var bibbase_data = {"data":"\"Loading..\"\n\n
\n\n \n\n \n\n \n \n\n \n\n \n \n\n \n\n \n
\n generated by\n \n \"bibbase.org\"\n\n \n
\n \n\n
\n\n \n\n\n
\n\n Excellent! Next you can\n create a new website with this list, or\n embed it in an existing web page by copying & pasting\n any of the following snippets.\n\n
\n JavaScript\n (easiest)\n
\n \n <script src=\"https://bibbase.org/show?bib=https://www.dropbox.com/s/tfqitbim6vg07md/sample.bib?dl=1&jsonp=1&jsonp=1\"></script>\n \n
\n\n PHP\n
\n \n <?php\n $contents = file_get_contents(\"https://bibbase.org/show?bib=https://www.dropbox.com/s/tfqitbim6vg07md/sample.bib?dl=1&jsonp=1\");\n print_r($contents);\n ?>\n \n
\n\n iFrame\n (not recommended)\n
\n \n <iframe src=\"https://bibbase.org/show?bib=https://www.dropbox.com/s/tfqitbim6vg07md/sample.bib?dl=1&jsonp=1\"></iframe>\n \n
\n\n

\n For more details see the documention.\n

\n
\n
\n\n
\n\n This is a preview! To use this list on your own web site\n or create a new web site from it,\n create a free account. The file will be added\n and you will be able to edit it in the File Manager.\n We will show you instructions once you've created your account.\n
\n\n
\n\n

To the site owner:

\n\n

Action required! Mendeley is changing its\n API. In order to keep using Mendeley with BibBase past April\n 14th, you need to:\n

    \n
  1. renew the authorization for BibBase on Mendeley, and
    2. \n
  2. update the BibBase URL\n in your page the same way you did when you initially set up\n this page.\n
    3. \n
\n

