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Joseph Azar

Publications de Joseph Azar

2023 (5)

  • inproceedings - A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning
    4th IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2022) / Amman, Jordan (2023)
    Nemer, Mohammad Ali | Azar, Joseph | Demerjian, Jacques | Makhoul, Abdallah | Bourgeois, Julien
    doi | bibtex
  • inproceedings - Distributed Training of Deep Neural Networks: Convergence and Case Study
    30th International Conference on Neural Information Processing (ICONIP 2023) / Changsha, China (Publisher : Springer, Volume 1962, Series Communications in Computer and Information Science (CCIS), 2023, Pages pages 490 - 503)
    Bahi, Jacques | Couturier, Raphael | Azar, Joseph | Kana Nguimfack, Kevin
    pdf | doi | bibtex
  • inproceedings - A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model
    16th IEEE International Conference on Signal image technology & internet based systems (SITIS 2022) / Dijon, France (2023)
    Noura, Hassan | Azar, Joseph | Couturier, Raphael | Salman, Ola
    doi | bibtex
  • article - Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems
    Sensors (Volume 23, Issue (16), aug 2023, Pages :7038 (26))
    Hajj, Suzan | Azar, Joseph | Bou Abdo, Jacques | Demerjian, Jacques | Guyeux, Christophe | Makhoul, Abdallah | Ginhac, Dominique
  • article - A deep learning scheme for efficient multimedia IoT data compression
    Ad Hoc Networks (Volume 138, jan 2023, Pages :102998 (15))
    Noura, Hassan | Azar, Joseph | Salman, Ola | Couturier, Raphael | Mazouzi, Kamel

2022 (4)

  • inproceedings - Détection d'anomalies pour les réseaux smart-grids basée sur un autoencodeur LSTM
    5ème Conference on Artificial Intelligence for Defense (CAID 2023) / Rennes, France (2022)
    Azar, Joseph | Laarouchi, Youssef | Bouzon, Franck | Couturier, Raphael
    bibtex
  • article - Efficient Lossy Compression for IoT Using SZ and Reconstruction with 1D U-Net
    Mobile Networks and Applications (Volume 27, Issue (3), jun 2022, Pages :984 - 996)
    Azar, Joseph | Bou Tayeh, Gaby | Makhoul, Abdallah | Couturier, Raphael
  • inproceedings - On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study
    18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022) / Dubrovnik, Croatia (2022)
    Bou Tayeh, Gaby | Azar, Joseph | Makhoul, Abdallah | Guyeux, Christophe | Demerjian, Jacques
    pdf | bibtex
  • inproceedings - An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach
    18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022) / Dubrovnik, Croatia (2022)
    Noura, Hassan | Couturier, Raphael | Azar, Joseph | Moussa, Mohamad | Salman, Ola
    doi | bibtex

2021 (2)

  • inproceedings - An efficient IoT data compression approach with reconstruction on the edge
    IPPN Affordable Phenotyping Workshop: Plant Phenotyping with Minicomputers and Low-Cost Cameras (2021) / Angers, France (2021)
    Couturier, Raphael | Azar, Joseph
    bibtex
  • article - Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering
    Computers & Electrical Engineering (Volume 92, jun 2021, Pages :107065 (10))
    Azar, Joseph | Makhoul, Abdallah | Couturier, Raphael | Demerjian, Jacques

2020 (3)

  • article - Robust IoT time series classification with data compression and deep learning
    Neurocomputing / EEG Neurocomputing (Volume 398, jul 2020, Pages :222 - 234)
    Azar, Joseph | Makhoul, Abdallah | Couturier, Raphael | Demerjian, Jacques
  • inproceedings - Using DenseNet for IoT multivariate time series classification
    25th IEEE Symposium on Computers and Communications (ISCC 2020) / Rennes, France (2020, Pages pages 6)
    Azar, Joseph | Makhoul, Abdallah | Couturier, Raphael
    pdf | doi | bibtex
  • inproceedings - A Wearable LoRa-Based Emergency System for Remote Safety Monitoring
    16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2020) / Limassol, Cyprus (2020, Pages pages 120 - 125)
    Bou Tayeh, Gaby | Azar, Joseph | Makhoul, Abdallah | Guyeux, Christophe | Demerjian, Jacques
    pdf | bibtex

2019 (1)

  • article - An energy efficient IoT data compression approach for edge machine learning
    Future Generation Computer Systems-The International Journal of eScience (Volume 96, jul 2019, Pages :168 - 175)
    Azar, Joseph | Makhoul, Abdallah | Barhamgi, Mahmoud | Couturier, Raphael

2018 (3)

  • inproceedings - Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks
    14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2018) / Limassol, Cyprus (2018, Pages pages 8)
    Azar, Joseph | Habib, Carol | Darazi, Rony | Makhoul, Abdallah | Demerjian, Jacques
    pdf | doi | bibtex
  • inproceedings - Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks
    14th International Wireless Communications and Mobile Computing Conference (IWCMC 2018) / Limassol, Cyprus (2018, Pages pages 1465 - 1470)
    Azar, Joseph | Darazi, Rony | Habib, Carol | Makhoul, Abdallah | Demerjian, Jacques
    pdf | doi | bibtex
  • inproceedings - On the Performance of Resource-aware Compression Techniques for Vital Signs Data in Wireless Body Sensor Networks
    IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2018) / Jounieh, Lebanon (2018, Pages pages 6)
    Azar, Joseph | Makhoul, Abdallah | Darazi, Rony | Demerjian, Jacques | Couturier, Raphael
    pdf | doi | bibtex