Abdallah Makhoul

183 papers A 7B 35C 16Journal 77Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-Driven energy forecasting in smart buildings: A federated deep learning framework for Edge-Fog systems. Future Gener. Comput. Syst. Jessica Al Achy, Hassan Harb, Abdallah Makhoul
2026	J	`jnl`	Leveraging cutting-edge technologies into energy management smart buildings: An era of revolution. Eng. Appl. Artif. Intell. Jessica Al Achy, Hassan Harb, Abdallah Makhoul
2026	—	`conf`	Rendered vs AI-Generated vs Real Data: Training Industrial Object Detection Models with Multi-Source Data. VISAPP (2) Chafic Abou Akar, Hadi Koubeissy, Joe Khalil, Jimmy Tekli, Marc Kamradt, Abdallah Makhoul
2025	C	`conf`	A New Pipeline for Extracting and Clustering Sub-Images from Unannotated Complex Image Datasets. CBMI Chafic Abou Akar, Christian Beddawi, Marc Kamradt, Abdallah Makhoul
2025	J	`jnl`	A trust-driven optimization model for reliable authorization in Hadoop Environment. J. Supercomput. Nadia Battat, Abdallah Makhoul
2025	—	`conf`	AI4PM: Distributed and Intelligent Programmable Matter. AINA (2) Benoît Piranda, Mohammad Ali Nemer, Abdallah Makhoul, Julien Bourgeois
2025	—	`conf`	Adaptive Heuristics for Obstacle Handling and Uncertainty in Modular Robots. AINA (3) Benoît Piranda, Julien Bourgeois, Jacques Demerjian, Abdallah Makhoul
2025	B	`conf`	Bringing Intelligence to Energy Consumption in Smart Buildings: Leveraging Fog Computing and Federated Learning. IWCMC Jessica Al Achy, Hassan Harb, Abdallah Makhoul
2025	B	`conf`	Comparative Study of Packet Loss Models for Flooding Protocols in Dense Wireless Networks. WiMob Joseph Fares, Eugen Dedu, Jad Nassar, Abdallah Makhoul
2025	—	`conf`	Distributed Configuration Recognition for 2D Lattice-Based Modular Robots. AINA (2) Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2025	—	`conf`	Evaluating Transformer Architectures for Fault Detection in Industry 4.0: A Multivariate Time Series Classification Approach. MENACOMM Mohamed Al Hamed, Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois
2025	—	`conf`	Information Diffusion in Modular Robots and Drone Networks. MENACOMM Charbel Mattar, Joseph Gemayel, Jacques Bou Abdo, Charbel El Gemayel, Abdallah Makhoul, Jacques Demerjian
2025	—	`conf`	Module Addition-Aware Dynamic Shape Recognition for Lattice-Based Modular Robots. MENACOMM Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2025	J	`jnl`	Network Diffusion Algorithms and Simulators in IoT and Space IoT: A Systematic Review. J. Sens. Actuator Networks Charbel Mattar, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2025	C	`conf`	S-Cup: A Security Protocol for Self-Reconfiguration by Clustering on Programmable Matter Based Modular Robots. WINCOM Youssou Faye, Abdallah Makhoul, Serigne Mbacké Diene, Mohammed Ouzzif, Cheikhou Oumar Sow
2025	J	`jnl`	SORDI.ai: large-scale synthetic object recognition dataset generation for industries. Multim. Tools Appl. Chafic Abou Akar, Jimmy Tekli, Joe Khalil, Anthony Yaghi, Youssef Haddad, Abdallah Makhoul, Marc Kamradt
2025	J	`jnl`	Survey on Tabular Data Privacy and Synthetic Data Generation in Industry 4.0. Appl. Intell. Hadi Koubeissy, Amir Amine, Marc Kamradt, Abdallah Makhoul
2025	J	`jnl`	Understand your Users, An Ensemble Learning Framework for Natural Noise Filtering in Recommender Systems. CoRR Clarita Hawat, Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2025	J	`jnl`	What is Cybersecurity in Space? CoRR Charbel Mattar, Jacques Bou Abdo, Abdallah Makhoul, Benoît Piranda, Jacques Demerjian
2024	B	`conf`	A Performance Study of Cutting-Edge Technologies for Energy Consumption Prediction in Smart Buildings. WiMob Jessica Al Achy, Hassan Harb, Abdallah Makhoul
2024	—	`conf`	A Review of Early Time Series Classification Methods on Machinery Dataset. iThings/GreenCom/CPSCom/SmartData/Cybermatics Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois
