Lazhar Labiod

According to our database1, Lazhar Labiod authored at least 29 papers between 2010 and 2018.

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

Timeline

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Links

On csauthors.net:

Bibliography

2018
Simultaneous Spectral Data Embedding and Clustering.
IEEE Trans. Neural Netw. Learning 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 Recognition, 2017

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

Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

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

Bi-stochastic Matrix Approximation Framework for Data Co-clustering.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

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

2015
A Unified Framework for Data Visualization and Coclustering.
IEEE Trans. Neural Netw. Learning Syst., 2015

Spectral Clustering Trough Topological Learning for Large Datasets.
Proceedings of the Neural Information Processing - 22nd International Conference, 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
A topographical nonnegative matrix factorization algorithm.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
A spectral algorithm for topographical Co-clustering.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Feature space transformation for transfer learning.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Un Algorithme Spectral pour le Co-clustering Topographique.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Classification des données catégorielles via la maximisation spectrale de la modularité.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Transformation de l'espace de description pour l'apprentissage par transfert.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Classification relationnelle topographique.
Revue d'Intelligence Artificielle, 2011

Co-clustering under Nonnegative Matrix Tri-Factorization.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Co-clustering for Binary Data with Maximum Modularity.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Co-clustering for Binary and Categorical Data with Maximum Modularity.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Interprétation spectrale de la classification relationnelle.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity.
Proceedings of the ESANN 2011, 2011

2010
Relational Topological Map.
International Journal of Computational Intelligence and Applications, 2010

Relational topological clustering.
Proceedings of the International Joint Conference on Neural Networks, 2010

Clustering Categorical Data Using an Extended Modularity Measure.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Autonomous Clustering Characterization for Categorical Data.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Formulation Condorcéenne du critère de la modularité.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2010


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