Khalid Benabdeslem

Associate Professor (HDR)
Team(s) | DM2L |
Institution | Université Claude Bernard Lyon 1 |
Location | Nautibus (Université Lyon1) |
khalid.benabdeslem at liris.cnrs.fr | |
Professional phone number | |
Personal page |
Publications
Publications LIRIS pour Khalid Benabdeslem (37)
- 2022 (3)
- Conferences (2)
- International conferences with peer review (2)
- Yacine Gaci, Boualem Benatallah, Fabio Casati & Khalid Benabdeslem (2022). "Masked Language Models as Stereotype Detectors?". EDBT 2022, 29 mars 2022, Edinburgh (United Kingdom). HAL : hal-03626753.
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- Yacine Gaci, Boualem Benatallah, Fabio Casati & Khalid Benabdeslem (2022). "Iterative Adversarial Removal of Gender Bias in Pretrained Word Embeddings". The 37th ACM/SIGAPP Symposium on Applied Computing (SAC ’22), 25 avril 2022, Prague (virtual) (Czech Republic). doi : 10.1145/3477314.3507274. HAL : hal-03626768.
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- Others (1)
- Thomas Ranvier, Haytham Elgazel, Emmanuel Coquery & Khalid Benabdeslem (2022). "Autoencoder-based Attribute Noise Handling Method for Medical Data". ArXiv : 2206.10609. HAL : hal-03696250.
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- 2021 (2)
- Journals (1)
- International journals with peer review (1)
- Auday Berro, Marcos Baez, Boualem Benatallah, Khalid Benabdeslem & Mohammad-Ali Yaghub Zade Fard (2021). "Automated Paraphrase Generation with Over-generation and Pruning Services". Lecture Notes in Computer Science, vol. 13121, pp. 400-414. doi : 10.1007/978-3-030-91431-8_25. HAL : hal-03626684.
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- Conferences (1)
- International conferences with peer review (1)
- Thomas Ranvier, Kilian Bourhis, Khalid Benabdeslem & Bruno Canitia (2021). "Deep Multi-View Learning for Tire Recommendation". 2021 International Joint Conference on Neural Networks (IJCNN), 22 juillet 2021, Shenzhen (China), pp. 1-8. doi : 10.1109/IJCNN52387.2021.9534318. ArXiv : 2203.12451. HAL : hal-03614780.
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- 2020 (1)
- Conferences (1)
- International conferences with peer review (1)
- Mohamad Kanaan, Khalid Benabdeslem & Hamamache Kheddouci (2020). "A Generative Time Series Clustering Framework Based on an Ensemble Mixture of HMMs". ICTAI: International Conference on Tools with Artificial Intelligence, 9 novembre 2020, Online (France). HAL : hal-02942474.
- 2018 (2)
- Conferences (2)
- International conferences with peer review (2)
- Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem & Frederic Cherqui (2018). "An improved Laplacian semi-supervised regression". 30th International Conference on Tools with Artificial Intelligence, 7 novembre 2018, Volos (Greece). HAL : hal-01954836.
- Vivien Kraus, Khalid Benabdeslem & Frederic Cherqui (2018). "Régression Laplacienne semi-supervisée pour la reconstitution des dates de pose des réseaux d'assainissement". Extraction et gestion des Connaissances (EGC), Paris (France). HAL : hal-01794095.
- 2017 (3)
- Conferences (3)
- International conferences with peer review (2)
- Seif-Eddine Benkabou, Khalid Benabdeslem & Canitia Bruno (2017). "Local-to-Global unsupervised anomaly detection from temporal data". PAKDD, 23 mai 2017, Jeju (Korea (South)). HAL : hal-01458411.
- Seif-Eddine Benkabou, Khalid Benabdeslem & Bruno Canitia (2017). "L2-Type Regularization-based Unsupervised Anomaly Detection from Temporal Data". IEEE IJCNN, 14 mai 2017, Alaska (United States of America). HAL : hal-01458412.
- National conferences with peer review (1)
- Seif-Eddine Benkabou, Khalid Benabdeslem & Canitia Bruno (2017). "Régularisation Ridge pour la détection non-supervisée à partir de séries temporelles". SFC: Société Francophone de Classification, 30 juin 2017, Lyon (France). HAL : hal-01581660.