2024	—	`conf`	A Survey of Clustering Algorithms for Self-Reconfiguration on Programmable Matter. ICCA Serigne Mbacké Diene, Youssou Faye, Abdallah Makhoul
2024	J	`jnl`	ASAPs: asynchronous hybrid self-reconfiguration algorithm for porous modular robotic structures. Auton. Robots Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2024	J	`jnl`	An End-to-End deep learning system for writer identification in handwritten Arabic manuscripts. Multim. Tools Appl. Michel Chammas, Abdallah Makhoul, Jacques Demerjian, Elie Dannaoui
2024	—	`ed.`	Distributed Autonomous Robotic Systems - 16th International Symposium, DARS 2022, Montbéliard, France, 28-30 November 2022. DARS Julien Bourgeois, Jamie Paik, Benoît Piranda, Justin Werfel, Sabine Hauert, Alyssa Pierson, Heiko Hamann, Tin Lun Lam, Fumitoshi Matsuno, Negar Mehr, Abdallah Makhoul
2024	J	`jnl`	Generative Adversarial Network Applications in Industry 4.0: A Review. Int. J. Comput. Vis. Chafic Abou Akar, Rachelle Abdel Massih, Anthony Yaghi, Joe Khalil, Marc Kamradt, Abdallah Makhoul
2024	J	`jnl`	Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation. Trans. Recomm. Syst. Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2024	B	`conf`	Introducing the Concept of a Hybrid Navigation System Adapted to Blind Users for Optimal Stress-free Indoor and Outdoor Mobility. IWCMC Youssef Keryakos, Youssef Bou Issa, Michel Salomon, Abdallah Makhoul
2024	B	`conf`	Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models. IWCMC Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois
2023	B	`conf`	Correlation Between Types of Obstacles and Stress Level of Blind People in Outdoor Navigation. IWCMC Youssef Keryakos, Youssef Bou Issa, Michel Salomon, Abdallah Makhoul
2023	J	`jnl`	Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems. Sensors Suzan Hajj, Joseph Azar, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul, Dominique Ginhac
2023	B	`conf`	Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System. DSAA Suzan Hajj, Joseph Azar, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Dominique Ginhac
2023	—	`conf`	Distributed Shape Recognition Algorithm for Lattice-Based Modular Robots. MRS Jad Bassil, Jean-Paul A. Yaacoub, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2023	J	`jnl`	Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter. ACM Trans. Auton. Adapt. Syst. Jad Bassil, Abdallah Makhoul, Benoît Piranda, Julien Bourgeois
2023	C	`conf`	Enhancing Complex Image Synthesis with Conditional Generative Models and Rule Extraction. ICMLA Chafic Abou Akar, André Luckow, Ahmad Obeid, Christian Beddawi, Marc Kamradt, Abdallah Makhoul
2023	—	`conf`	Exploring the Power of Weak Ties on Serendipity in Recommender Systems. COMPLEX NETWORKS (4) Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2023	B	`conf`	Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter. IWCMC Abdallah Makhoul, Jad Bassil
2023	—	`conf`	Leveraging Computer Vision Networks for Guitar Tablature Transcription. CGI (1) Charbel El Achkar, Raphaël Couturier, Abdallah Makhoul, Talar Atéchian
2023	C	`conf`	Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series. AICCSA Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois
2023	C	`conf`	Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection. ICVS Chafic Abou Akar, Anthony Semaan, Youssef Haddad, Marc Kamradt, Abdallah Makhoul
2023	J	`jnl`	Using data science to predict firemen interventions: a case study. J. Supercomput. Christophe Guyeux, Gaby Bou Tayeh, Abdallah Makhoul, Stéphane Chrétien, Julien Bourgeois, Jacques M. Bahi
2022	—	`conf`	A Dynamic ID Assignment Approach for Modular Robots. AINA (1) Joseph Assaker, Abdallah Makhoul, Julien Bourgeois, Benoît Piranda, Jacques Demerjian
2022	J	`jnl`	A Multi-Tier Data Prediction Mechanism for the Internet of Things Networks. Wirel. Pers. Commun. Hassan Harb, Chady Abou Jaoude, David Laiymani, Abdallah Makhoul, Chamseddine Zaki, Layla Tannoury
