A Spatio-Temporal Adaptation Model for Multimedia Presentations. - Salima Benbernou; Abdallah Makhoul; Mohand-Said Hacid; Ahmed Mostefaoui (ISM, 2005)

A Mobile Beacon Based Approach for Sensor Network Localization. - Jacques M. Bahi; Abdallah Makhoul; Ahmed Mostefaoui (WiMob, 2007)

A scalable fault tolerant diffusion scheme for data fusion in sensor networks. - Jacques M. Bahi; Arnaud Giersch; Abdallah Makhoul (Infoscale, 2008)

Localization and coverage for high density sensor networks. - Jacques M. Bahi; Abdallah Makhoul; Ahmed Mostefaoui (Comput. Commun., 2008)

Hilbert mobile beacon for localisation and coverage in sensor networks. - Jacques M. Bahi; Abdallah Makhoul; Ahmed Mostefaoui (Int. J. Syst. Sci., 2008)

Coverage and adaptive scheduling algorithms for criticality management on video wireless sensor networks. - Abdallah Makhoul; Rachid Saadi; CongDuc Pham (ICUMT, 2009)

Adaptive scheduling of wireless video sensor nodes for surveillance applications. - Abdallah Makhoul; Rachid Saadi; Congduc Pham (PM2HW2N@MSWiM, 2009)

Dynamic scheduling of cover-sets in randomly deployed Wireless Video Sensor Networks for surveillance applications. - Abdallah Makhoul; CongDuc Pham (Wireless Days, 2009)

Secure Data Aggregation in Wireless Sensor Networks: Homomorphism versus Watermarking Approach. - Jacques M. Bahi; Christophe Guyeux; Abdallah Makhoul (ADHOCNETS, 2010)

Performance study of multiple cover-set strategies for mission-critical video surveillance with wireless video sensors. - CongDuc Pham; Abdallah Makhoul (WiMob, 2010)

An Adaptation Framework for Web Multimedia Presentations. - Salima Benbernou; Mohand-Saïd Hacid; Abdallah Makhoul; Ahmed Mostefaoui (Emergent Web Intelligence, 2010)

Secure Scheduling of Wireless Video Sensor Nodes for Surveillance Applications. - Jacques M. Bahi; Christophe Guyeux; Abdallah Makhoul; CongDuc Pham (ADHOCNETS, 2011)

Reliable distributed data fusion scheme in unsafe sensor networks. - Jacques M. Bahi; Mourad Hakem; Abdallah Makhoul (AICCSA, 2011)

Data aggregation for periodic sensor networks using sets similarity functions. - Jacques M. Bahi; Abdallah Makhoul; Maguy Medlej (IWCMC, 2011)

Risk-based adaptive scheduling in randomly deployed video sensor networks for critical surveillance applications. - CongDuc Pham; Abdallah Makhoul; Rachid Saadi (J. Netw. Comput. Appl., 2011)

An Optimized In-Network Aggregation Scheme for Data Collection in Periodic Sensor Networks. - Jacques M. Bahi; Abdallah Makhoul; Maguy Medlej (ADHOC-NOW, 2012)

Frequency filtering approach for data aggregation in periodic sensor networks. - Jacques M. Bahi; Abdallah Makhoul; Maguy Medlej (NOMS, 2012)

Low-Cost Monitoring and Intruders Detection Using Wireless Video Sensor Networks. - Jacques M. Bahi; Christophe Guyeux; Abdallah Makhoul; Congduc Pham (Int. J. Distributed Sens. Networks, 2012)

Adaptive data collection approach for periodic sensor networks. - David Laiymani; Abdallah Makhoul (IWCMC, 2013)

On the Usefulness of Information Hiding Techniques for Wireless Sensor Networks Security. - Rola Al-Sharif; Christophe Guyeux; Yousra Ahmed Fadil; Abdallah Makhoul; Ali Jaber (ADHOCNETS, 2014)

A suffix-based enhanced technique for data aggregation in periodic sensor networks. - Hassan Harb; Abdallah Makhoul; Rami Tawil; Ali Jaber (IWCMC, 2014)

A Security Framework for Wireless Sensor Networks: Theory and Practice. - Christophe Guyeux; Abdallah Makhoul; Jacques M. Bahi (WETICE, 2014)

