Joseph Azar

33 papers B 11C 2Journal 8Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
A Lightweight Neural Network Model Based on Response-Based and Feature-Based Cross-Modal Knowledge Distillation for Image Classification Applications.
MENACOMM
Ahmed Hamdi, Joseph Azar, Hassan Noura
2025 J jnl
Deep Learning-Based Approach to Automated Monitoring of Defects and Soiling on Solar Panels.
Future Internet
Ahmed Hamdi, Hassan N. Noura, Joseph Azar
2025 B conf
Dust Detection on Solar Panels Using DINOv2 with Multi-Head Self-Attention.
IWCMC
Ahmed Hamdi, Hassan N. Noura, Joseph Azar
2025 — conf
Efficient lightweight image compression approach for Multimedia Internet of Things.
MENACOMM
Sara Kadhum Idrees, Raphaël Couturier, Joseph Azar, Ali Kadhum Idrees, Franck Gechter
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
Federated Sampling for Privacy-Preserving and Efficient Data Sharing in IoT Networks.
MENACOMM
Joseph Azar, Mohammad Abdullah Tahir, Jacques Bou Abdo, Jacques Demerjian, Nadine Akkari
2025 B conf
Frugal Object Detection Models: Solutions, Challenges and Future Directions.
IWCMC
Ahmed Hamdi, Hassan N. Noura, Joseph Azar, Guy Pujolle
2025 — conf
LiLoCA: Lightweight Lossy Compression Approach for Edge-Enabled Multimedia IoT Applications.
IOT
Sara Kadhum Idrees, Ali Kadhum Idrees, Raphaël Couturier, Joseph Azar, Rolf Schuster, Franck Gechter
2025 J jnl
SZ4IoT: an adaptive lightweight lossy compression algorithm for diverse IoT devices and data types.
J. Supercomput.
Sara Kadhum Idrees, Joseph Azar, Raphaël Couturier, Ali Kadhum Idrees, Franck Gechter
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 B conf
Cybersecurity in Smart Renewable Energy Systems.
IWCMC
Jean-Paul A. Yaacoub, Hassan N. Noura, Joseph Azar, Ola Salman, Khaled Chahine
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
2024 B conf
Lightweight Image Crypto-Compression Using Haar Transform and Selective Encryption for Grayscale IoT Images.
IWCMC
Joseph Azar, Hassan N. Noura, Raphaël Couturier
2023 J jnl
A deep learning scheme for efficient multimedia IoT data compression.
Ad Hoc Networks
Hassan N. Noura, Joseph Azar, Ola Salman, Raphaël Couturier, Kamel Mazouzi
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 Training of Deep Neural Networks: Convergence and Case Study.
ICONIP (8)
Jacques M. Bahi, Raphaël Couturier, Joseph Azar, Kevin Kana Nguimfack
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 — conf
XorshiftH128+: A hybrid random number generator for lightweight IoT.
AIBThings
Serge Sandakly, Charbel Salem, Khalil Challita, Shuvalaxmi Dass, Joseph Azar, Jacques Bou Abdo, Jacques Demerjian
2022 — conf
A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model.
SITIS
Hassan Noura, Joseph Azar, Raphaël Couturier, Ola Salman
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 B conf
An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach.
IWCMC
Hassan N. Noura, Raphaël Couturier, Joseph Azar, Mohamad Moussa, Ola Salman
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
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
2021 J jnl
Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering.
Comput. Electr. Eng.
Joseph Azar, Abdallah Makhoul, Raphaël Couturier, 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 — —
Compression de données et apprentissage en profondeur pour les applications de santé IoT basées sur des signaux physiologiques. (Data compression and deep learning for IoT healthcare applications based on physiological signals).
Joseph Azar
2020 J jnl
Robust IoT time series classification with data compression and deep learning.
Neurocomputing
Joseph Azar, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
2020 C conf
Using DenseNet for IoT multivariate time series classification.
ISCC
Joseph Azar, Abdallah Makhoul, Raphaël Couturier
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
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 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