2022	A	`conf`	A New Porous Structure for Modular Robots. AAMAS Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2022	—	`conf`	A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning. MENACOMM Mohammad Ali Nemer, Joseph Azar, Jacques Demerjian, Abdallah Makhoul, Julien Bourgeois
2022	J	`jnl`	A deep learning based system for writer identification in handwritten Arabic historical manuscripts. Multim. Tools Appl. Michel Chammas, Abdallah Makhoul, Jacques Demerjian, Elie Dannaoui
2022	—	`conf`	Anomalies and Breakpoint Detection for a Dataset of Firefighters' Operations During the COVID-19 Period in France. WorldCIST (1) Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
2022	—	`conf`	Detector: Hierarchical Distributed Fault Detection Algorithm for Lattice Based Modular Robots. AINA (2) Edy Hourany, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois, Bachir Habib
2022	—	`conf`	ELECTOR: Deterministic leader election algorithm for modular robots. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Edy Hourany, Bachir Habib, Abdallah Makhoul, Benoît Piranda, Julien Bourgeois, Pierre-Cyrille Héam
2022	J	`jnl`	Efficient Lossy Compression for IoT Using SZ and Reconstruction with 1D U-Net. Mob. Networks Appl. Joseph Azar, Gaby Bou Tayeh, Abdallah Makhoul, Raphaël Couturier
2022	B	`conf`	Fault- Tolerance Mechanism for Self-Reconfiguration of Modular Robots. IWCMC Jad Bassil, Perla Tannoury, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2022	—	`conf`	Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study. AINA (1) Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
2022	J	`jnl`	Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation. CoRR Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2022	—	`conf`	How to Build an Optimal and Operational Knowledge Base to Predict Firefighters' Interventions. IntelliSys (1) Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
2022	B	`conf`	In-network data processing approach for heterogeneous wireless sensor networks. IWCMC Ibrahim Atoui, Abdallah Makhoul, Raphaël Couturier, David Laiymani
2022	A	`conf`	MAPFASTER: A Faster and Simpler take on Multi-Agent Path Finding Algorithm Selection. IROS Jean-Marc Alkazzi, Anthony Rizk, Michel Salomon, Abdallah Makhoul
2022	C	`conf`	Machine Learning for Predicting Firefighters' Interventions Per Type of Mission. CoDIT Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
2022	B	`conf`	On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study. IWCMC Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian
2022	B	`conf`	Predicting fire brigades' operations based on their type of interventions. IWCMC Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
2022	J	`jnl`	Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. IEEE Trans. Ind. Informatics Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul
2022	A	`conf`	RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure. IROS Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2022	—	`conf`	Real-time Approach for Decision Making in IoT-based Applications. SENSORNETS Hassan Harb, Diana Abi Nader, Kassem Sabeh, Abdallah Makhoul
2022	C	`conf`	Strategic Attacks on Recommender Systems: An Obfuscation Scenario. AICCSA Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2021	J	`jnl`	A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks. IEEE Access Suzan Hajj, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul, Dominique Ginhac
2021	—	`conf`	A Multivariate Data Reduction Approach for Wireless Sensor Networks. MENACOMM Ibrahim Atoui, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
2021	B	`conf`	A Personal LPWAN Remote Monitoring System. IWCMC Gaby Bou Tayeh, Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi, Sébastien Freidig
2021	J	`jnl`	An optimal cluster-based routing algorithm for UCBSNs. Internet Technol. Lett. Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2021	J	`jnl`	Anomaly-based intrusion detection systems: The requirements, methods, measurements, and datasets. Trans. Emerg. Telecommun. Technol. Suzan Hajj, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Christophe Guyeux
