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Joseph Azar

Département DISC
équipe AND

UFC

Courriel :

joseph.azar [at] femto-st.fr

Adresse :

DISC - IUTBM - UFC (Belfort IUT-BM)

19 avenue du Maréchal Juin - BP 527
90016 BELFORT Cedex

Publications de Joseph Azar

Voir toutes les publications (20)2024 (1)2023 (6)2022 (4)2021 (2)2020 (3)2019 (1)2018 (3)

2024 (1)

• inproceedings - Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models
  20th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2024) / Ayia Napa, Cyprus (2024, Pages pages 7)
  Nemer, Mohammad Ali | Azar, Joseph | Makhoul, Abdallah | Bourgeois, Julien
  
  pdf | doi | bibtex@inproceedings{88a78448-b972-403b-b3af-18f6b464822c, title = {Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models}, author = {Nemer, Mohammad Ali and Azar, Joseph and Makhoul, Abdallah and Bourgeois, Julien}, year = {2024}, address = {Ayia Napa, Cyprus}, booktitle = {20th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2024)}, editor = {88a78448-b972-403b-b3af-18f6b464822c-editor.pdf}, month = {may}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/20927/documents/author/data}, doi = {https://doi.org/10.1109/IWCMC61514.2024.10592578} }

2023 (6)

• 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{ec6bcf7f-89d8-40e8-87f8-baf46637f8d2, title = {A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning}, author = {Nemer, Mohammad Ali and Azar, Joseph and Demerjian, Jacques and Makhoul, Abdallah and Bourgeois, Julien}, year = {2023}, address = {Amman, Jordan}, booktitle = {4th IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2022)}, editor = {}, month = {dec}, doi = {10.1109/MENACOMM57252.2022.9998277} }
• 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{686f47f3-8a71-40c6-ad41-b0a8216829fe, title = {Distributed Training of Deep Neural Networks: Convergence and Case Study}, author = {Bahi, Jacques and Couturier, Raphael and Azar, Joseph and Kana Nguimfack, Kevin}, year = {2023}, address = {Changsha, China}, booktitle = {30th International Conference on Neural Information Processing (ICONIP 2023)}, editor = {686f47f3-8a71-40c6-ad41-b0a8216829fe-editor.pdf}, month = {nov}, pages = {490 - 503}, url = {https://publiweb.femto-st.fr/tntnet/entries/20191/documents/author/data}, volume = {1962}, doi = {10.1007/978-981-99-8132-8_37}, publisher = {Springer}, series = {Communications in Computer and Information Science (CCIS)} }
• 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@inproceedings{f1609385-7a5e-4e47-a4e5-a76daefc03ee, title = {A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model}, author = {Noura, Hassan and Azar, Joseph and Couturier, Raphael and Salman, Ola}, year = {2023}, address = {Dijon, France}, booktitle = {16th IEEE International Conference on Signal image technology \& internet based systems (SITIS 2022)}, editor = {}, month = {oct}, doi = {10.1109/SITIS57111.2022.00045} }
• inproceedings - Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System
  10th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2023) / Thessaloniki, Greece (2023, Pages pages 10)
  Hajj, Suzan | Azar, Joseph | Bou Abdo, Jacques | Demerjian, Jacques | Makhoul, Abdallah | Ginhac, Dominique
  
  pdf | doi | bibtex@inproceedings{f1835a46-9d51-4268-8fd0-58eb8a344c8e, title = {Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System}, author = {Hajj, Suzan and Azar, Joseph and Bou Abdo, Jacques and Demerjian, Jacques and Makhoul, Abdallah and Ginhac, Dominique}, year = {2023}, address = {Thessaloniki, Greece}, booktitle = {10th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2023)}, editor = {f1835a46-9d51-4268-8fd0-58eb8a344c8e-editor.pdf}, month = {oct}, pages = {10}, url = {https://publiweb.femto-st.fr/tntnet/entries/20909/documents/author/data}, doi = {https://doi.org/10.1109/DSAA60987.2023.10302497} }
• 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
  
  doi
• 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
  
  pdf | doi

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@inproceedings{ac1e530b-c342-467e-accf-581a5b9a779b, title = {D\'etection d'anomalies pour les r\'eseaux smart-grids bas\'ee sur un autoencodeur LSTM}, author = {Azar, Joseph and Laarouchi, Youssef and Bouzon, Franck and Couturier, Raphael}, year = {2022}, address = {Rennes, France}, booktitle = {5\`eme Conference on Artificial Intelligence for Defense (CAID 2023)}, editor = {}, month = {nov} }
• 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
  
