Kais Allab

Orcid: 0000-0002-1231-2744

According to our database1, Kais Allab authored at least 13 papers between 2010 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2018
Simultaneous Spectral Data Embedding and Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2018

2017
A Semi-NMF-PCA Unified Framework for Data Clustering.
IEEE Trans. Knowl. Data Eng., 2017

Erratum to 'Multi-Manifold Matrix Decomposition for Data Co-clustering' Pattern Recognition 64 (2017) 386-398.
Pattern Recognit., 2017

Multi-manifold matrix decomposition for data co-clustering.
Pattern Recognit., 2017

2016
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).
PhD thesis, 2016

Power Simultaneous Spectral Data Embedding and Clustering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

SemiNMF-PCA framework for Sparse Data Co-clustering.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Multi-Manifold Matrix Tri-Factorization for Text Data Clustering.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Simultaneous Semi-NMF and PCA for Clustering.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2013
Bi-clustering continuous data with self-organizing map.
Neural Comput. Appl., 2013

2011
Constraint Selection for Semi-supervised Topological Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Constraint Selection-Based Semi-supervised Feature Selection.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
Une approche de co-classification automatique à base des cartes topologiques.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2010


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