2021	—	`conf`	Cluster-Based Distributed Self-reconfiguration Algorithm for Modular Robots. AINA (1) Mohamad Moussa, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2021	—	`conf`	Combining Reduction and Dense Blocks for Music Genre Classification. ICONIP (6) Charbel El Achkar, Raphaël Couturier, Talar Atéchian, Abdallah Makhoul
2021	B	`conf`	Continuous energy-efficient monitoring model for mobile ad hoc networks. IWCMC Nadia Battat, Abdallah Makhoul, David Laiymani, Hamamache Kheddouci
2021	J	`jnl`	Critique on Natural Noise in Recommender Systems. ACM Trans. Knowl. Discov. Data Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2021	J	`jnl`	Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering. Comput. Electr. Eng. Joseph Azar, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
2021	B	`conf`	Enhanced Precision Time Synchronization for Modular Robots. NCA Jad Bassil, Benoît Piranda, Abdallah Makhoul, Julien Bourgeois
2021	J	`jnl`	PROLISEAN: A New Security Protocol for Programmable Matter. ACM Trans. Internet Techn. Edy Hourany, Bachir Habib, Camille Fountaine, Abdallah Makhoul, Benoît Piranda, Julien Bourgeois
2021	A	`conf`	Self-Reconfiguration of Modular Robots Using Virtual Forces. IROS Edy Hourany, Christian Stephan, Abdallah Makhoul, Benoît Piranda, Bachir Habib, Julien Bourgeois
2021	—	`conf`	Time Series Forecasting for the Number of Firefighters Interventions. AINA (1) Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul
2020	A	`conf`	A Unique Identifier Assignment Method for Distributed Modular Robots. IROS Joseph Assaker, Abdallah Makhoul, Julien Bourgeois, Jacques Demerjian
2020	B	`conf`	A Wearable LoRa-Based Emergency System for Remote Safety Monitoring. IWCMC Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian
2020	J	`jnl`	An energy-efficient data prediction and processing approach for the internet of things and sensing based applications. Peer-to-Peer Netw. Appl. Hassan Harb, Chady Abou Jaoude, Abdallah Makhoul
2020	J	`jnl`	Efficient anomaly detection on sampled data streams with contaminated phase I data. Internet Technol. Lett. Rayane El Sibai, Jacques Bou Abdo, Chady Abou Jaoude, Jacques Demerjian, Joseph Assaker, Abdallah Makhoul
2020	J	`jnl`	Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks. Multim. Tools Appl. Christian Salim, Abdallah Makhoul, Raphaël Couturier
2020	J	`jnl`	Fault tolerant data transmission reduction method for wireless sensor networks. World Wide Web Gaby Bou Tayeh, Abdallah Makhoul, Jacques Demerjian, Christophe Guyeux, Jacques M. Bahi
2020	A	`conf`	Linear Distributed Clustering Algorithm for Modular Robots Based Programmable Matter. IROS Jad Bassil, Mohamad Moussa, Abdallah Makhoul, Benoît Piranda, Julien Bourgeois
2020	J	`jnl`	Mobility aware and traffic adaptive hybrid MAC protocol for collaborative body sensor networks. Int. J. Sens. Networks Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Christophe Guyeux
2020	J	`jnl`	Performance of low level protocols in high traffic wireless body sensor networks. Peer-to-Peer Netw. Appl. Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2020	J	`jnl`	Robust IoT time series classification with data compression and deep learning. Neurocomputing Joseph Azar, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
2020	J	`jnl`	Toward fast and accurate emergency cases detection in BSNs. IET Wirel. Sens. Syst. Nadine Boudargham, Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2020	J	`jnl`	Towards an Efficient Monitoring in Multi-hop Mobile Ad Hoc Networks. Ad Hoc Sens. Wirel. Networks Nadia Battat, Abdallah Makhoul, Hamamache Kheddouci
2020	C	`conf`	Using DenseNet for IoT multivariate time series classification. ISCC Joseph Azar, Abdallah Makhoul, Raphaël Couturier
2020	C	`conf`	Writer identification for historical handwritten documents using a single feature extraction method. ICMLA Michel Chammas, Abdallah Makhoul, Jacques Demerjian
