An overview of outlier detection technique developed for wireless sensor networks. - Oussama Ghorbel; Mohamed Wassim Jmal; Walid Ayedi; Hichem Snoussi; Mohamed Abid (SSD, 2013)

Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (AINA Workshops, 2014)

Improved KPCA for outlier detection in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (ATSIP, 2014)

A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (AINA, 2015)

Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks. - Oussama Ghorbel; Mohamed Wassim Jmal; Mohamed Abid; Hichem Snoussi (WWIC, 2015)

One class outlier detection method in wireless sensor networks: Comparative study. - Oussama Ghorbel; Abdulfattah Mohammad Obeid; Mohamed Abid; Hichem Snoussi (SoftCOM, 2016)

Data Classification in Water Pipeline Based on Wireless Sensors Networks. - Aya Ayadi; Oussama Ghorbel; Mohammed S. BenSaleh; Abdelfateh Obeid; Mohamed Abid (AICCSA, 2017)

Leak detection in water pipeline by means of pressure measurements for WSN. - Aya Ayadi; Oussama Ghorbel; Abdelfateh Obeid; Mohammed S. BenSaleh; Mohamed Abid (ATSIP, 2017)

Performance of outlier detection techniques based classification in Wireless sensor networks. - Aya Ayadi; Oussama Ghorbel; Mohammed S. BenSaleh; Abdelfateh Obeid; Mohamed Abid (IWCMC, 2017)

Classification data using outlier detection method in Wireless sensor networks. - Oussama Ghorbel; Aya Ayadi; Kais Loukil; Mohammed S. BenSaleh; Mohamed Abid (IWCMC, 2017)

Outlier detection based on data reduction in WSNs for water pipeline. - Aya Ayadi; Oussama Ghorbel; Mohammed S. BenSaleh; Abdelfateh Obeid; Mohamed Abid (SoftCOM, 2017)

Outlier detection approaches for wireless sensor networks: A survey. - Aya Ayadi; Oussama Ghorbel; Abdulfattah Mohammad Obeid; Mohamed Abid (Comput. Networks, 2017)

Detection of attacker and location in wireless sensor network as an application for border surveillance. - Mohammed A. Aseeri; Muhammad Ahmed; Mohammed Shakib; Oussama Ghorbel; Hussein Nasser Shaman (Int. J. Distributed Sens. Networks, 2017)

Non-Negative Matrix Factorization (NMF) for outlier detection in Wireless Sensor Networks. - Hamoud H. Alshammari; Oussama Ghorbel; Mohammed Aseeri; Mohamed Abid (IWCMC, 2018)

Combined Methods Based Outlier Detection for Water Pipeline in Wireless Sensor Networks. - Oussama Ghorbel; Aya Ayadi; Rami Ayadi; Mohammed Aseeri; Mohamed Abid (AINA, 2019)

Outlier Detection Method-Based KPCA for Water Pipeline in Wireless Sensor Networks. - Mohammed Aseeri; Oussama Ghorbel; Hamoud H. Alshammari; Ahmed S. Alabdullah; Mohamed Abid (ICICT (1), 2019)

Data Reduction Using NMF for Outlier Detection Method in Wireless Sensor Networks. - Oussama Ghorbel; Hamoud H. Alshammari; Mohammed Aseeri; Radhia Khdhir; Mohamed Abid (ICICT (2), 2019)

Kernelized technique for outliers detection to monitoring water pipeline based on WSNs. - Aya Ayadi; Oussama Ghorbel; Mohammed Sulaiman BenSaleh; Mohamed Abid (Comput. Networks, 2019)

Spatio-temporal correlations for damages identification and localization in water pipeline systems based on WSNs. - Aya Ayadi; Oussama Ghorbel; Mohammed Sulaiman BenSaleh; Mohamed Abid (Comput. Networks, 2020)

Adaptive KPCA for Outlier detection in Wireless Sensor Networks: Water pipeline case. - Oussama Ghorbel; Rami Ayadi; Ahmed Sulaiman Alanazi; Rayen Alanazi; Raed N. Alabdali; Mohamed Abid (ISNCC, 2021)

A framework of monitoring water pipeline techniques based on sensors technologies. - Aya Ayadi; Oussama Ghorbel; M. S. Ben Saleh; Mohamed Abid (J. King Saud Univ. Comput. Inf. Sci., 2022)

Water Leak Detection Using Machine Learning Method Based on Wireless Sensor Networks. - Oussama Ghorbel; Iteb BenMoussa; Mariem Turki; Raouia Khelif; Mohamed Kharrat; Mohamed Abid (ISNCC, 2024)