Data Reduction Using NMF for Outlier Detection Method in Wireless Sensor Networks

Advances in Intelligent Systems and Computing - Fourth International Congress on Information and Communication Technology ◽

10.1007/978-981-32-9343-4_3 ◽

2020 ◽

pp. 23-30

Author(s):

Oussama Ghorbel ◽

Hamoud Alshammari ◽

Mohammed Aseeri ◽

Radhia Khdhir ◽

Mohamed Abid

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Data Reduction ◽

Detection Method ◽

Wireless Sensor

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Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks

2014 28th International Conference on Advanced Information Networking and Applications Workshops ◽

10.1109/waina.2014.120 ◽

2014 ◽

Author(s):

Oussama Ghorbel ◽

Mohamed Abid ◽

Hichem Snoussi

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor

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An Unsupervised Local Outlier Detection Method for Wireless Sensor Networks

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2017.080850 ◽

2017 ◽

Vol 8 (8) ◽

Author(s):

Tianyu Zhang ◽

Qian Zhao ◽

Yoshihiro Shin ◽

Yukikazu Nakamoto

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor ◽

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Outlier Detection Method-Based KPCA for Water Pipeline in Wireless Sensor Networks

Advances in Intelligent Systems and Computing - Fourth International Congress on Information and Communication Technology ◽

10.1007/978-981-15-0637-6_41 ◽

2019 ◽

pp. 481-488

Author(s):

Mohammed Aseeri ◽

Oussama Ghorbel ◽

Hamoud Alshammari ◽

Ahmed Alabdullah ◽

Mohamed Abid

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor ◽

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Fast and Efficient Outlier Detection Method in Wireless Sensor Networks

IEEE Sensors Journal ◽

10.1109/jsen.2015.2388498 ◽

2015 ◽

Vol 15 (6) ◽

pp. 3403-3411 ◽

Author(s):

Oussama Ghorbel ◽

Walid Ayedi ◽

Hichem Snoussi ◽

Mohamed Abid

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor

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One class outlier detection method in wireless sensor networks: Comparative study

10.1109/softcom.2016.7772168 ◽

2016 ◽

Author(s):

Oussama Ghorbel ◽

Abdulfattah M. Obeid ◽

Mohamed Abid ◽

Hichem Snoussi

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Comparative Study ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor

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Classification data using outlier detection method in Wireless sensor networks

2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC) ◽

10.1109/iwcmc.2017.7986370 ◽

2017 ◽

Author(s):

Oussama Ghorbel ◽

Aya Ayadi ◽

Kais Loukil ◽

Mohamed S. Bensaleh ◽

Mohamed Abid

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Detection Method ◽

Wireless Sensor

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Improved approaches for density-based outlier detection in wireless sensor networks

Computing ◽

10.1007/s00607-021-00939-5 ◽

2021 ◽

Author(s):

Aymen Abid ◽

Salim El Khediri ◽

Abdennaceur Kachouri

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Wireless Sensor

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An Evolutionary Game based Secure Clustering Protocol with Fuzzy Trust Evaluation and Outlier Detection for Wireless Sensor Networks

IEEE Sensors Journal ◽

10.1109/jsen.2021.3070689 ◽

2021 ◽

pp. 1-1

Author(s):

Liu Yang ◽

Yinzhi Lu ◽

Simon X. Yang ◽

Yuanchang Zhong ◽

Tan Guo ◽

...

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Evolutionary Game ◽

Wireless Sensor ◽

Trust Evaluation ◽

Clustering Protocol ◽

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On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

Applied Soft Computing ◽

10.1016/j.asoc.2019.105610 ◽

2019 ◽

Vol 83 ◽

pp. 105610 ◽

Author(s):

S. Radhika ◽

P. Rangarajan

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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FDMG: Fault detection method by using genetic algorithm in clustered wireless sensor networks

Journal of Artificial Intelligence and Data Mining ◽

10.5829/idosi.jaidm.2015.03.01.06 ◽

2015 ◽

Vol 3 (1) ◽

Keyword(s):

Genetic Algorithm ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Fault Detection ◽

Detection Method ◽

Wireless Sensor

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