2019	B	`conf`	A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks. IWCMC Mohamad Mortada, Abdallah Makhoul, Chady Abou Jaoude, Hassan Harb, David Laiymani
2019	J	`jnl`	A Spatial-Temporal Correlation Approach for Data Reduction in Cluster-Based Sensor Networks. IEEE Access Gaby Bou Tayeh, Abdallah Makhoul, Charith Perera, Jacques Demerjian
2019	J	`jnl`	A Spatial-Temporal Correlation Approach for Data Reduction in Cluster-Based Sensor Networks. CoRR Gaby Bou Tayeh, Abdallah Makhoul, Charith Perera, Jacques Demerjian
2019	J	`jnl`	An efficient data model for energy prediction using wireless sensors. Comput. Electr. Eng. Michel Chammas, Abdallah Makhoul, Jacques Demerjian
2019	J	`jnl`	An energy efficient IoT data compression approach for edge machine learning. Future Gener. Comput. Syst. Joseph Azar, Abdallah Makhoul, Mahmoud Barhamgi, Raphaël Couturier
2019	—	`conf`	Analyzing Stress Situations for Blind People. SITIS Youssef Keryakos, Youssef Bou Issa, Abdallah Makhoul, Michel Salomon
2019	J	`jnl`	EK-means: A new clustering approach for datasets classification in sensor networks. Ad Hoc Networks Mohamed Rida, Abdallah Makhoul, Hassan Harb, David Laiymani, Mahmoud Barhamgi
2019	—	`conf`	Efficient Cluster based Routing Protocol for Collaborative Body Sensor Networks. SENSORNETS Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2019	J	`jnl`	Energy efficient data collection in periodic sensor networks using spatio-temporal node correlation. Int. J. Sens. Networks Hassan Harb, Abdallah Makhoul, Ali Jaber, Samar Tawbi
2019	J	`jnl`	Energy-efficient scheduling strategies for minimizing big data collection in cluster-based sensor networks. Peer-to-Peer Netw. Appl. Hassan Harb, Abdallah Makhoul
2019	—	`conf`	Geolocalization in Smart Environment. SENSORNETS Joseph Merhej, Jacques Demerjian, Karla Fares, Jacques Bou Abdo, Abdallah Makhoul
2019	J	`jnl`	Health risk assessment and decision-making for patient monitoring and decision-support using Wireless Body Sensor Networks. Inf. Fusion Carol Habib, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2019	J	`jnl`	Impacts of wireless sensor networks strategies and topologies on prognostics and health management. J. Intell. Manuf. Ahmad Farhat, Christophe Guyeux, Abdallah Makhoul, Ali Jaber, Rami Tawil, Abbas Hijazi
2019	—	`conf`	Major earthquake event prediction using various machine learning algorithms. ICT-DM Roxane Mallouhy, Chady Abou Jaoude, Christophe Guyeux, Abdallah Makhoul
2019	—	`conf`	SCCF Parameter and Similarity Measure Optimization and Evaluation. KSEM (1) Wissam Al Jurdi, Chady Abou Jaoude, Miriam El Khoury Badran, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul
2019	J	`jnl`	Similarity based image selection with frame rate adaptation and local event detection in wireless video sensor networks. Multim. Tools Appl. Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2019	C	`conf`	Similarity detection for smart and transparent long-range IoT relaying. ISCC Congduc Pham, Abdallah Makhoul, Mamour Diop
2018	J	`jnl`	A Real-Time Massive Data Processing Technique for Densely Distributed Sensor Networks. IEEE Access Hassan Harb, Abdallah Makhoul, Chady Abou Jaoude
2018	J	`jnl`	A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks. Pervasive Mob. Comput. Gaby Bou Tayeh, Abdallah Makhoul, David Laiymani, Jacques Demerjian
2018	—	`conf`	A new autonomous data transmission reduction method for wireless sensors networks. MENACOMM Gaby Bou Tayeh, Abdallah Makhoul, Jacques Demerjian, David Laiymani
2018	—	`conf`	Collaborative body sensor networks: Taxonomy and open challenges. MENACOMM Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2018	J	`jnl`	Efficient Hybrid Emergency Aware MAC Protocol for Wireless Body Sensor Networks. Sensors Nadine Bou Dargham, Abdallah Makhoul, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux
2018	B	`conf`	En-Route Data Filtering Technique for Maximizing Wireless Sensor Network Lifetime. IWCMC Hassan Harb, Abdallah Makhoul, Chady Abou Jaoude