Local emergency detection approach for saving energy in wireless body sensor networks. - Sabrina Elghers; Abdallah Makhoul; David Laiymani (WiMob, 2014)

K-means based clustering approach for data aggregation in periodic sensor networks. - Hassan Harb; Abdallah Makhoul; David Laiymani; Ali Jaber; Rami Tawil (WiMob, 2014)

A Two Tiers Data Aggregation Scheme for Periodic Sensor Networks. - Jacques M. Bahi; Abdallah Makhoul; Maguy Medlej (Ad Hoc Sens. Wirel. Networks, 2014)

Energy-efficient data aggregation and transfer in periodic sensor networks. - Hassan Harb; Abdallah Makhoul; Rami Tawil; Ali Jaber (IET Wirel. Sens. Syst., 2014)

Two security layers for hierarchical data aggregation in sensor networks. - Jacques M. Bahi; Christophe Guyeux; Abdallah Makhoul (Int. J. Auton. Adapt. Commun. Syst., 2014)

Epidemiological approach for data survivability in unattended wireless sensor networks. - Jacques M. Bahi; Christophe Guyeux; Mourad Hakem; Abdallah Makhoul (J. Netw. Comput. Appl., 2014)

ATP: An Aggregation and Transmission Protocol for Conserving Energy in Periodic Sensor Networks. - Hassan Harb; Abdallah Makhoul; Raphaël Couturier; Maguy Medlej (WETICE, 2015)

Residual energy-based adaptive data collection approach for periodic sensor networks. - Abdallah Makhoul; Hassan Harb; David Laiymani (Ad Hoc Networks, 2015)

A Complete Security Framework for Wireless Sensor Networks: Theory and Practice. - Christophe Guyeux; Abdallah Makhoul; Ibrahim Atoui; Samar Tawbi; Jacques M. Bahi (Int. J. Inf. Technol. Web Eng., 2015)

An adaptive scheme for data collection and aggregation in periodic sensor networks. - Abdallah Makhoul; David Laiymani; Hassan Harb; Jacques M. Bahi (Int. J. Sens. Networks, 2015)

An Analysis of Variance-Based Methods for Data Aggregation in Periodic Sensor Networks. - Hassan Harb; Abdallah Makhoul; David Laiymani; Oussama Bazzi; Ali Jaber (Trans. Large Scale Data Knowl. Centered Syst., 2015)

Investigating low level protocols for Wireless Body Sensor Networks. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (AICCSA, 2016)

Tree-Based Data Aggregation Approach in Periodic Sensor Networks Using Correlation Matrix and Polynomial Regression. - Ibrahim Atoui; Abdallah Makhoul; Samar Tawbi; Raphaël Couturier; Abbas Hijazi (CSE/EUC/DCABES, 2016)

On the Topology Effects in Wireless Sensor Networks Based Prognostics and Health Management. - Ahmad Farhat; Abdallah Makhoul; Christophe Guyeux; Rami Tawil; Ali Jaber; Abbas Hijazi (CSE/EUC/DCABES, 2016)

Combining frame rate adaptation and similarity detection for video sensor nodes in Wireless Multimedia Sensor Networks. - Christian Salim; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (IWCMC, 2016)

Multisensor Data Fusion for Patient Risk Level Determination and Decision-support in Wireless Body Sensor Networks. - Carol Habib; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (MSWiM, 2016)

Multisensor data fusion and decision support in wireless body sensor networks. - Carol Habib; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (NOMS, 2016)

Adaptive sampling algorithms with local emergency detection for energy saving in Wireless Body Sensor Networks. - Christian Salim; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (NOMS, 2016)

Adaptive data collection approach based on sets similarity function for saving energy in periodic sensor networks. - Hassan Harb; Abdallah Makhoul; Ali Jaber; Rami Tawil; Oussama Bazzi (Int. J. Inf. Technol. Manag., 2016)

Self-Adaptive Data Collection and Fusion for Health Monitoring Based on Body Sensor Networks. - Carol Habib; Abdallah Makhoul; Rony Darazi; Christian Salim (IEEE Trans. Ind. Informatics, 2016)

Using an Epidemiological Approach to Maximize Data Survival in the Internet of Things. - Abdallah Makhoul; Christophe Guyeux; Mourad Hakem; Jacques M. Bahi (ACM Trans. Internet Techn., 2016)

