| 2026 | COMPSAC | Leveraging Mono-Modal Data to Generate Multimodal Representations for Industrial Anomaly Detection. | Charbel El Achkar, Abdallah Makhoul, Joseph Azar |
| 2026 | COMPSAC | FETRA: A Federated Transformer with Dynamic Attention Model for Energy Forecasting in IoBT. | Jessica Al Achy, Hassan Harb, Abdallah Makhoul |
| 2026 | COMPSAC | Few-Shot LLMs as Synthetic Tabular Data Generators. | Hadi Koubeissy, Michel El Khoury, Marc Kamradt, Abdallah Makhoul |
| 2026 | ICDAR | HIDRA: Hierarchical Ink-Aware Dual-Granularity Retrieval Architecture for Historical Fragments. | Jihad Al Akl, Chady Abou Jaoude, Zahi Al Chami, Marianne Abi Kanaan, Abdallah Makhoul |
| 2025 | AICCSA | Bio-inspired Locomotion of Modular Caterpillar Robots. | Joseph El Gemayel, Jacques Bou Abdo, Charbel El Gemayel, Jad Bassil, Abdallah Makhoul, Jacques Demerjian |
| 2025 | AICCSA | What is Cybersecurity in Space? | Charbel Mattar, Jacques Bou Abdo, Abdallah Makhoul, Benot Piranda, Jacques Demerjian |
| 2025 | AINA | Distributed Configuration Recognition for 2D Lattice-Based Modular Robots. | Jad Bassil, Benot Piranda, Abdallah Makhoul, Julien Bourgeois |
| 2025 | AINA | Adaptive Heuristics for Obstacle Handling and Uncertainty in Modular Robots. | Benot Piranda, Julien Bourgeois, Jacques Demerjian, Abdallah Makhoul |
| 2025 | AINA | AI4PM: Distributed and Intelligent Programmable Matter. | Benot Piranda, Mohammad Ali Nemer, Abdallah Makhoul, Julien Bourgeois |
| 2025 | CBMI | A New Pipeline for Extracting and Clustering Sub-Images from Unannotated Complex Image Datasets. | Chafic Abou Akar, Christian Beddawi, Marc Kamradt, Abdallah Makhoul |
| 2025 | IWCMC | Bringing Intelligence to Energy Consumption in Smart Buildings: Leveraging Fog Computing and Federated Learning. | Jessica Al Achy, Hassan Harb, Abdallah Makhoul |
| 2025 | WiMob | Comparative Study of Packet Loss Models for Flooding Protocols in Dense Wireless Networks. | Joseph Fares, Eugen Dedu, Jad Nassar, Abdallah Makhoul |
| 2025 | WINCOM | S-Cup: A Security Protocol for Self-Reconfiguration by Clustering on Programmable Matter Based Modular Robots. | Youssou Faye, Abdallah Makhoul, Serigne Mback Diene, Mohammed Ouzzif, Cheikhou Oumar Sow |
| 2024 | IWCMC | 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 |
| 2024 | IWCMC | Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models. | Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois |
| 2024 | WiMob | A Performance Study of Cutting-Edge Technologies for Energy Consumption Prediction in Smart Buildings. | Jessica Al Achy, Hassan Harb, Abdallah Makhoul |
| 2023 | AICCSA | Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series. | Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois |
| 2023 | CGI | Leveraging Computer Vision Networks for Guitar Tablature Transcription. | Charbel El Achkar, Raphal Couturier, Abdallah Makhoul, Talar Atchian |
| 2023 | DSAA | 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 |
| 2023 | ICMLA | Enhancing Complex Image Synthesis with Conditional Generative Models and Rule Extraction. | Chafic Abou Akar, Andr Luckow, Ahmad Obeid, Christian Beddawi, Marc Kamradt, Abdallah Makhoul |
| 2023 | ICVS | Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection. | Chafic Abou Akar, Anthony Semaan, Youssef Haddad, Marc Kamradt, Abdallah Makhoul |
| 2023 | IWCMC | Correlation Between Types of Obstacles and Stress Level of Blind People in Outdoor Navigation. | Youssef Keryakos, Youssef Bou Issa, Michel Salomon, Abdallah Makhoul |
| 2023 | IWCMC | Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter. | Abdallah Makhoul, Jad Bassil |
| 2022 | AICCSA | Strategic Attacks on Recommender Systems: An Obfuscation Scenario. | Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul |
| 2022 | AINA | A Dynamic ID Assignment Approach for Modular Robots. | Joseph Assaker, Abdallah Makhoul, Julien Bourgeois, Benot Piranda, Jacques Demerjian |
