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\n  \n 2025\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Predicting and Recommending Job Roles With Machine Learning for Smarter Recruitment.\n \n \n \n \n\n\n \n Mahmoud, H.; Badouch, M.; Boulmane, E.; Zioudi, O.; Ouhssini, M.; Amrah, H.; and Hamidi, C.\n\n\n \n\n\n\n 2025.\n \n\n\n\n
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@book{\n title = {Predicting and Recommending Job Roles With Machine Learning for Smarter Recruitment},\n type = {book},\n year = {2025},\n source = {Strategies for AI and Big Data in Recruitment},\n pages = {139 – 160},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105018997133&doi=10.4018%2f979-8-3373-4017-3.ch005&partnerID=40&md5=752f9334ce1445aaf2e4e3b3be2da828},\n id = {a9994d6a-efce-33ee-b1dc-adcdf7b99321},\n created = {2026-01-28T21:04:05.744Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {5b666dfa-4e41-3b80-896a-a34e704f8b9e},\n last_modified = {2026-01-28T21:04:05.744Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {false},\n hidden = {false},\n source_type = {BOOK},\n private_publication = {false},\n bibtype = {book},\n author = {Mahmoud, Hasna and Badouch, Mohamed and Boulmane, Es-Said and Zioudi, Omar and Ouhssini, Mohamed and Amrah, Hanane and Hamidi, Charaf},\n doi = {10.4018/979-8-3373-4017-3.ch005}\n}
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\n \n\n \n \n \n \n \n \n Graph-Enhanced Ensemble Learning for Fraud Detection in Highly Imbalanced Financial Transactions.\n \n \n \n \n\n\n \n Hamidi, C.; Badiy, M.; Aiouej, H.; Tribak, H.; Gaou, S.; and Amounas, F.\n\n\n \n\n\n\n In 2025 International Conference on Circuit, Systems and Communication, ICCSC 2025, 2025. \n \n\n\n\n
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@inproceedings{\n title = {Graph-Enhanced Ensemble Learning for Fraud Detection in Highly Imbalanced Financial Transactions},\n type = {inproceedings},\n year = {2025},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105016857200&doi=10.1109%2fICCSC66714.2025.11134917&partnerID=40&md5=959548e16077067c4f250b12c0d7ef1f},\n id = {f3cfcdeb-3fdf-3080-9d7e-3f6693605b38},\n created = {2026-01-28T21:04:15.345Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {5b666dfa-4e41-3b80-896a-a34e704f8b9e},\n last_modified = {2026-01-28T21:04:15.345Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {false},\n hidden = {false},\n source_type = {CONFERENCE},\n private_publication = {false},\n bibtype = {inproceedings},\n author = {Hamidi, Charaf and Badiy, Mohamed and Aiouej, Hind and Tribak, Hicham and Gaou, Salma and Amounas, Fatima},\n doi = {10.1109/ICCSC66714.2025.11134917},\n booktitle = {2025 International Conference on Circuit, Systems and Communication, ICCSC 2025}\n}
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\n \n\n \n \n \n \n \n \n Literature Review on Smart Student Orientation Based on Recommendation Systems.\n \n \n \n \n\n\n \n Hamidi, C.; Gaou, M.; Tribak, H.; and Gaou, S.\n\n\n \n\n\n\n Lecture Notes in Networks and Systems, 1353 LNNS: 250 – 254. 2025.\n \n\n\n\n
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\n 
@article{\n title = {Literature Review on Smart Student Orientation Based on Recommendation Systems},\n type = {article},\n year = {2025},\n pages = {250 – 254},\n volume = {1353 LNNS},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105005274379&doi=10.1007%2f978-3-031-88304-0_33&partnerID=40&md5=69f404a3d50fdc83ae12aacaed7dc64f},\n id = {fe659e20-e83e-3dbd-9558-88234610d944},\n created = {2026-01-28T21:04:18.234Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {5b666dfa-4e41-3b80-896a-a34e704f8b9e},\n last_modified = {2026-01-28T21:04:18.234Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {false},\n hidden = {false},\n source_type = {ARTICLE},\n private_publication = {false},\n bibtype = {article},\n author = {Hamidi, Charaf and Gaou, Mehdi and Tribak, Hicham and Gaou, Salma},\n doi = {10.1007/978-3-031-88304-0_33},\n journal = {Lecture Notes in Networks and Systems}\n}
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\n  \n 2024\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Recommender Systems with Graph Neural Networks: A Comparative Study.\n \n \n \n \n\n\n \n Hamidi, C.; Gaou, M.; Tribak, H.; and Gaou, S.\n\n\n \n\n\n\n In Proceedings of 2024 1st Edition of the Mediterranean Smart Cities Conference, MSCC 2024, 2024. \n \n\n\n\n
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@inproceedings{\n title = {Recommender Systems with Graph Neural Networks: A Comparative Study},\n type = {inproceedings},\n year = {2024},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207058495&doi=10.1109%2fMSCC62288.2024.10697056&partnerID=40&md5=8f46b5c8753b29a0ccc62b5b023e1d5c},\n id = {89f989b2-315c-3fbf-9080-8132359b8fe8},\n created = {2026-01-28T21:03:34.035Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {5b666dfa-4e41-3b80-896a-a34e704f8b9e},\n last_modified = {2026-01-28T21:03:34.035Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {false},\n hidden = {false},\n source_type = {CONFERENCE},\n private_publication = {false},\n bibtype = {inproceedings},\n author = {Hamidi, Charaf and Gaou, Mehdi and Tribak, Hicham and Gaou, Salma},\n doi = {10.1109/MSCC62288.2024.10697056},\n booktitle = {Proceedings of 2024 1st Edition of the Mediterranean Smart Cities Conference, MSCC 2024}\n}
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\n \n\n \n \n \n \n \n \n Smart Cooling System Applied for Vaccines Warehouse Temperature/Humidity Monitoring.\n \n \n \n \n\n\n \n Tribak, H.; Gaou, M.; Hamidi, C.; Bendahmane, A.; and Gaou, S.\n\n\n \n\n\n\n In Proceedings of 2024 1st Edition of the Mediterranean Smart Cities Conference, MSCC 2024, 2024. \n \n\n\n\n
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\n 
@inproceedings{\n title = {Smart Cooling System Applied for Vaccines Warehouse Temperature/Humidity Monitoring},\n type = {inproceedings},\n year = {2024},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207056181&doi=10.1109%2fMSCC62288.2024.10697085&partnerID=40&md5=da2bf6ee7b56fb269f0e1f03ea61fc13},\n id = {6f098b85-767e-3dfc-a3db-4cb65b4a54c3},\n created = {2026-01-28T21:04:39.543Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {5b666dfa-4e41-3b80-896a-a34e704f8b9e},\n last_modified = {2026-01-28T21:04:39.543Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {false},\n hidden = {false},\n source_type = {CONFERENCE},\n private_publication = {false},\n bibtype = {inproceedings},\n author = {Tribak, Hicham and Gaou, Mehdi and Hamidi, Charaf and Bendahmane, Ahmed and Gaou, Salma},\n doi = {10.1109/MSCC62288.2024.10697085},\n booktitle = {Proceedings of 2024 1st Edition of the Mediterranean Smart Cities Conference, MSCC 2024}\n}
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