  pdf | doi
• 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{7dff537d-83db-49d2-879d-3f54fc363c01, title = {On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study}, author = {Bou Tayeh, Gaby and Azar, Joseph and Makhoul, Abdallah and Guyeux, Christophe and Demerjian, Jacques}, year = {2022}, address = {Dubrovnik, Croatia}, booktitle = {18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022)}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/19008/documents/author/data} }
• 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@inproceedings{1d853fe7-b4c8-410d-93fc-cf9a4197f8a3, title = {An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach}, author = {Noura, Hassan and Couturier, Raphael and Azar, Joseph and Moussa, Mohamad and Salman, Ola}, year = {2022}, address = {Dubrovnik, Croatia}, booktitle = {18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022)}, editor = {}, month = {may}, doi = {10.1109/IWCMC55113.2022.9824939} }

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@inproceedings{8b92c6c9-2436-4e46-946e-dedf31ab59d0, title = {An efficient IoT data compression approach with reconstruction on the edge}, author = {Couturier, Raphael and Azar, Joseph}, year = {2021}, address = {Angers, France}, booktitle = {IPPN Affordable Phenotyping Workshop: Plant Phenotyping with Minicomputers and Low-Cost Cameras (2021)}, editor = {8b92c6c9-2436-4e46-946e-dedf31ab59d0-editor.pdf}, month = {jul} }
• 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
  
  pdf | doi

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
  
  pdf | doi
• 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{32e76af6-c29c-46a1-9e16-78d780a0d58d, title = {Using DenseNet for IoT multivariate time series classification}, author = {Azar, Joseph and Makhoul, Abdallah and Couturier, Raphael}, year = {2020}, address = {Rennes, France}, booktitle = {25th IEEE Symposium on Computers and Communications (ISCC 2020)}, editor = {32e76af6-c29c-46a1-9e16-78d780a0d58d-editor.pdf}, month = {jul}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/16882/documents/author/data}, doi = {10.1109/ISCC50000.2020.9219631} }
• 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@inproceedings{e1ffc532-b645-49bf-be22-c3ee5f4a9c76, title = {A Wearable LoRa-Based Emergency System for Remote Safety Monitoring}, author = {Bou Tayeh, Gaby and Azar, Joseph and Makhoul, Abdallah and Guyeux, Christophe and Demerjian, Jacques}, year = {2020}, address = {Limassol, Cyprus}, booktitle = {16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2020)}, month = {jun}, pages = {120 - 125}, url = {https://publiweb.femto-st.fr/tntnet/entries/16658/documents/author/data} }

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
  
  pdf | doi

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{6df319d2-beec-4d8b-9c01-c41006617cb9, title = {Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks}, author = {Azar, Joseph and Habib, Carol and Darazi, Rony and Makhoul, Abdallah and Demerjian, Jacques}, year = {2018}, address = {Limassol, Cyprus}, booktitle = {14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2018)}, month = {oct}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/15084/documents/author/data}, doi = {10.1109/WiMOB.2018.8589093} }
• 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{c19431fa-663d-4d9e-b420-21557b9d416b, title = {Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks}, author = {Azar, Joseph and Darazi, Rony and Habib, Carol and Makhoul, Abdallah and Demerjian, Jacques}, year = {2018}, address = {Limassol, Cyprus}, booktitle = {14th International Wireless Communications and Mobile Computing Conference (IWCMC 2018)}, month = {jun}, pages = {1465 - 1470}, url = {https://publiweb.femto-st.fr/tntnet/entries/14600/documents/author/data}, doi = {10.1109/IWCMC.2018.8450459} }
• 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@inproceedings{529b4408-ee8b-4719-b589-c542b42847c4, title = {On the Performance of Resource-aware Compression Techniques for Vital Signs Data in Wireless Body Sensor Networks}, author = {Azar, Joseph and Makhoul, Abdallah and Darazi, Rony and Demerjian, Jacques and Couturier, Raphael}, year = {2018}, address = {Jounieh, Lebanon}, booktitle = {IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2018)}, editor = {529b4408-ee8b-4719-b589-c542b42847c4-editor.pdf}, month = {apr}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/14763/documents/author/data}, doi = {10.1109/MENACOMM.2018.8371032} }