Mohamed Nadif

Most-cited papers

A dynamic collaborative filtering system via a weighted clustering approach
Aghiles Salah, Nicoleta Rogovschi, Mohamed Nadif
2016Neurocomputing100 citations
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Spectral Clustering via Ensemble Deep Autoencoder Learning (SC-EDAE)
Séverine Affeldt, Lazhar Labiod, Mohamed Nadif
2019Pattern Recognition91 citations Open access
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A Semi-NMF-PCA Unified Framework for Data Clustering
Kais Allab, Lazhar Labiod, Mohamed Nadif
2017IEEE Transactions on Knowledge and Data Engineering76 citations
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A survey on machine learning methods for churn prediction
L. Geiler, Séverine Affeldt, Mohamed Nadif
2022International Journal of Data Science and Analysis72 citations Open access
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Unsupervised and self-supervised deep learning approaches for biomedical text mining
Mohamed Nadif, François Role
2021Briefings Bioinform.60 citations
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Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity
Melissa Ailem, François Role, Mohamed Nadif
2015International Conference on Information and Knowledge Management51 citations
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CoClust: A Python Package for Co-Clustering
François Role, Stanislas Morbieu, Mohamed Nadif
2019Journal of Statistical Software48 citations Open access
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Efficient Graph Convolution for Joint Node Representation Learning and Clustering
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2022Web Search and Data Mining47 citations
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Sparse Poisson Latent Block Model for Document Clustering
Melissa Ailem, François Role, Mohamed Nadif
2017IEEE Transactions on Knowledge and Data Engineering47 citations
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Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering
Aghiles Salah, Melissa Ailem, Mohamed Nadif
2018AAAI Conference on Artificial Intelligence46 citations Open access
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Mutual information, phi-squared and model-based co-clustering for contingency tables
G. Govaert, Mohamed Nadif
2016Advances in Data Analysis and Classification41 citations
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Is Anisotropy Truly Harmful? A Case Study on Text Clustering
Mira Ait-Saada, Mohamed Nadif
2023Annual Meeting of the Association for Computational Linguistics36 citations Open access
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Graph modularity maximization as an effective method for co-clustering text data
Melissa Ailem, François Role, Mohamed Nadif
2016Knowledge-Based Systems34 citations
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Model-based co-clustering for the effective handling of sparse data
Melissa Ailem, François Role, Mohamed Nadif
2017Pattern Recognition33 citations
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Directional co-clustering
Aghiles Salah, Mohamed Nadif
2018Advances in Data Analysis and Classification31 citations Open access
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Non-negative Matrix Factorization Meets Word Embedding
Melissa Ailem, Aghiles Salah, Mohamed Nadif
2017Annual International ACM SIGIR Conference on Research and Development in Information Retrieval30 citations
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Adaptive Threshold for Anomaly Detection Using Time Series Segmentation
Mohamed-Cherif Dani, François-Xavier Jollois, Mohamed Nadif, Cassiano Freixo
2015International Conference on Neural Information Processing28 citations
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Simultaneous Linear Multi-view Attributed Graph Representation Learning and Clustering
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2023Web Search and Data Mining27 citations Open access
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Scalable Attributed-Graph Subspace Clustering
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2023AAAI Conference on Artificial Intelligence24 citations Open access
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An effective strategy for churn prediction and customer profiling
L. Geiler, Séverine Affeldt, Mohamed Nadif
2022Data & Knowledge Engineering21 citations Open access
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Social regularized von Mises–Fisher mixture model for item recommendation
Aghiles Salah, Mohamed Nadif
2017Data mining and knowledge discovery21 citations
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Simultaneous Spectral Data Embedding and Clustering
Kais Allab, Lazhar Labiod, Mohamed Nadif
2018IEEE Transactions on Neural Networks and Learning Systems20 citations
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Ensemble Block Co-clustering: A Unified Framework for Text Data
Séverine Affeldt, Lazhar Labiod, Mohamed Nadif
2020International Conference on Information and Knowledge Management19 citations Open access
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Regularized bi-directional co-clustering
Séverine Affeldt, Lazhar Labiod, Mohamed Nadif
2021Statistics and computing18 citations Open access
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Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study
R. Nadif, Mickael Febrissy, M. Andrianjafimasy, N. Le Moual +7 more
2020BMJ Open Respiratory Research18 citations Open access
