Haytham Elghazel


Associate Professor


Team(s) DM2L
Institution 
Université Claude Bernard Lyon 1
Location 
Nautibus (Université Lyon1)
Email haytham.elghazel at liris.cnrs.fr
Professional phone number
Personal page

Publications (IdHAL : haytham-elghazel)

Publications LIRIS pour Haytham Elghazel (40)

  • 2023 (8)
  • 2022 (3)
  • 2021 (1)
  • 2020 (2)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Dihia Boulegane, Albert Bifet, Haytham Elghazel & Giyyarpuram Madhusudan (2020). "Streaming Time Series Forecasting using Multi-Target Regression with Dynamic Ensemble Selection". 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, 13 décembre 2020, Atlanta (United States of America), pp. 2170-2179. doi : 10.1109/BIGDATA50022.2020.9378264. HAL : hal-04468437.
        •  Clément Sage, Alex Aussem, Véronique Eglin, Haytham Elghazel & Jérémy Espinas (2020). "End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks". EMNLP 2020 Workshop on Structured Prediction for NLP, 20 novembre 2020, Punta Cana (online) (Dominican Republic). HAL : hal-02958913. .
  • 2019 (1)
  • 2017 (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Anil Narassiguin, Haytham Elghazel & Alex Aussem (2017). "Dynamic Ensemble Selection with Probabilistic Classifier Chains". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), 18 septembre 2017, Skopje (Republic of Macedonia), pp. 169-186. HAL : hal-02018695.
  • 2016 (7)
    • Journals (3)
      • International journals with peer review (3)
        •  Florence Magrangeas, Rowan Kuiper, Hervé Avet-Loiseau, Wilfried Gouraud, Catherine Guérin-Charbonnel, Ludovic Ferrer, Alexandre Aussem, Haytham Elghazel, Jérôme Suhard et al. (2016). "A Genome-Wide Association Study Identifies a Novel Locus for Bortezomib-Induced Peripheral Neuropathy in European Multiple Myeloma Patients". Clinical Cancer Research, Epub ahead of print. doi : 10.1158/1078-0432.CCR-15-3163. HAL : inserm-01313506. .
        •  Anil Narassiguin, Mohamed Bibimoune, Haytham Elghazel & Alex Aussem (2016). "An Extensive Empirical Comparison of Ensemble Learning Methods for Binary Classification". Pattern Analysis and Applications, vol. 19, #4, pp. 1093-1128. doi : 10.1007/s10044-016-0553-z. HAL : hal-01375159.
        •  Haytham Elghazel, Alex Aussem, Ouadie Gharroudi & Wafa Saadaoui (2016). "Ensemble Multi-label Text Categorization based on Rotation Forest and Latent Semantic Indexing". Expert Systems with Applications, vol. 57, pp. 1-11. HAL : hal-01375162.
    • Conferences (4)
      • International conferences with peer review (3)
        •  Anil Narassiguin, Haytham Elghazel & Alex Aussem (2016). "Similarity Tree Pruning: A Novel Dynamic Ensemble Selection Approach". 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 15 décembre 2016, Barcelona (Spain), pp. 1243-1250. HAL : hal-02018696.
        •  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.
        •  Ouadie Gharroudi, Haytham Elghazel & Alex Aussem (2016). "A Semi-Supervised Ensemble Approach for Multi-label Learning". 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 15 décembre 2016, Barcelona (Spain), pp. 1197-1204. HAL : hal-02018699.
      • National conferences with peer review (1)
  • 2015 (5)
    • Journals (2)
    • Conferences (3)
      • International conferences with peer review (3)
        •  Ouadie Gharroudi, Haytham Elghazel & Alex Aussem (2015). "Ensemble Multi-label Classification: A Comparative Study on Threshold Selection and Voting Methods". IEEE International Conference on Tools with Artificial Intelligence,, 11 novembre 2015, Vietri sul Mare (Italy), pp. 377-384. HAL : hal-01375164.
        •  Ouadie Gharroudi, Haytham Elghazel & Alex Aussem (2015). "Calibrated k-labelsets for Ensemble Multi-Label Classification". International Conference on Neural Information Processing, 12 novembre 2015, Istanbul (Turkey), pp. 573-582. HAL : hal-01375166.
        •  Maxime Gasse, Alex Aussem & Haytham Elghazel (2015). "On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property". International Conference on Machine Learning, 11 juillet 2015, Lille (France), pp. 2531-2539. HAL : hal-01234346. .
  • 2014 (3)
    • Journals (2)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Ouadie Gharroudi, Haytham Elghazel & Alex Aussem (2014). "A Comparison of Multi-Label Feature Selection Methods Using the Random Forest Paradigm". Canadian Conference on Artificial Intelligence, AI, 6 mai 2014, Montréal (Canada), pp. 95-106. HAL : hal-01301070.
  • 2013 (2)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Mohamed Bibimoune, Haytham Elghazel & Alex Aussem (2013). "An Empirical Comparison of Supervised Ensemble Learning Approaches". International Workshop on Complex Machine Learning Problems with Ensemble Methods COPEM@ECML/PKDD'13, 27 septembre 2013, Prague (Czech Republic), pp. 123-138. HAL : hal-01339258.
        •  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.
  • 2012 (3)
  • 2011 (1)
  • 2010 (1)
    • Journals (1)
      • National journals with peer review (1)
  • 2005 (1)
    • Conferences (1)
      • National conferences with peer review (1)
        •  Haytham Elghazel, Khalid Idrissi, Atilla Baskurt & Chokri Ben-Amar (2005). "Approche textuelle pour la recherche d'image.". 3rd International Conference on Sciences of Electronic, Technologies of Information and Telecommunications SETIT 2005, 15 mars 2005, SOUSSE - TUNISIE (Tunisia). HAL : hal-01583943.
  • 2004 (1)
    • Conferences (1)
      • International conferences with peer review (1)