Trust Based Monitoring Approach for Mobile Ad Hoc Networks. - Nadia Battat; Abdallah Makhoul; Hamamache Kheddouci; Sabrina Medjahed; Nadia Aitouazzoug (ADHOC-NOW, 2017)

Energy efficient filtering techniques for data aggregation in sensor networks. - Hassan Harb; Abdallah Makhoul; Samar Tawbi; Oussama Zahwe (IWCMC, 2017)

Real-time sampling rate adaptation based on continuous risk level evaluation in wireless body sensor networks. - Carol Habib; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (WiMob, 2017)

Reducing the data transmission in sensor networks through Kruskal-Wallis model. - Ali Jaber; Mohamad Abou Taam; Abdallah Makhoul; Chady Abou Jaoude; Oussama Zahwe; Hassan Harb (WiMob, 2017)

Comparison of Different Data Aggregation Techniques in Distributed Sensor Networks. - Hassan Harb; Abdallah Makhoul; Samar Tawbi; Raphaël Couturier (IEEE Access, 2017)

Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance. - Anthony Tannoury; Rony Darazi; Christophe Guyeux; Abdallah Makhoul (CoRR, 2017)

Data Reduction in Sensor Networks: Performance Evaluation in a Real Environment. - Abdallah Makhoul; Hassan Harb (IEEE Embed. Syst. Lett., 2017)

A Distance-Based Data Aggregation Technique for Periodic Sensor Networks. - Hassan Harb; Abdallah Makhoul; David Laiymani; Ali Jaber (ACM Trans. Sens. Networks, 2017)

Enhanced S-MAC Protocol for Early Reaction and Detection in Wireless Video Sensor Networks. - Christian Salim; Amani Srour; Rony Darazi; Abdallah Makhoul; Raphaël Couturier (ISPDC, 2018)

Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks. - Joseph Azar; Rony Darazi; Carol Habib; Abdallah Makhoul; Jacques Demerjian (IWCMC, 2018)

En-Route Data Filtering Technique for Maximizing Wireless Sensor Network Lifetime. - Hassan Harb; Abdallah Makhoul; Chady Abou Jaoude (IWCMC, 2018)

On the performance of resource-aware compression techniques for vital signs data in wireless body sensor networks. - Joseph Azar; Abdallah Makhoul; Rony Darazi; Jacques Demerjian; Raphaël Couturier (MENACOMM, 2018)

Collaborative body sensor networks: Taxonomy and open challenges. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (MENACOMM, 2018)

Wireless multimedia sensor network deployment for disparity map calculation. - Anthony Tannoury; Rony Darazi; Abdallah Makhoul; Christophe Guyeux (MENACOMM, 2018)

A new autonomous data transmission reduction method for wireless sensors networks. - Gaby Bou Tayeh; Abdallah Makhoul; Jacques Demerjian; David Laiymani (MENACOMM, 2018)

Real-time stress evaluation using wireless body sensor networks. - Maroun Koussaifi; Carol Habib; Abdallah Makhoul (Wireless Days, 2018)

Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks. - Joseph Azar; Carol Habib; Rony Darazi; Abdallah Makhoul; Jacques Demerjian (WiMob, 2018)

Kinematics Based Approach for Data Reduction in Wireless Video Sensor Networks. - Christian Salim; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (WiMob, 2018)

A Real-Time Massive Data Processing Technique for Densely Distributed Sensor Networks. - Hassan Harb; Abdallah Makhoul; Chady Abou Jaoude (IEEE Access, 2018)

On the coverage effects in wireless sensor networks based prognostic and health management. - Ahmad Farhat; Christophe Guyeux; Abdallah Makhoul; Ali Jaber; Rami Tawil (Int. J. Sens. Networks, 2018)

A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks. - Gaby Bou Tayeh; Abdallah Makhoul; David Laiymani; Jacques Demerjian (Pervasive Mob. Comput., 2018)

Efficient Hybrid Emergency Aware MAC Protocol for Wireless Body Sensor Networks. - Nadine Bou Dargham; Abdallah Makhoul; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux (Sensors, 2018)

Energy-Efficient Sensor Data Collection Approach for Industrial Process Monitoring. - Hassan Harb; Abdallah Makhoul (IEEE Trans. Ind. Informatics, 2018)

Major earthquake event prediction using various machine learning algorithms. - Roxane Mallouhy; Chady Abou Jaoude; Christophe Guyeux; Abdallah Makhoul (ICT-DM, 2019)