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Hard and fuzzy diagonal co-clustering for document-term partitioning
Charlotte Laclau, Mohamed Nadif
2016Neurocomputing18 citations
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Model-based von Mises-Fisher Co-clustering with a Conscience
Aghiles Salah, Mohamed Nadif
2017SDM17 citations
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Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data
Milad Leyli-Abadi, Lazhar Labiod, Mohamed Nadif
2017Pacific-Asia Conference on Knowledge Discovery and Data Mining17 citations
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Boosting Subspace Co-Clustering via Bilateral Graph Convolution
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2024IEEE Transactions on Knowledge and Data Engineering16 citations Open access
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Unsupervised text mining for assessing and augmenting GWAS results
Melissa Ailem, François Role, Mohamed Nadif, F. Demenais
2016Journal of Biomedical Informatics16 citations Open access
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Unsupervised anomaly detection for Aircraft Condition Monitoring System
Mohamed-Cherif Dani, Cassiano Freixo, François-Xavier Jollois, Mohamed Nadif
2015IEEE Aerospace Conference15 citations
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Improving NMF clustering by leveraging contextual relationships among words
Mickael Febrissy, Aghiles Salah, Melissa Ailem, Mohamed Nadif
2022Neurocomputing14 citations Open access
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A Way to Boost Semi-NMF for Document Clustering
Aghiles Salah, Melissa Ailem, Mohamed Nadif
2017International Conference on Information and Knowledge Management13 citations
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Implicit consensus clustering from multiple graphs
Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif
2021Data mining and knowledge discovery12 citations Open access
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Efficient regularized spectral data embedding
Lazhar Labiod, Mohamed Nadif
2020Advances in Data Analysis and Classification12 citations
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Semi-supervised Latent Block Model with pairwise constraints
Paul Riverain, S. Fossier, Mohamed Nadif
2022Machine-mediated learning10 citations Open access
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How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach
Mira Ait-Saada, François Role, Mohamed Nadif
2021International Conference on Information and Knowledge Management10 citations
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Multi-manifold matrix decomposition for data co-clustering
Kais Allab, Lazhar Labiod, Mohamed Nadif
2017Pattern Recognition10 citations
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Efficient and Effective Optimal Transport-Based Biclustering
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2022Neural Information Processing Systems9 citations
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Association between occupational exposure to irritant agents and a distinct asthma endotype in adults
M. Andrianjafimasy, Mickael Febrissy, F. Zerimech, Brigitte Dananché +11 more
2021Occupational and Environmental Medicine9 citations Open access
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Tensor latent block model for co-clustering
Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif
2020International Journal of Data Science and Analysis9 citations Open access
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Model-based Co-clustering for High Dimensional Sparse Data
Aghiles Salah, Nicoleta Rogovschi, Mohamed Nadif
2016International Conference on Artificial Intelligence and Statistics9 citations
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A Unified Framework for Data Visualization and Coclustering
Lazhar Labiod, Mohamed Nadif
2015IEEE Transactions on Neural Networks and Learning Systems9 citations
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Power Attributed Graph Embedding and Clustering
Lazhar Labiod, Mohamed Nadif
2022IEEE Transactions on Neural Networks and Learning Systems8 citations Open access
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Poisson degree corrected dynamic stochastic block model
Paul Riverain, S. Fossier, Mohamed Nadif
2022Advances in Data Analysis and Classification8 citations Open access
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Tensor-based Graph Modularity for Text Data Clustering
Rafika Boutalbi, Mira Ait-Saada, Anastasiia Iurshina, Steffen Staab +1 more
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval8 citations Open access
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Subspace Co-clustering with Two-Way Graph Convolution
Chakib Fettal, Lazhar Labiod, Mohamed Nadif
2022International Conference on Information and Knowledge Management8 citations
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Regularized Dual-PPMI Co-clustering for Text Data
Séverine Affeldt, Lazhar Labiod, Mohamed Nadif
2021Annual International ACM SIGIR Conference on Research and Development in Information Retrieval8 citations
Semantic Scholar
Sparse Tensor Co-clustering as a Tool for Document Categorization
Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif
2019Annual International ACM SIGIR Conference on Research and Development in Information Retrieval8 citations
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Diagonal latent block model for binary data
Charlotte Laclau, Mohamed Nadif
2016Statistics and computing8 citations
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