Kais Allab

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2018

Simultaneous Spectral Data Embedding and Clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

IEEE Trans. Neural Networks Learn. Syst., 2018

2017

A Semi-NMF-PCA Unified Framework for Data Clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

IEEE Trans. Knowl. Data Eng., 2017

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

Kais Allab, Lazhar Labiod, Mohamed Nadif

Pattern Recognit., 2017

Multi-manifold matrix decomposition for data co-clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

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).

Kais Allab

PhD thesis, 2016

Power Simultaneous Spectral Data Embedding and Clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

SemiNMF-PCA framework for Sparse Data Co-clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Multi-Manifold Matrix Tri-Factorization for Text Data Clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Simultaneous Semi-NMF and PCA for Clustering.

Kais Allab, Lazhar Labiod, Mohamed Nadif

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2013

Bi-clustering continuous data with self-organizing map.

Khalid Benabdeslem, Kais Allab

Neural Comput. Appl., 2013

2011

Constraint Selection for Semi-supervised Topological Clustering.

Kais Allab, Khalid Benabdeslem

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Constraint Selection-Based Semi-supervised Feature Selection.

Mohammed M. Al-Hindawi, Kais Allab, Khalid Benabdeslem

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Une approche de co-classification automatique à base des cartes topologiques.

Kais Allab, Khalid Benabdeslem, Alexandre Aussem

Proceedings of the Apprentissage Artificiel et Fouille de Données, 2010