2018	J	`jnl`	Energy-Efficient Sensor Data Collection Approach for Industrial Process Monitoring. IEEE Trans. Ind. Informatics Hassan Harb, Abdallah Makhoul
2018	C	`conf`	Enhanced S-MAC Protocol for Early Reaction and Detection in Wireless Video Sensor Networks. ISPDC Christian Salim, Amani Srour, Rony Darazi, Abdallah Makhoul, Raphaël Couturier
2018	B	`conf`	Kinematics Based Approach for Data Reduction in Wireless Video Sensor Networks. WiMob Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2018	J	`jnl`	On the coverage effects in wireless sensor networks based prognostic and health management. Int. J. Sens. Networks Ahmad Farhat, Christophe Guyeux, Abdallah Makhoul, Ali Jaber, Rami Tawil
2018	—	`conf`	On the performance of resource-aware compression techniques for vital signs data in wireless body sensor networks. MENACOMM Joseph Azar, Abdallah Makhoul, Rony Darazi, Jacques Demerjian, Raphaël Couturier
2018	—	`conf`	Real-time stress evaluation using wireless body sensor networks. Wireless Days Maroun Koussaifi, Carol Habib, Abdallah Makhoul
2018	B	`conf`	Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks. WiMob Joseph Azar, Carol Habib, Rony Darazi, Abdallah Makhoul, Jacques Demerjian
2018	B	`conf`	Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks. IWCMC Joseph Azar, Rony Darazi, Carol Habib, Abdallah Makhoul, Jacques Demerjian
2018	—	`conf`	Wireless multimedia sensor network deployment for disparity map calculation. MENACOMM Anthony Tannoury, Rony Darazi, Abdallah Makhoul, Christophe Guyeux
2017	J	`jnl`	A Distance-Based Data Aggregation Technique for Periodic Sensor Networks. ACM Trans. Sens. Networks Hassan Harb, Abdallah Makhoul, David Laiymani, Ali Jaber
2017	J	`jnl`	A Security Framework for Wireless Sensor Networks: Theory and Practice. CoRR Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
2017	J	`jnl`	Comparison of Different Data Aggregation Techniques in Distributed Sensor Networks. IEEE Access Hassan Harb, Abdallah Makhoul, Samar Tawbi, Raphaël Couturier
2017	J	`jnl`	Data Reduction in Sensor Networks: Performance Evaluation in a Real Environment. IEEE Embed. Syst. Lett. Abdallah Makhoul, Hassan Harb
2017	J	`jnl`	Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance. CoRR Anthony Tannoury, Rony Darazi, Christophe Guyeux, Abdallah Makhoul
2017	B	`conf`	Energy efficient filtering techniques for data aggregation in sensor networks. IWCMC Hassan Harb, Abdallah Makhoul, Samar Tawbi, Oussama Zahwe
2017	J	`jnl`	Low Cost Monitoring and Intruders Detection using Wireless Video Sensor Networks. CoRR Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul, Congduc Pham
2017	J	`jnl`	On the topology effects in wireless sensor networks based prognostics and health management. CoRR Ahmad Farhat, Abdallah Makhoul, Christophe Guyeux, Rami Tawil, Ali Jaber, Abbas Hijazi
2017	J	`jnl`	On the usefulness of information hiding techniques for wireless sensor networks security. CoRR Rola Al-Sharif, Christophe Guyeux, Yousra Ahmed Fadil, Abdallah Makhoul, Ali Jaber
2017	B	`conf`	Real-time sampling rate adaptation based on continuous risk level evaluation in wireless body sensor networks. WiMob Carol Habib, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2017	B	`conf`	Reducing the data transmission in sensor networks through Kruskal-Wallis model. WiMob Ali Jaber, Mohamad Abou Taam, Abdallah Makhoul, Chady Abou Jaoude, Oussama Zahwe, Hassan Harb
2017	—	`conf`	Trust Based Monitoring Approach for Mobile Ad Hoc Networks. ADHOC-NOW Nadia Battat, Abdallah Makhoul, Hamamache Kheddouci, Sabrina Medjahed, Nadia Aitouazzoug
2016	J	`jnl`	Adaptive data collection approach based on sets similarity function for saving energy in periodic sensor networks. Int. J. Inf. Technol. Manag. Hassan Harb, Abdallah Makhoul, Ali Jaber, Rami Tawil, Oussama Bazzi