- 2016 (6)
- Conferences (6)
- International conferences with peer review (4)
- Seif-Eddine Benkabou, Khalid Benabdeslem & Canitia Bruno (2016). "Entropy-based clustering for anomaly detection from time-series data". ICML Workshop on Anomaly detection, New York (United States of America). HAL : hal-01340978.
- Raywat Makkhongkaew & Khalid Benabdeslem (2016). "Semi-supervised similarity preserving co-selection". IEEE ICDM Workshop on High Dimensional Data, 12 décembre 2016, Barcelone (Spain). HAL : hal-01368429.
- Raywat Makkhongkaew & Khalid Benabdeslem (2016). "Semi-supervised similarity preserving co-selection". IEEE ICDM Workshop on High Dimensional Data Mining, 12 décembre 2016, Barcelona (Spain). HAL : hal-01367845.
- Raywat Makkhongkaew, Khalid Benabdeslem & Haytham Elghazel (2016). "Semi-supervised co-selection: features and instances by a weighting approach". International Joint Conference on Neural Networks (IJCNN 2016), 24 juillet 2016, Vancouver (Canada). HAL : hal-01340591.
- National conferences with peer review (2)
- Seif-Eddine Benkabou, Khalid Benabdeslem & Canitia Bruno (2016). "Une approche embedded pour la détection de nouveautés à partir de séries temporelles". Société Francophone de Classification (SFC), Marrakech (Morocco). HAL : hal-01340981.
- Raywat Makkhongkaew, Khalid Benabdeslem & Haytham Elghazel (2016). "Co-sélection instances-variables en mode semi-supervisé". AAFD & SFC'16: Francophone International Conference on Data Science, 22 mai 2016, Marrakech (Morocco). HAL : hal-01340584.
- 2015 (8)
- Journals (4)
- International journals with peer review (2)
- Abdelouahid Alalga, Khalid Benabdeslem & Nora Taleb (2015). "Soft-Constrained Laplacian score for semi-supervised multi-label feature selection". Knowledge and Information Systems (KAIS), vol. 43, #3, pp. 1-24. doi : 10.1007/s10115-015-0841-8. HAL : hal-01195540.
- Khalid Benabdeslem, Haytham Elghazel & Mohammed Hindawi (2015). "Ensemble constrained Laplacian score for efficient and robust semi-supervised feature selection". Knowledge and Information Systems (KAIS), vol. 45, #3, pp. 1-25. doi : 10.1007/s10115-015-0901-0. HAL : hal-01233971.
- National journals with peer review (1)
- Khalid Benabdeslem, Christophe Biernacki & Mustapha Lebbah (2015). "Les trois défis du Big-Data: Eléments de reflexion". Statistique et Société, vol. 3, #1, pp. 19-22. HAL : hal-01198435.
- Other journals (1)
- Raywat Makkhongkaew, Stéphane Bonnevay, Alex Aussem & Khalid Benabdeslem (2015). "Classification model for performance diagnosis of dry port by rail". Journal of Society for Transportation and Traffic Studies, vol. 6, #2, pp. 31-40. HAL : hal-01134826.
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- Conferences (4)
- International conferences with peer review (1)
- Khalid Benabdeslem, Mohammed Hindawi & Raywat Makkhongkaew (2015). "Weighting-based approach for semi-supervised feature selection". International Conference on Neural Information Processing, 9 novembre 2015, Istanbul (Turkey). HAL : hal-01198437.
- National conferences with peer review (3)
- Seif-Eddine Benkabou, Khalid Benabdeslem & Canitia Bruno (2015). "Une approche à deux niveaux séquentiels pour la détection de nouveautés à partir de séries temporelles". 22ème Rencontres de la Société Francophone de Classification, 9 septembre 2015, Nantes (France), pp. 129-132. HAL : hal-01198439.
- Abderrahmane Bendahmane, Abdelkader Benyettou & Khalid Benabdeslem (2015). "Une approche évolutionnaire multi-contraintes pour l'optimisation de la génération automatique d'emplois du temps universitaires". Colloque sur l'Optimisation et les Systèmes d'Information, 1 juin 2015, Oran (Algeria). HAL : hal-01198440.
