Nombre de documents

11

Kais Allab


Article dans une revue4 documents

  • Kais Allab, Lazhar Labiod, Mohamed Nadif. A Semi-NMF-PCA Unified Framework for Data Clustering. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017, 29 (1), pp.2-16. 〈10.1109/TKDE.2016.2606098〉. 〈hal-01361278〉
  • Kais Allab, Lazhar Labiod, Mohamed Nadif. Multi-Manifold Matrix Decomposition for Data Co-clustering. Pattern Recognition, Elsevier, 2017, 64 (April 2017), pp.386-398. 〈10.1016/j.patcog.2016.11.027〉. 〈hal-01408092〉
  • Khalid Benabdeslem, Kais Allab. Bi-clustering continuous data with self-organizing map. Neural Computing and Applications, Springer Verlag, 2012, 22 (7-8), pp.1551-1562. 〈10.1007/s00521-012-1047-6〉. 〈hal-00874676〉
  • Kais Allab, Khalid Benabdeslem, Alexandre Aussem. Une approche de co-classification automatique à base des cartes topologiques. Revue des Nouvelles Technologies de l'Information, Hermann, 2011, Apprentissage Artificiel et Fouille de Données, RNTI-A-5, pp.1-24. 〈hal-00874740〉

Communication dans un congrès1 document

  • Kais Allab, Khalid Benabdeslem. Sélection de contraintes pour la classification topologique semi-supervisée. Conférence Francophone d'Apprentissage CAP'11, May 2011, Chambéry, France. pp.39-54, 2011. 〈hal-00874827〉

Direction d'ouvrage, Proceedings, Dossier6 documents

  • Kais Allab, Lazhar Labiod, Mohamed Nadif. SemiNMF-PCA framework for Sparse Data Co-clustering. ACM International Conference on Information and Knowledge Management (CIKM'16), Indianapolis, United States. pp.347-356, 2016, 978-1-4503-4073-1. 〈10.1145/2983323.2983707〉. 〈hal-01376446〉
  • Kais Allab, Lazhar Labiod, Mohamed Nadif. Power Simultaneous Spectral Data Embedding and Clustering. SIAM International Conference on Data Mining (SDM'16), Miami, Florida, United States. pp.270-278, 2016. 〈hal-01329339〉
  • Kais Allab, Lazhar Labiod, Mohamed Nadif. Simultaneous Semi-NMF and PCA for Clustering. IEEE International Conference on Data Mining (ICDM'15), Nov 2015, Atlantic City, NJ, United States. pp.679 - 684, 2015. 〈hal-01206051〉
  • Kais Allab, Lazhar Labiod, Mohamed Nadif. Multi-Manifold Matrix Tri-Factorization for Text Data Clustering. Springer International Publishing. Neural Information Processing (ICONIP'15), Istanbul, Turkey. pp.705-715, 2015. 〈hal-01329356〉
  • Mohammed Hindawi, Kais Allab, Khalid Benabdeslem. Constraint Selection-Based Semi-supervised Feature Selection.. Cook, Diane J. and Pei, Jian and 0010, Wei Wang and Zaïane, Osmar R. and Wu, Xindong. ICDM, Dec 2011, Vancouver,BC, Canada. IEEE, pp.1080-1085, 2011, 〈10.1109/ICDM.2011.42〉. 〈hal-00874960〉
  • Kais Allab, Khalid Benabdeslem. Constraint selection for semi-supervised topological clustering. ECML PKDD, Sep 2011, Athens, Greece. 6911 (1), pp.28-43, 2011, 〈10.1007/978-3-642-23780-5_12〉. 〈hal-00874721〉