An energy efficient IoT data compression approach for edge machine learning J Azar, A Makhoul, M Barhamgi, R Couturier Future Generation Computer Systems 96, 168-175, 2019 | 243 | 2019 |
Self-adaptive data collection and fusion for health monitoring based on body sensor networks C Habib, A Makhoul, R Darazi, C Salim IEEE transactions on Industrial Informatics 12 (6), 2342-2352, 2016 | 161 | 2016 |
A two tiers data aggregation scheme for periodic sensor networks. JM Bahi, A Makhoul, M Medlej Ad Hoc Sens. Wirel. Networks 21 (1-2), 77-100, 2014 | 125 | 2014 |
An enhanced K-means and ANOVA-based clustering approach for similarity aggregation in underwater wireless sensor networks H Harb, A Makhoul, R Couturier IEEE Sensors Journal 15 (10), 5483-5493, 2015 | 98 | 2015 |
Energy-efficient sensor data collection approach for industrial process monitoring H Harb, A Makhoul IEEE Transactions on Industrial Informatics 14 (2), 661-672, 2017 | 95 | 2017 |
An efficient data model for energy prediction using wireless sensors M Chammas, A Makhoul, J Demerjian Computers & electrical engineering 76, 249-257, 2019 | 84 | 2019 |
Adaptive data collection approach for periodic sensor networks D Laiymani, A Makhoul 2013 9th international wireless communications and Mobile computing …, 2013 | 81 | 2013 |
Residual energy-based adaptive data collection approach for periodic sensor networks A Makhoul, H Harb, D Laiymani Ad Hoc Networks 35, 149-160, 2015 | 77 | 2015 |
Comparison of different data aggregation techniques in distributed sensor networks H Harb, A Makhoul, S Tawbi, R Couturier IEEE access 5, 4250-4263, 2017 | 76 | 2017 |
Health risk assessment and decision-making for patient monitoring and decision-support using wireless body sensor networks C Habib, A Makhoul, R Darazi, R Couturier Information fusion 47, 10-22, 2019 | 75 | 2019 |
A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks GB Tayeh, A Makhoul, D Laiymani, J Demerjian Pervasive and Mobile Computing 49, 62-75, 2018 | 74 | 2018 |
K-means based clustering approach for data aggregation in periodic sensor networks H Harb, A Makhoul, D Laiymani, A Jaber, R Tawil 2014 IEEE 10th international conference on wireless and mobile computing …, 2014 | 72 | 2014 |
Robust IoT time series classification with data compression and deep learning J Azar, A Makhoul, R Couturier, J Demerjian Neurocomputing 398, 222-234, 2020 | 69 | 2020 |
A distance-based data aggregation technique for periodic sensor networks H Harb, A Makhoul, D Laiymani, A Jaber ACM Transactions on Sensor Networks (TOSN) 13 (4), 1-40, 2017 | 64 | 2017 |
Risk-based adaptive scheduling in randomly deployed video sensor networks for critical surveillance applications C Pham, A Makhoul, R Saadi Journal of Network and Computer Applications 34 (2), 783-795, 2011 | 58 | 2011 |
Data aggregation for periodic sensor networks using sets similarity functions JM Bahi, A Makhoul, M Medlej 2011 7th International Wireless Communications and Mobile Computing …, 2011 | 50 | 2011 |
A spatial-temporal correlation approach for data reduction in cluster-based sensor networks GB Tayeh, A Makhoul, C Perera, J Demerjian IEEE Access 7, 50669-50680, 2019 | 49 | 2019 |
Localization and coverage for high density sensor networks JM Bahi, A Makhoul, A Mostefaoui Computer Communications 31 (4), 770-781, 2008 | 49 | 2008 |
Anomaly‐based intrusion detection systems: The requirements, methods, measurements, and datasets S Hajj, R El Sibai, J Bou Abdo, J Demerjian, A Makhoul, C Guyeux Transactions on Emerging Telecommunications Technologies 32 (4), e4240, 2021 | 48 | 2021 |
Wireless sensor networks: A big data source in Internet of Things H Harb, AK Idrees, A Jaber, A Makhoul, O Zahwe, MA Taam International Journal of Sensors Wireless Communications and Control 7 (2 …, 2017 | 48 | 2017 |