- Assia Benyettou, Abderrahmane Bendahmane & Khalid Benabdeslem (2015). "Sélection de variables pour l'amélioration de l'accès à l'information sur le Web". Colloque sur l'Optimisation et les Systèmes d'Information, 1 juin 2015, Oran (France). HAL : hal-01198442.
- 2014 (4)
- Journals (2)
- International journals with peer review (2)
- Khalid Benabdeslem & Mohammed Hindawi (2014). "Efficient semi-supervised feature selection: Constraint, Relevance and Redundancy.". IEEE Transactions on Knowledge and Data Engineering, vol. 26, pp. 1131-1143. doi : 10.1109/TKDE.2013.86. HAL : hal-01301033.
- Haytham Elghazel & Khalid Benabdeslem (2014). "Different aspects for clustering the self-organizing maps". Neural Processing Letters, vol. 39, pp. 97-114. HAL : hal-01301032.
- Conferences (1)
- National conferences with peer review (1)
- Abdelouahid Alalga & Khalid Benabdeslem (2014). "Sélection de variables en mode semi-supervisé dans un contexte multi-labels". Conférence francophone d’apprentissage, CAp 2014, 10 juillet 2014, Saint-Etienne (France). HAL : hal-01588285.
- HDR, thesis (1)
- HDR (1)
- Khalid Benabdeslem (2014). "Contributions en apprentissage semi-supervisé". HAL : hal-01479020.
- 2013 (2)
- Conferences (2)
- International conferences with peer review (2)
- Mohammed Hindawi, Haytham Elghazel & Khalid Benabdeslem (2013). "Efficient semi-supervised feature selection by an ensemble approach". International Workshop on Complex Machine Learning Problems with Ensemble Methods COPEM@ECML/PKDD'13, 27 septembre 2013, Prague (Czech Republic), pp. 41-55. HAL : hal-01339249.
- Mohammed Hindawi & Khalid Benabdeslem (2013). "Local-To-Global Semi-Supervised Feature selection". ACM International Conference on Information and Knowledge Management (CIKM 2013), 27 octobre 2013, San Fransisco CA (United States of America), pp. 2159-2168. doi : 10.1145/2505515.2505542. HAL : hal-01339244.
- 2012 (2)
- Journals (1)
- International journals with peer review (1)
- Khalid Benabdeslem & Kais Allab (2012). "Bi-clustering continuous data with self-organizing map". Neural Computing and Applications, vol. 22, 7-8, pp. 1551-1562. doi : 10.1007/s00521-012-1047-6. HAL : hal-00874676.
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- Conferences (1)
- National conferences with peer review (1)
- Mohammed Hindawi & Khalid Benabdeslem (2012). "Une approche embedded pour la sélection de variables en mode semi-supervisé". Société Française de Classification (SFC), 29 octobre 2012, Marseille (France), p. 13. HAL : hal-01353114.
- 2011 (3)
- Conferences (3)
- International conferences with peer review (2)
- Khalid Benabdeslem, Brice Effantin & Haytham Elghazel (2011). "A Graph Enrichment Based Clustering over Vertically Partitioned Data". 7th International Conference on Advanced Data Mining and Applications (ADMA 2011), 19 décembre 2011, Beijing (China), pp. 42-54. doi : 10.1007/978-3-642-25853-4_4. HAL : hal-01285352.
- Khalid Benabdeslem & Mohammed Hindawi (2011). "Constrained Laplacian Score for semi-supervised feature selection". ECML/PKDD. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 5 septembre 2011, Athens (Greece), pp. 204-218. doi : 10.1007/978-3-642-23780-5_23. HAL : hal-01354578.
- National conferences with peer review (1)
- Mohammed Hindawi & Khalid Benabdeslem (2011). "Un score Laplacien sous contraintes pour la sélection de variables en mode semi-supervisé". Journées Fouille de Données Complexes et de Grands Graphes, 20 juin 2011, Paris (France), pp. 1-15. HAL : hal-01354584.
- 2010 (1)
- Journals (1)
- National journals with peer review (1)
- Khalid Benabdeslem, Haytham Elghazel & Rakia Jaziri (2010). "Un cadre graphique pour la visualisation et la caractérisation de classes en mode non-supervisé". RNTI, pp. 17-33. HAL : hal-01381631.