Similarity detection for smart and transparent long-range IoT relaying. - Congduc Pham; Abdallah Makhoul; Mamour Diop (ISCC, 2019)

A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks. - Mohamad Mortada; Abdallah Makhoul; Chady Abou Jaoude; Hassan Harb; David Laiymani (IWCMC, 2019)

SCCF Parameter and Similarity Measure Optimization and Evaluation. - Wissam Al Jurdi; Chady Abou Jaoude; Miriam El Khoury Badran; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (KSEM (1), 2019)

Efficient Cluster based Routing Protocol for Collaborative Body Sensor Networks. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (SENSORNETS, 2019)

Geolocalization in Smart Environment. - Joseph Merhej; Jacques Demerjian; Karla Fares; Jacques Bou Abdo; Abdallah Makhoul (SENSORNETS, 2019)

Analyzing Stress Situations for Blind People. - Youssef Keryakos; Youssef Bou Issa; Abdallah Makhoul; Michel Salomon (SITIS, 2019)

A Spatial-Temporal Correlation Approach for Data Reduction in Cluster-Based Sensor Networks. - Gaby Bou Tayeh; Abdallah Makhoul; Charith Perera; Jacques Demerjian (IEEE Access, 2019)

EK-means: A new clustering approach for datasets classification in sensor networks. - Mohamed Rida; Abdallah Makhoul; Hassan Harb; David Laiymani; Mahmoud Barhamgi (Ad Hoc Networks, 2019)

An efficient data model for energy prediction using wireless sensors. - Michel Chammas; Abdallah Makhoul; Jacques Demerjian (Comput. Electr. Eng., 2019)

An energy efficient IoT data compression approach for edge machine learning. - Joseph Azar; Abdallah Makhoul; Mahmoud Barhamgi; Raphaël Couturier (Future Gener. Comput. Syst., 2019)

Energy efficient data collection in periodic sensor networks using spatio-temporal node correlation. - Hassan Harb; Abdallah Makhoul; Ali Jaber; Samar Tawbi (Int. J. Sens. Networks, 2019)

Health risk assessment and decision-making for patient monitoring and decision-support using Wireless Body Sensor Networks. - Carol Habib; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (Inf. Fusion, 2019)

Impacts of wireless sensor networks strategies and topologies on prognostics and health management. - Ahmad Farhat; Christophe Guyeux; Abdallah Makhoul; Ali Jaber; Rami Tawil; Abbas Hijazi (J. Intell. Manuf., 2019)

Similarity based image selection with frame rate adaptation and local event detection in wireless video sensor networks. - Christian Salim; Abdallah Makhoul; Rony Darazi; Raphaël Couturier (Multim. Tools Appl., 2019)

Energy-efficient scheduling strategies for minimizing big data collection in cluster-based sensor networks. - Hassan Harb; Abdallah Makhoul (Peer-to-Peer Netw. Appl., 2019)

Writer identification for historical handwritten documents using a single feature extraction method. - Michel Chammas; Abdallah Makhoul; Jacques Demerjian (ICMLA, 2020)

A Unique Identifier Assignment Method for Distributed Modular Robots. - Joseph Assaker; Abdallah Makhoul; Julien Bourgeois; Jacques Demerjian (IROS, 2020)

Linear Distributed Clustering Algorithm for Modular Robots Based Programmable Matter. - Jad Bassil; Mohamad Moussa; Abdallah Makhoul; Benoît Piranda; Julien Bourgeois (IROS, 2020)

Using DenseNet for IoT multivariate time series classification. - Joseph Azar; Abdallah Makhoul; Raphaël Couturier (ISCC, 2020)

A Wearable LoRa-Based Emergency System for Remote Safety Monitoring. - Gaby Bou Tayeh; Joseph Azar; Abdallah Makhoul; Christophe Guyeux; Jacques Demerjian (IWCMC, 2020)

Towards an Efficient Monitoring in Multi-hop Mobile Ad Hoc Networks. - Nadia Battat; Abdallah Makhoul; Hamamache Kheddouci (Ad Hoc Sens. Wirel. Networks, 2020)

Toward fast and accurate emergency cases detection in BSNs. - Nadine Boudargham; Rayane El Sibai; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (IET Wirel. Sens. Syst., 2020)