| 2022 | AINA | Detector: Hierarchical Distributed Fault Detection Algorithm for Lattice Based Modular Robots. | Edy Hourany, Benot Piranda, Abdallah Makhoul, Julien Bourgeois, Bachir Habib |
| 2022 | AINA | Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study. | Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul |
| 2022 | CoDIT | Machine Learning for Predicting Firefighters' Interventions Per Type of Mission. | Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul |
| 2022 | IROS | MAPFASTER: A Faster and Simpler take on Multi-Agent Path Finding Algorithm Selection. | Jean-Marc Alkazzi, Anthony Rizk, Michel Salomon, Abdallah Makhoul |
| 2022 | IROS | RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure. | Jad Bassil, Benot Piranda, Abdallah Makhoul, Julien Bourgeois |
| 2022 | IWCMC | In-network data processing approach for heterogeneous wireless sensor networks. | Ibrahim Atoui, Abdallah Makhoul, Raphal Couturier, David Laiymani |
| 2022 | IWCMC | Fault- Tolerance Mechanism for Self-Reconfiguration of Modular Robots. | Jad Bassil, Perla Tannoury, Benot Piranda, Abdallah Makhoul, Julien Bourgeois |
| 2022 | IWCMC | Predicting fire brigades' operations based on their type of interventions. | Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul |
| 2022 | IWCMC | 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 |
| 2022 | UIC | ELECTOR: Deterministic leader election algorithm for modular robots. | Edy Hourany, Bachir Habib, Abdallah Makhoul, Benot Piranda, Julien Bourgeois, Pierre-Cyrille Ham |
| 2022 | WorldCIST | 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 |
| 2021 | AINA | Time Series Forecasting for the Number of Firefighters Interventions. | Roxane Elias Mallouhy, Christophe Guyeux, Chady Abou Jaoude, Abdallah Makhoul |
| 2021 | AINA | Cluster-Based Distributed Self-reconfiguration Algorithm for Modular Robots. | Mohamad Moussa, Benot Piranda, Abdallah Makhoul, Julien Bourgeois |
| 2021 | ICONIP | Combining Reduction and Dense Blocks for Music Genre Classification. | Charbel El Achkar, Raphal Couturier, Talar Atchian, Abdallah Makhoul |
| 2021 | IROS | Self-Reconfiguration of Modular Robots Using Virtual Forces. | Edy Hourany, Christian Stephan, Abdallah Makhoul, Benot Piranda, Bachir Habib, Julien Bourgeois |
| 2021 | IWCMC | Continuous energy-efficient monitoring model for mobile ad hoc networks. | Nadia Battat, Abdallah Makhoul, David Laiymani, Hamamache Kheddouci |
| 2021 | IWCMC | A Personal LPWAN Remote Monitoring System. | Gaby Bou Tayeh, Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi, Sbastien Freidig |
| 2021 | NCA | Enhanced Precision Time Synchronization for Modular Robots. | Jad Bassil, Benot Piranda, Abdallah Makhoul, Julien Bourgeois |
| 2020 | ICMLA | Writer identification for historical handwritten documents using a single feature extraction method. | Michel Chammas, Abdallah Makhoul, Jacques Demerjian |
| 2020 | IROS | A Unique Identifier Assignment Method for Distributed Modular Robots. | Joseph Assaker, Abdallah Makhoul, Julien Bourgeois, Jacques Demerjian |
| 2020 | IROS | Linear Distributed Clustering Algorithm for Modular Robots Based Programmable Matter. | Jad Bassil, Mohamad Moussa, Abdallah Makhoul, Benot Piranda, Julien Bourgeois |
| 2020 | ISCC | Using DenseNet for IoT multivariate time series classification. | Joseph Azar, Abdallah Makhoul, Raphal Couturier |
| 2020 | IWCMC | A Wearable LoRa-Based Emergency System for Remote Safety Monitoring. | Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian |
| 2019 | ISCC | Similarity detection for smart and transparent long-range IoT relaying. | Congduc Pham, Abdallah Makhoul, Mamour Diop |
| 2019 | IWCMC | A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks. | Mohamad Mortada, Abdallah Makhoul, Chady Abou Jaoude, Hassan Harb, David Laiymani |
| 2019 | KSEM | 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 |
| 2018 | ISPDC | Enhanced S-MAC Protocol for Early Reaction and Detection in Wireless Video Sensor Networks. | Christian Salim, Amani Srour, Rony Darazi, Abdallah Makhoul, Raphal Couturier |