2016	B	`conf`	Adaptive sampling algorithms with local emergency detection for energy saving in Wireless Body Sensor Networks. NOMS Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2016	B	`conf`	Combining frame rate adaptation and similarity detection for video sensor nodes in Wireless Multimedia Sensor Networks. IWCMC Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2016	J	`jnl`	Epidemiological Approach for Data Survivability in Unattended Wireless Sensor Networks. CoRR Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Abdallah Makhoul
2016	J	`jnl`	Investigating Low Level Protocols for Wireless Body Sensor Networks. CoRR Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2016	C	`conf`	Investigating low level protocols for Wireless Body Sensor Networks. AICCSA Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul
2016	A	`conf`	Multisensor Data Fusion for Patient Risk Level Determination and Decision-support in Wireless Body Sensor Networks. MSWiM Carol Habib, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2016	B	`conf`	Multisensor data fusion and decision support in wireless body sensor networks. NOMS Carol Habib, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
2016	—	`conf`	On the Topology Effects in Wireless Sensor Networks Based Prognostics and Health Management. CSE/EUC/DCABES Ahmad Farhat, Abdallah Makhoul, Christophe Guyeux, Rami Tawil, Ali Jaber, Abbas Hijazi
2016	J	`jnl`	Self-Adaptive Data Collection and Fusion for Health Monitoring Based on Body Sensor Networks. IEEE Trans. Ind. Informatics Carol Habib, Abdallah Makhoul, Rony Darazi, Christian Salim
2016	—	`conf`	Tree-Based Data Aggregation Approach in Periodic Sensor Networks Using Correlation Matrix and Polynomial Regression. CSE/EUC/DCABES Ibrahim Atoui, Abdallah Makhoul, Samar Tawbi, Raphaël Couturier, Abbas Hijazi
2016	J	`jnl`	Two Security Layers for Hierarchical Data Aggregation in Sensor Networks. CoRR Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul
2016	J	`jnl`	Using an Epidemiological Approach to Maximize Data Survival in the Internet of Things. ACM Trans. Internet Techn. Abdallah Makhoul, Christophe Guyeux, Mourad Hakem, Jacques M. Bahi
2016	J	`jnl`	Using an epidemiological approach to maximize data survival in the internet of things. CoRR Abdallah Makhoul, Christophe Guyeux, Mourad Hakem, Jacques M. Bahi
2015	J	`jnl`	A Complete Security Framework for Wireless Sensor Networks: Theory and Practice. Int. J. Inf. Technol. Web Eng. Christophe Guyeux, Abdallah Makhoul, Ibrahim Atoui, Samar Tawbi, Jacques M. Bahi
2015	C	`conf`	ATP: An Aggregation and Transmission Protocol for Conserving Energy in Periodic Sensor Networks. WETICE Hassan Harb, Abdallah Makhoul, Raphaël Couturier, Maguy Medlej
2015	J	`jnl`	An Analysis of Variance-Based Methods for Data Aggregation in Periodic Sensor Networks. Trans. Large Scale Data Knowl. Centered Syst. Hassan Harb, Abdallah Makhoul, David Laiymani, Oussama Bazzi, Ali Jaber
2015	J	`jnl`	An adaptive scheme for data collection and aggregation in periodic sensor networks. Int. J. Sens. Networks Abdallah Makhoul, David Laiymani, Hassan Harb, Jacques M. Bahi
2015	J	`jnl`	Residual energy-based adaptive data collection approach for periodic sensor networks. Ad Hoc Networks Abdallah Makhoul, Hassan Harb, David Laiymani
2014	C	`conf`	A Security Framework for Wireless Sensor Networks: Theory and Practice. WETICE Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi
2014	J	`jnl`	A Two Tiers Data Aggregation Scheme for Periodic Sensor Networks. Ad Hoc Sens. Wirel. Networks Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej
2014	B	`conf`	A suffix-based enhanced technique for data aggregation in periodic sensor networks. IWCMC Hassan Harb, Abdallah Makhoul, Rami Tawil, Ali Jaber
2014	J	`jnl`	Energy-efficient data aggregation and transfer in periodic sensor networks. IET Wirel. Sens. Syst. Hassan Harb, Abdallah Makhoul, Rami Tawil, Ali Jaber
2014	J	`jnl`	Epidemiological approach for data survivability in unattended wireless sensor networks. J. Netw. Comput. Appl. Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Abdallah Makhoul