Robust IoT time series classification with data compression and deep learning. - Joseph Azar; Abdallah Makhoul; Raphaël Couturier; Jacques Demerjian (Neurocomputing, 2020)

Mobility aware and traffic adaptive hybrid MAC protocol for collaborative body sensor networks. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul; Christophe Guyeux (Int. J. Sens. Networks, 2020)

Efficient anomaly detection on sampled data streams with contaminated phase I data. - Rayane El Sibai; Jacques Bou Abdo; Chady Abou Jaoude; Jacques Demerjian; Joseph Assaker; Abdallah Makhoul (Internet Technol. Lett., 2020)

Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks. - Christian Salim; Abdallah Makhoul; Raphaël Couturier (Multim. Tools Appl., 2020)

Performance of low level protocols in high traffic wireless body sensor networks. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (Peer-to-Peer Netw. Appl., 2020)

An energy-efficient data prediction and processing approach for the internet of things and sensing based applications. - Hassan Harb; Chady Abou Jaoude; Abdallah Makhoul (Peer-to-Peer Netw. Appl., 2020)

Fault tolerant data transmission reduction method for wireless sensor networks. - Gaby Bou Tayeh; Abdallah Makhoul; Jacques Demerjian; Christophe Guyeux; Jacques M. Bahi (World Wide Web, 2020)

Time Series Forecasting for the Number of Firefighters Interventions. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (AINA (1), 2021)

Cluster-Based Distributed Self-reconfiguration Algorithm for Modular Robots. - Mohamad Moussa; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (AINA (1), 2021)

Combining Reduction and Dense Blocks for Music Genre Classification. - Charbel El Achkar; Raphaël Couturier; Talar Atéchian; Abdallah Makhoul (ICONIP (6), 2021)

Self-Reconfiguration of Modular Robots Using Virtual Forces. - Edy Hourany; Christian Stephan; Abdallah Makhoul; Benoît Piranda; Bachir Habib; Julien Bourgeois (IROS, 2021)

Continuous energy-efficient monitoring model for mobile ad hoc networks. - Nadia Battat; Abdallah Makhoul; David Laiymani; Hamamache Kheddouci (IWCMC, 2021)

A Personal LPWAN Remote Monitoring System. - Gaby Bou Tayeh; Christophe Guyeux; Abdallah Makhoul; Jacques M. Bahi; Sébastien Freidig (IWCMC, 2021)

A Multivariate Data Reduction Approach for Wireless Sensor Networks. - Ibrahim Atoui; Abdallah Makhoul; Raphaël Couturier; Jacques Demerjian (MENACOMM, 2021)

Enhanced Precision Time Synchronization for Modular Robots. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (NCA, 2021)

A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks. - Suzan Hajj; Rayane El Sibai; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul; Dominique Ginhac (IEEE Access, 2021)

Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering. - Joseph Azar; Abdallah Makhoul; Raphaël Couturier; Jacques Demerjian (Comput. Electr. Eng., 2021)

Anomaly-based intrusion detection systems: The requirements, methods, measurements, and datasets. - Suzan Hajj; Rayane El Sibai; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul; Christophe Guyeux (Trans. Emerg. Telecommun. Technol., 2021)

An optimal cluster-based routing algorithm for UCBSNs. - Nadine Boudargham; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul (Internet Technol. Lett., 2021)

Critique on Natural Noise in Recommender Systems. - Wissam Al Jurdi; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (ACM Trans. Knowl. Discov. Data, 2021)

PROLISEAN: A New Security Protocol for Programmable Matter. - Edy Hourany; Bachir Habib; Camille Fountaine; Abdallah Makhoul; Benoît Piranda; Julien Bourgeois (ACM Trans. Internet Techn., 2021)

Strategic Attacks on Recommender Systems: An Obfuscation Scenario. - Wissam Al Jurdi; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (AICCSA, 2022)

A Dynamic ID Assignment Approach for Modular Robots. - Joseph Assaker; Abdallah Makhoul; Julien Bourgeois; Benoît Piranda; Jacques Demerjian (AINA (1), 2022)

Detector: Hierarchical Distributed Fault Detection Algorithm for Lattice Based Modular Robots. - Edy Hourany; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois; Bachir Habib (AINA (2), 2022)

Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (AINA (1), 2022)

