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Books and Theses
- 2016
[b1]Kais Allab:
Matrix factorization framework for simultaneous data (co-)clustering and embedding. (Cadre basé sur la factorisation matricielle pour un traitement simultané de la (co)-classification et la réduction de la dimension des données). Sorbonne Paris Cité, France, 2016
Journal Articles
- 2018
- [j5]Kais Allab
, Lazhar Labiod, Mohamed Nadif:
Simultaneous Spectral Data Embedding and Clustering. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6396-6401 (2018) - 2017
- [j4]Kais Allab, Lazhar Labiod, Mohamed Nadif:
Multi-manifold matrix decomposition for data co-clustering. Pattern Recognit. 64: 386-398 (2017) - [j3]Kais Allab, Lazhar Labiod, Mohamed Nadif:
Erratum to 'Multi-Manifold Matrix Decomposition for Data Co-clustering' Pattern Recognition 64 (2017) 386-398. Pattern Recognit. 69: 352-353 (2017) - [j2]Kais Allab, Lazhar Labiod, Mohamed Nadif:
A Semi-NMF-PCA Unified Framework for Data Clustering. IEEE Trans. Knowl. Data Eng. 29(1): 2-16 (2017) - 2013
- [j1]Khalid Benabdeslem, Kais Allab:
Bi-clustering continuous data with self-organizing map. Neural Comput. Appl. 22(7-8): 1551-1562 (2013)
Conference and Workshop Papers
- 2016
- [c7]Kais Allab, Lazhar Labiod, Mohamed Nadif:
SemiNMF-PCA framework for Sparse Data Co-clustering. CIKM 2016: 347-356 - [c6]Kais Allab, Lazhar Labiod, Mohamed Nadif:
Power Simultaneous Spectral Data Embedding and Clustering. SDM 2016: 270-278 - 2015
- [c5]Kais Allab, Lazhar Labiod, Mohamed Nadif:
Simultaneous Semi-NMF and PCA for Clustering. ICDM 2015: 679-684 - [c4]Kais Allab, Lazhar Labiod, Mohamed Nadif:
Multi-Manifold Matrix Tri-Factorization for Text Data Clustering. ICONIP (1) 2015: 705-715 - 2011
- [c3]Mohammed M. Al-Hindawi, Kais Allab, Khalid Benabdeslem:
Constraint Selection-Based Semi-supervised Feature Selection. ICDM 2011: 1080-1085 - [c2]Kais Allab, Khalid Benabdeslem:
Constraint Selection for Semi-supervised Topological Clustering. ECML/PKDD (1) 2011: 28-43 - 2010
- [c1]Kais Allab, Khalid Benabdeslem, Alexandre Aussem:
Une approche de co-classification automatique à base des cartes topologiques. AAFD 2010: 1-24
Coauthor Index
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