2014	B	`conf`	K-means based clustering approach for data aggregation in periodic sensor networks. WiMob Hassan Harb, Abdallah Makhoul, David Laiymani, Ali Jaber, Rami Tawil
2014	B	`conf`	Local emergency detection approach for saving energy in wireless body sensor networks. WiMob Sabrina Elghers, Abdallah Makhoul, David Laiymani
2014	—	`conf`	On the Usefulness of Information Hiding Techniques for Wireless Sensor Networks Security. ADHOCNETS Rola Al-Sharif, Christophe Guyeux, Yousra Ahmed Fadil, Abdallah Makhoul, Ali Jaber
2014	J	`jnl`	Two security layers for hierarchical data aggregation in sensor networks. Int. J. Auton. Adapt. Commun. Syst. Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul
2013	B	`conf`	Adaptive data collection approach for periodic sensor networks. IWCMC David Laiymani, Abdallah Makhoul
2012	—	`conf`	An Optimized In-Network Aggregation Scheme for Data Collection in Periodic Sensor Networks. ADHOC-NOW Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej
2012	B	`conf`	Frequency filtering approach for data aggregation in periodic sensor networks. NOMS Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej
2012	J	`jnl`	Low-Cost Monitoring and Intruders Detection Using Wireless Video Sensor Networks. Int. J. Distributed Sens. Networks Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul, Congduc Pham
2011	B	`conf`	Data aggregation for periodic sensor networks using sets similarity functions. IWCMC Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej
2011	C	`conf`	Reliable distributed data fusion scheme in unsafe sensor networks. AICCSA Jacques M. Bahi, Mourad Hakem, Abdallah Makhoul
2011	J	`jnl`	Risk-based adaptive scheduling in randomly deployed video sensor networks for critical surveillance applications. J. Netw. Comput. Appl. Congduc Pham, Abdallah Makhoul, Rachid Saadi
2011	—	`conf`	Secure Scheduling of Wireless Video Sensor Nodes for Surveillance Applications. ADHOCNETS Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul, Congduc Pham
2010	—	`ch.`	An Adaptation Framework for Web Multimedia Presentations. Emergent Web Intelligence Salima Benbernou, Mohand-Saïd Hacid, Abdallah Makhoul, Ahmed Mostefaoui
2010	B	`conf`	Performance study of multiple cover-set strategies for mission-critical video surveillance with wireless video sensors. WiMob Congduc Pham, Abdallah Makhoul
2010	—	`conf`	Secure Data Aggregation in Wireless Sensor Networks: Homomorphism versus Watermarking Approach. ADHOCNETS Jacques M. Bahi, Christophe Guyeux, Abdallah Makhoul
2009	—	`conf`	Adaptive scheduling of wireless video sensor nodes for surveillance applications. PM2HW2N@MSWiM Abdallah Makhoul, Rachid Saadi, Congduc Pham
2009	—	`conf`	Coverage and adaptive scheduling algorithms for criticality management on video wireless sensor networks. ICUMT Abdallah Makhoul, Rachid Saadi, Congduc Pham
2009	—	`conf`	Dynamic scheduling of cover-sets in randomly deployed Wireless Video Sensor Networks for surveillance applications. Wireless Days Abdallah Makhoul, Congduc Pham
2008	—	`conf`	A scalable fault tolerant diffusion scheme for data fusion in sensor networks. Infoscale Jacques M. Bahi, Arnaud Giersch, Abdallah Makhoul
2008	J	`jnl`	Hilbert mobile beacon for localisation and coverage in sensor networks. Int. J. Syst. Sci. Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui
2008	J	`jnl`	Localization and coverage for high density sensor networks. Comput. Commun. Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui
2007	B	`conf`	A Mobile Beacon Based Approach for Sensor Network Localization. WiMob Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui
2007	—	`conf`	Localization and Coverage for High Density Sensor Networks. PerCom Workshops Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui
2005	C	`conf`	A Spatio-Temporal Adaptation Model for Multimedia Presentations. ISM Salima Benbernou, Abdallah Makhoul, Mohand-Said Hacid, Ahmed Mostefaoui