A New Porous Structure for Modular Robots. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (AAMAS, 2022)

Machine Learning for Predicting Firefighters' Interventions Per Type of Mission. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (CoDIT, 2022)

How to Build an Optimal and Operational Knowledge Base to Predict Firefighters' Interventions. - Christophe Guyeux; Abdallah Makhoul; Jacques M. Bahi (IntelliSys (1), 2022)

MAPFASTER: A Faster and Simpler take on Multi-Agent Path Finding Algorithm Selection. - Jean-Marc Alkazzi; Anthony Rizk; Michel Salomon; Abdallah Makhoul (IROS, 2022)

RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (IROS, 2022)

In-network data processing approach for heterogeneous wireless sensor networks. - Ibrahim Atoui; Abdallah Makhoul; Raphaël Couturier; David Laiymani (IWCMC, 2022)

Fault- Tolerance Mechanism for Self-Reconfiguration of Modular Robots. - Jad Bassil; Perla Tannoury; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (IWCMC, 2022)

Predicting fire brigades' operations based on their type of interventions. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (IWCMC, 2022)

On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study. - Gaby Bou Tayeh; Joseph Azar; Abdallah Makhoul; Christophe Guyeux; Jacques Demerjian (IWCMC, 2022)

A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning. - Mohammad Ali Nemer; Joseph Azar; Jacques Demerjian; Abdallah Makhoul; Julien Bourgeois (MENACOMM, 2022)

Real-time Approach for Decision Making in IoT-based Applications. - Hassan Harb; Diana Abi Nader; Kassem Sabeh; Abdallah Makhoul (SENSORNETS, 2022)

ELECTOR: Deterministic leader election algorithm for modular robots. - Edy Hourany; Bachir Habib; Abdallah Makhoul; Benoît Piranda; Julien Bourgeois; Pierre-Cyrille Héam (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Anomalies and Breakpoint Detection for a Dataset of Firefighters' Operations During the COVID-19 Period in France. - Roxane Elias Mallouhy; Christophe Guyeux; Chady Abou Jaoude; Abdallah Makhoul (WorldCIST (1), 2022)

Efficient Lossy Compression for IoT Using SZ and Reconstruction with 1D U-Net. - Joseph Azar; Gaby Bou Tayeh; Abdallah Makhoul; Raphaël Couturier (Mob. Networks Appl., 2022)

A deep learning based system for writer identification in handwritten Arabic historical manuscripts. - Michel Chammas; Abdallah Makhoul; Jacques Demerjian; Elie Dannaoui (Multim. Tools Appl., 2022)

Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. - Héber Hwang Arcolezi; Selene Cerna; Jean-François Couchot; Christophe Guyeux; Abdallah Makhoul (IEEE Trans. Ind. Informatics, 2022)

A Multi-Tier Data Prediction Mechanism for the Internet of Things Networks. - Hassan Harb; Chady Abou Jaoude; David Laiymani; Abdallah Makhoul; Chamseddine Zaki; Layla Tannoury (Wirel. Pers. Commun., 2022)

Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (AICCSA, 2023)

Leveraging Computer Vision Networks for Guitar Tablature Transcription. - Charbel El Achkar; Raphaël Couturier; Abdallah Makhoul; Talar Atéchian (CGI (1), 2023)

Exploring the Power of Weak Ties on Serendipity in Recommender Systems. - Wissam Al Jurdi; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (COMPLEX NETWORKS (4), 2023)

Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System. - Suzan Hajj; Joseph Azar; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul; Dominique Ginhac (DSAA, 2023)

Enhancing Complex Image Synthesis with Conditional Generative Models and Rule Extraction. - Chafic Abou Akar; André Luckow; Ahmad Obeid 001; Christian Beddawi; Marc Kamradt; Abdallah Makhoul (ICMLA, 2023)

Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection. - Chafic Abou Akar; Anthony Semaan; Youssef Haddad; Marc Kamradt; Abdallah Makhoul (ICVS, 2023)

Correlation Between Types of Obstacles and Stress Level of Blind People in Outdoor Navigation. - Youssef Keryakos; Youssef Bou Issa; Michel Salomon; Abdallah Makhoul (IWCMC, 2023)

Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter. - Abdallah Makhoul; Jad Bassil (IWCMC, 2023)

