong

Keyword(s):

Sensor Networks ◽

Support Vector Machines ◽

Anomaly Detection ◽

Data Driven ◽

Wireless Sensor ◽

Support Vector ◽

Hyperparameter Optimization ◽

2007 International Conference on Computational Intelligence and Security Workshops (CISW 2007) ◽

An Improved PCA Face Recognition Algorithm Based on the Discrete Wavelet Transform and the Support Vector Machines

10.1109/cisw.2007.4425498 ◽

2007 ◽

Cited By ~ 2

Author(s):

Hong Wang ◽

Su Yang ◽

Wei Liao

Keyword(s):

Face Recognition ◽

Wavelet Transform ◽

Support Vector Machines ◽

Recognition Algorithm ◽

Support Vector ◽

Discrete Wavelet ◽

A Comparative Study on Fault Detection Using Twin Support Vector Machines for Wireless Sensor Networks

10.1007/978-981-16-0275-7_22 ◽

2021 ◽

pp. 261-273

Author(s):

Jyotsana Singh ◽

Ajay Singh Raghuvanshi ◽

Namrita Shukla ◽

Shashank Gavel

Keyword(s):

Sensor Networks ◽

Support Vector Machines ◽

Fault Detection ◽

Comparative Study ◽

Wireless Sensor ◽

Support Vector ◽

Twin Support Vector Machines ◽

Short-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform

2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) ◽

10.1109/la-cci47412.2019.9036757 ◽

2019 ◽

Author(s):

Andres Jaramillo-Yanez ◽

Luis Unapanta ◽

Marco E. Benalcazar

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Gesture Recognition ◽

Transient State ◽

Support Vector ◽

Hand Gesture ◽

Discrete Wavelet ◽

Short Term ◽

2012 Third International Conference on Innovations in Bio-Inspired Computing and Applications ◽

An Application of Discrete Wavelet Transform and Support Vector Machines Algorithm for Classification of Fault Types on Underground Cable

10.1109/ibica.2012.21 ◽

2012 ◽

Author(s):

A. Ngaopitakkul ◽

C. Pothisarn ◽

S. Bunjongjit ◽

B. Suechoey

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Support Vector ◽

Discrete Wavelet ◽

Underground Cable ◽

Automatic MRI Breast tumor Detection using Discrete Wavelet Transform and Support Vector Machines

2019 Novel Intelligent and Leading Emerging Sciences Conference (NILES) ◽

10.1109/niles.2019.8909345 ◽

2019 ◽

Author(s):

Amira Mofreh Ibraheem ◽

Kamel Hussein Rahouma ◽

Hesham F. A. Hamed

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Breast Tumor ◽

Tumor Detection ◽

Support Vector ◽

Discrete Wavelet ◽

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

Utilizing Multiple Data Sources for Localization in Wireless Sensor Networks Based on Support Vector Machines

10.1587/transfun.e96.a.2081 ◽

2013 ◽

Vol E96.A (11) ◽

pp. 2081-2088 ◽

Author(s):

Prakit JAROENKITTICHAI ◽

Ekachai LEELARASMEE

Keyword(s):

Sensor Networks ◽

Support Vector Machines ◽

Data Sources ◽

Wireless Sensor ◽

Support Vector ◽

Multiple Data Sources ◽

Multiple Data ◽

An Improvement on Discrete Wavelet Transform-based Algorithm for Vehicle Classification in Wireless Sensor Networks

2006 1ST IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2006.257218 ◽

2006 ◽

Author(s):

Xiao Shen ◽

Sheng Wan ◽

Hong Huo ◽

Tao Fang

Keyword(s):

Wavelet Transform ◽

Sensor Networks ◽

Wireless Sensor ◽

Vehicle Classification ◽

Discrete Wavelet

One-class support vector machines: analysis of outlier detection for wireless sensor networks in harsh environments

Artificial Intelligence Review ◽

10.1007/s10462-013-9395-x ◽

2013 ◽

Vol 43 (4) ◽

pp. 515-563 ◽

Cited By ~ 23

Author(s):

Nauman Shahid ◽

Ijaz Haider Naqvi ◽

Saad Bin Qaisar

Keyword(s):

Sensor Networks ◽

Support Vector Machines ◽

Outlier Detection ◽

Wireless Sensor ◽

Harsh Environments ◽

Support Vector ◽

Localization In Wireless Sensor Networks Based on Support Vector Machines

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2007.70800 ◽

2008 ◽

Vol 19 (7) ◽

pp. 981-994 ◽

Cited By ~ 121

Author(s):

D.A. Tran ◽

T. Nguyen

Keyword(s):

Sensor Networks ◽

Support Vector Machines ◽

Wireless Sensor ◽

Support Vector ◽