Number of documents

12

Kais Allab


Journal articles5 documents

  • Kais Allab, Lazhar Labiod, Mohamed Nadif. Simultaneous Spectral Data Embedding and Clustering. IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2018, pp.1 - 6. ⟨10.1109/TNNLS.2018.2815623⟩. ⟨hal-01764440⟩
  • 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⟩
  • Kais Allab, Lazhar Labiod, Mohamed Nadif. A Semi-NMF-PCA Unified Framework for Data Clustering. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2017, 29 (1), pp.2-16. ⟨10.1109/TKDE.2016.2606098⟩. ⟨hal-01361278⟩
  • 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⟩

Conference papers1 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. ⟨hal-00874827⟩

Directions of work or proceedings6 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⟩