A comparative analysis of machine learning algorithms for faults detection in wireless sensor networks

Ehsan Ullah Warriach; Kenji Tei

doi:10.1504/ijsnet.2017.084209

A comparative analysis of machine learning algorithms for faults detection in wireless sensor networks

International Journal of Sensor Networks ◽

10.1504/ijsnet.2017.084209 ◽

2017 ◽

Vol 24 (1) ◽

pp. 1 ◽

Cited By ~ 6

Author(s):

Ehsan Ullah Warriach ◽

Kenji Tei

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Comparative Analysis ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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A Comparative Analysis of Machine Learning Algorithms for Faults Detection in Wireless Sensor Networks

International Journal of Sensor Networks ◽

10.1504/ijsnet.2016.10001361 ◽

2016 ◽

Vol 1 (1) ◽

pp. 1

Author(s):

Kenji Tei ◽

Ehsan Ullah Warriach

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Comparative Analysis ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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Supervised and Unsupervised Outlier Detection Machine Learning Algorithms in Wireless Sensor Networks

International Journal of Business Information Systems ◽

10.1504/ijbis.2021.10042585 ◽

2021 ◽

Vol 1 (1) ◽

pp. 1

Author(s):

Alaa Darabseh ◽

Praveen Khethavath

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor ◽

Unsupervised Outlier Detection

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Clustering and Data Aggregation in Wireless Sensor Networks Using Machine Learning Algorithms

2018 International Conference on Recent Trends in Advance Computing (ICRTAC) ◽

10.1109/icrtac.2018.8679318 ◽

2018 ◽

Cited By ~ 2

Author(s):

Shahina K. ◽

V. Vaidehi

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Aggregation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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Energy Efficiency Optimization in Clustered Wireless Sensor Networks via Machine Learning Algorithms

Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems ◽

10.1201/9781003107477-4 ◽

2021 ◽

pp. 59-77

Author(s):

T. Sudarson Rama Perumal ◽

V. Muthumanikandan ◽

S. Mohanalakshmi

Keyword(s):

Machine Learning ◽

Energy Efficiency ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor ◽

Efficiency Optimization

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Machine learning algorithms for wireless sensor networks: A survey

Information Fusion ◽

10.1016/j.inffus.2018.09.013 ◽

2019 ◽

Vol 49 ◽

pp. 1-25 ◽

Cited By ~ 71

Author(s):

D. Praveen Kumar ◽

Tarachand Amgoth ◽

Chandra Sekhara Rao Annavarapu

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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Modeling Intrusion Detection System Using Machine Learning Algorithms in Wireless Sensor Networks

10.1109/ubmk52708.2021.9558928 ◽

2021 ◽

Author(s):

Hamza Elbahadir ◽

Ebubekir Erdem

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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An approach to implement data fusion techniques in wireless sensor networks using genetic machine learning algorithms

Information Fusion ◽

10.1016/j.inffus.2013.05.003 ◽

2014 ◽

Vol 15 ◽

pp. 90-101 ◽

Cited By ~ 36

Author(s):

A.R. Pinto ◽

C. Montez ◽

G. Araújo ◽

F. Vasques ◽

P. Portugal

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Fusion ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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IOT Based Biomedical Wireless Sensor Networks and Machine Learning Algorithms for Detection of Diseased Conditions

2019 Innovations in Power and Advanced Computing Technologies (i-PACT) ◽

10.1109/i-pact44901.2019.8960191 ◽

2019 ◽

Cited By ~ 1

Author(s):

Nishant Wadhwani ◽

Namisha Mehta ◽

Nersisson Ruban

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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Detecting Sybil Attack In Wireless Sensor Networks Using Machine Learning Algorithms

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1042/1/012029 ◽

2021 ◽

Vol 1042 (1) ◽

pp. 012029

Author(s):

Mandala Mounica ◽

R. Vijayasaraswathi ◽

R. Vasavi

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor ◽

Sybil Attack

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Performance Analysis of LEACH with Machine Learning Algorithms in Wireless Sensor Networks

International Journal of Computer Applications ◽

10.5120/ijca2016910988 ◽

2016 ◽

Vol 147 (2) ◽

pp. 7-12 ◽

Cited By ~ 1

Author(s):

Sukhchandan Randhawa ◽

Sushma Jain

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Performance Analysis ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Wireless Sensor

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