| 2018 | IWCMC | Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks. | Joseph Azar, Rony Darazi, Carol Habib, Abdallah Makhoul, Jacques Demerjian |
| 2018 | IWCMC | En-Route Data Filtering Technique for Maximizing Wireless Sensor Network Lifetime. | Hassan Harb, Abdallah Makhoul, Chady Abou Jaoude |
| 2018 | WiMob | 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 |
| 2018 | WiMob | Kinematics Based Approach for Data Reduction in Wireless Video Sensor Networks. | Christian Salim, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2017 | IWCMC | Energy efficient filtering techniques for data aggregation in sensor networks. | Hassan Harb, Abdallah Makhoul, Samar Tawbi, Oussama Zahwe |
| 2017 | WiMob | Real-time sampling rate adaptation based on continuous risk level evaluation in wireless body sensor networks. | Carol Habib, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2017 | WiMob | 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 |
| 2016 | AICCSA | Investigating low level protocols for Wireless Body Sensor Networks. | Nadine Boudargham, Jacques Bou Abdo, Jacques Demerjian, Christophe Guyeux, Abdallah Makhoul |
| 2016 | IWCMC | Combining frame rate adaptation and similarity detection for video sensor nodes in Wireless Multimedia Sensor Networks. | Christian Salim, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2016 | MSWIM | Multisensor Data Fusion for Patient Risk Level Determination and Decision-support in Wireless Body Sensor Networks. | Carol Habib, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2016 | NOMS | Multisensor data fusion and decision support in wireless body sensor networks. | Carol Habib, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2016 | NOMS | Adaptive sampling algorithms with local emergency detection for energy saving in Wireless Body Sensor Networks. | Christian Salim, Abdallah Makhoul, Rony Darazi, Raphal Couturier |
| 2015 | WETICE | ATP: An Aggregation and Transmission Protocol for Conserving Energy in Periodic Sensor Networks. | Hassan Harb, Abdallah Makhoul, Raphal Couturier, Maguy Medlej |
| 2014 | IWCMC | A suffix-based enhanced technique for data aggregation in periodic sensor networks. | Hassan Harb, Abdallah Makhoul, Rami Tawil, Ali Jaber |
| 2014 | WiMob | Local emergency detection approach for saving energy in wireless body sensor networks. | Sabrina Elghers, Abdallah Makhoul, David Laiymani |
| 2014 | WiMob | K-means based clustering approach for data aggregation in periodic sensor networks. | Hassan Harb, Abdallah Makhoul, David Laiymani, Ali Jaber, Rami Tawil |
| 2014 | WETICE | A Security Framework for Wireless Sensor Networks: Theory and Practice. | Christophe Guyeux, Abdallah Makhoul, Jacques M. Bahi |
| 2013 | IWCMC | Adaptive data collection approach for periodic sensor networks. | David Laiymani, Abdallah Makhoul |
| 2012 | NOMS | Frequency filtering approach for data aggregation in periodic sensor networks. | Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej |
| 2011 | AICCSA | Reliable distributed data fusion scheme in unsafe sensor networks. | Jacques M. Bahi, Mourad Hakem, Abdallah Makhoul |
| 2011 | IWCMC | Data aggregation for periodic sensor networks using sets similarity functions. | Jacques M. Bahi, Abdallah Makhoul, Maguy Medlej |
| 2010 | WiMob | Performance study of multiple cover-set strategies for mission-critical video surveillance with wireless video sensors. | CongDuc Pham, Abdallah Makhoul |
| 2009 | MSWIM | Adaptive scheduling of wireless video sensor nodes for surveillance applications. | Abdallah Makhoul, Rachid Saadi, Congduc Pham |
| 2007 | PERCOM | Localization and Coverage for High Density Sensor Networks. | Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui |
| 2007 | WiMob | A Mobile Beacon Based Approach for Sensor Network Localization. | Jacques M. Bahi, Abdallah Makhoul, Ahmed Mostefaoui |
| 2005 | ISM | A Spatio-Temporal Adaptation Model for Multimedia Presentations. | Salima Benbernou, Abdallah Makhoul, Mohand-Said Hacid, Ahmed Mostefaoui |