Distributed Shape Recognition Algorithm for Lattice-Based Modular Robots. - Jad Bassil; Jean-Paul A. Yaacoub; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (MRS, 2023)

Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter. - Jad Bassil; Abdallah Makhoul; Benoît Piranda; Julien Bourgeois (ACM Trans. Auton. Adapt. Syst., 2023)

Using data science to predict firemen interventions: a case study. - Christophe Guyeux; Gaby Bou Tayeh; Abdallah Makhoul; Stéphane Chrétien; Julien Bourgeois; Jacques M. Bahi (J. Supercomput., 2023)

Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems. - Suzan Hajj; Joseph Azar; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul; Dominique Ginhac (Sensors, 2023)

A Survey of Clustering Algorithms for Self-Reconfiguration on Programmable Matter. - Serigne Mbacké Diene; Youssou Faye; Abdallah Makhoul (ICCA, 2024)

A Review of Early Time Series Classification Methods on Machinery Dataset. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2024)

Introducing the Concept of a Hybrid Navigation System Adapted to Blind Users for Optimal Stress-free Indoor and Outdoor Mobility. - Youssef Keryakos; Youssef Bou Issa; Michel Salomon; Abdallah Makhoul (IWCMC, 2024)

Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (IWCMC, 2024)

A Performance Study of Cutting-Edge Technologies for Energy Consumption Prediction in Smart Buildings. - Jessica Al Achy; Hassan Harb; Abdallah Makhoul (WiMob, 2024)

Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation. - Wissam Al Jurdi; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (Trans. Recomm. Syst., 2024)

An End-to-End deep learning system for writer identification in handwritten Arabic manuscripts. - Michel Chammas; Abdallah Makhoul; Jacques Demerjian; Elie Dannaoui (Multim. Tools Appl., 2024)

Generative Adversarial Network Applications in Industry 4.0: A Review. - Chafic Abou Akar; Rachelle Abdel Massih; Anthony Yaghi; Joe Khalil; Marc Kamradt; Abdallah Makhoul (Int. J. Comput. Vis., 2024)

ASAPs: asynchronous hybrid self-reconfiguration algorithm for porous modular robotic structures. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (Auton. Robots, 2024)

Distributed Configuration Recognition for 2D Lattice-Based Modular Robots. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (AINA (2), 2025)

Adaptive Heuristics for Obstacle Handling and Uncertainty in Modular Robots. - Benoît Piranda; Julien Bourgeois; Jacques Demerjian; Abdallah Makhoul (AINA (3), 2025)

AI4PM: Distributed and Intelligent Programmable Matter. - Benoît Piranda; Mohammad Ali Nemer; Abdallah Makhoul; Julien Bourgeois (AINA (2), 2025)

Bringing Intelligence to Energy Consumption in Smart Buildings: Leveraging Fog Computing and Federated Learning. - Jessica Al Achy; Hassan Harb; Abdallah Makhoul (IWCMC, 2025)

Module Addition-Aware Dynamic Shape Recognition for Lattice-Based Modular Robots. - Jad Bassil; Benoît Piranda; Abdallah Makhoul; Julien Bourgeois (MENACOMM, 2025)

Evaluating Transformer Architectures for Fault Detection in Industry 4.0: A Multivariate Time Series Classification Approach. - Mohamed Al Hamed; Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (MENACOMM, 2025)

Information Diffusion in Modular Robots and Drone Networks. - Charbel Mattar; Joseph Gemayel; Jacques Bou Abdo; Charbel El Gemayel; Abdallah Makhoul; Jacques Demerjian (MENACOMM, 2025)

Network Diffusion Algorithms and Simulators in IoT and Space IoT: A Systematic Review. - Charbel Mattar; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul (J. Sens. Actuator Networks, 2025)

A trust-driven optimization model for reliable authorization in Hadoop Environment. - Nadia Battat; Abdallah Makhoul (J. Supercomput., 2025)

SORDI.ai: large-scale synthetic object recognition dataset generation for industries. - Chafic Abou Akar; Jimmy Tekli; Joe Khalil; Anthony Yaghi; Youssef Haddad; Abdallah Makhoul; Marc Kamradt (Multim. Tools Appl., 2025)

Survey on Tabular Data Privacy and Synthetic Data Generation in Industry 4.0. - Hadi Koubeissy; Amir Amine; Marc Kamradt; Abdallah Makhoul (Appl. Intell., 2025)