\n\n

\n \n \n Fix it now\n

\n
\n\n
\n\n\n
\n \n \n
\n
\n  \n 2018\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering.\n \n \n \n \n\n\n \n Salah, A.; Ailem, M.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the Thirty-Second International Conference on Artificial Intelligence (AAAI'18), 2018. \n \n\n\n\n
\n\n\n\n \n \n \"Word paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{salah2018wor,\r\n  author={Salah, Aghiles and Ailem, Melissa and Nadif, Mohamed},\r\n  title={Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering},\r\n  booktitle={Proceedings of the Thirty-Second International Conference on Artificial Intelligence (AAAI'18)},\r\n  year={2018},\r\n  adress={New Orleans, Louisiana, USA},\r\n  url_Paper = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16464/16664.pdf}  \r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Directional co-clustering.\n \n \n \n\n\n \n Salah, A.; and Nadif, M.\n\n\n \n\n\n\n Advances in Data Analysis and Classification,1–30. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{salah2018directional,\r\n  title={Directional co-clustering},\r\n  author={Salah, Aghiles and Nadif, Mohamed},\r\n  journal={Advances in Data Analysis and Classification},\r\n  pages={1--30},\r\n  year={2018},\r\n  publisher={Springer}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2017\n \n \n (9)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n A Way to Boost Semi-NMF for Document Clustering.\n \n \n \n \n\n\n \n Salah, A.; Ailem, M.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 2017 International Conference on Information and Knowledge Management (CIKM'17), pages 2275–2278, Singapore, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{salah2017way,\r\n  title={A Way to Boost Semi-NMF for Document Clustering},\r\n  author={Salah, Aghiles and Ailem, Melissa and Nadif, Mohamed},\r\n  booktitle={Proceedings of the 2017 International Conference on Information and Knowledge Management (CIKM'17)},\r\n  pages={2275--2278},\r\n  year={2017},\r\n  address = {Singapore},\r\n  url_Paper = {https://www.researchgate.net/profile/Melissa_Ailem/publication/320885680_A_Way_to_Boost_Semi-NMF_for_Document_Clustering/links/5b7de7dd299bf1d5a71e4318/A-Way-to-Boost-Semi-NMF-for-Document-Clustering.pdf},\r\n  organization={ACM}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Non-negative Matrix Factorization Meets Word Embedding.\n \n \n \n \n\n\n \n Ailem, M.; Salah, A.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 40th International Conference on Research and Development in Information Retrieval (SIGIR'17), pages 1081–1084, Tokyo, Japan, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Non-negative paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{ailem2017non,\r\n  title={Non-negative Matrix Factorization Meets Word Embedding},\r\n  author={Ailem, Melissa and Salah, Aghiles and Nadif, Mohamed},\r\n  booktitle={Proceedings of the 40th International Conference on Research and Development in Information Retrieval (SIGIR'17)},\r\n  pages={1081--1084},\r\n  year={2017},\r\n  address = {Tokyo, Japan},\r\n  url_Paper = {https://www.researchgate.net/profile/Melissa_Ailem/publication/318763957_Non-negative_Matrix_Factorization_Meets_Word_Embedding/links/5b7de7bf299bf1d5a71e4316/Non-negative-Matrix-Factorization-Meets-Word-Embedding.pdf},\r\n  organization={ACM}\r\n}\r\n\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data.\n \n \n \n\n\n \n Leyli-Abadi, M.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pages 801–813, Jeju, South Korea, 2017. Springer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{leyli2017denoising,\r\n  title={Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text Data},\r\n  author={Leyli-Abadi, Milad and Labiod, Lazhar and Nadif, Mohamed},\r\n  booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},\r\n  pages={801--813},\r\n  year={2017},\r\n  address = {Jeju, South Korea},\r\n  organization={Springer}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n A Semi-NMF-PCA Unified Framework for Data Clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n IEEE Transactions on Knowledge and Data Engineering (TKDE), 29(1): 2-16. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Allab_17a,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {A Semi-NMF-PCA Unified Framework for Data Clustering},\r\n  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},\r\n  year = {2017},\r\n  volume = {29(1)},\r\n  pages = {2-16},\r\n  doi = {10.1109/TKDE.2016.2606098}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Multi-Manifold Matrix Decomposition for Data Co-clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n Pattern Recognition, 64: 386-398. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Allab_17b,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {Multi-Manifold Matrix Decomposition for Data Co-clustering},\r\n  journal = {Pattern Recognition},\r\n  year = {2017},\r\n  volume = {64},\r\n  pages = {386-398},\r\n  doi = {DOI: 10.1016/j.patcog.2016.11.027}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Social regularized von Mises-Fisher mixture model for item recommendation.\n \n \n \n\n\n \n Salah, A.; and Nadif, M.\n\n\n \n\n\n\n Data Mining and Knowledge Discovery,1–24. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{salahsocial,\r\n  title={Social regularized von Mises-Fisher mixture model for item recommendation},\r\n  author={Salah, Aghiles and Nadif, Mohamed},\r\n  journal={Data Mining and Knowledge Discovery},\r\n  pages={1--24},\r\n  year={2017},\r\n  publisher={Springer}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Sparse Poisson Latent Block Model for Document Clustering.\n \n \n \n\n\n \n Ailem, M.; Role, F.; and Nadif, M.\n\n\n \n\n\n\n IEEE Transactions on Knowledge & Data Engineering, 29(7): 1563-1576. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{ailem2017sparse,\r\n  title={Sparse Poisson Latent Block Model for Document Clustering},\r\n  author={Ailem, Melissa and Role, Fran{\\k{i}}ois and Nadif, Mohamed},\r\n  journal = {IEEE Transactions on Knowledge & Data Engineering},\r\n  volume={29},\r\n  number={7},\r\n  pages={1563-1576},\r\n  year={2017}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Model-based Co-clustering for the Effective Handling of Sparse Data.\n \n \n \n\n\n \n Ailem, M.; Role, F.; and Nadif, M.\n\n\n \n\n\n\n To appear in Pattern Recognition Journal. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{ailem2017,\r\n  title={Model-based Co-clustering for the Effective Handling of Sparse Data},\r\n  author={Ailem, Melissa and Role, Fran{\\k{i}}ois and Nadif, Mohamed},\r\n  journal={To appear in Pattern Recognition Journal},\r\n  year={2017}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Model-based von Mises-Fisher Co-clustering with a Conscience.\n \n \n \n \n\n\n \n Salah, A.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 2017 SIAM International Conference on Data Mining (SDM'17), pages 246–254, Houston, TX, United States, 2017. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"Model-based paper\n  \n \n \n \"Model-based link\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{salah2017model,\r\n  title={Model-based von Mises-Fisher Co-clustering with a Conscience},\r\n  author={Salah, Aghiles and Nadif, Mohamed},\r\n  booktitle={Proceedings of the 2017 SIAM International Conference on Data Mining (SDM'17)},\r\n  pages={246--254},\r\n  year={2017},\r\n  address = {Houston, TX, United States},\r\n  url_Paper ={http://epubs.siam.org/doi/pdf/10.1137/1.9781611974973.28},\r\n  url_Link ={http://epubs.siam.org/doi/abs/10.1137/1.9781611974973.28},\r\n  organization={SIAM}\r\n}\r\n\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2016\n \n \n (13)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Vers une approche Visual Analytics pour explorer les variantes de sujets d'un corpus.\n \n \n \n \n\n\n \n Médoc, N.; Ghoniem, M.; and Nadif, M.\n\n\n \n\n\n\n In 16ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, 18-22 Janvier 2016, Reims, France, pages 539–540, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"VersPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/MedocGN16,\r\n  author = {Nicolas M{\\'{e}}doc and Mohammad Ghoniem and Mohamed Nadif},\r\n  title = {Vers une approche Visual Analytics pour explorer les variantes de\r\n\tsujets d'un corpus},\r\n  booktitle = {16{\\`{e}}me Journ{\\'{e}}es Francophones Extraction et Gestion des\r\n\tConnaissances, {EGC} 2016, 18-22 Janvier 2016, Reims, France},\r\n  year = {2016},\r\n  pages = {539--540},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/MedocGN16},\r\n  crossref = {DBLP:conf/f-egc/2016},\r\n  timestamp = {Fri, 22 Jan 2016 10:19:37 +0100},\r\n  url = {http://editions-rnti.fr/?inprocid=1002220}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Graph modularity maximization as an effective method for co-clustering text data.\n \n \n \n\n\n \n Ailem, M.; Role, F.; and Nadif, M.\n\n\n \n\n\n\n Knowledge-Based Systems, 109: 160–173. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{ailem2016graph,\r\n  author = {Ailem, Melissa and Role, Fran{\\c{c}}ois and Nadif, Mohamed},\r\n  title = {Graph modularity maximization as an effective method for co-clustering\r\n\ttext data},\r\n  journal = {Knowledge-Based Systems},\r\n  year = {2016},\r\n  volume = {109},\r\n  pages = {160--173},\r\n  publisher = {Elsevier}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Unsupervised Text Mining for Assessing and Augmenting GWAS Results.\n \n \n \n\n\n \n Ailem, M.; Role, F.; Nadif, M.; and Demenais, F.\n\n\n \n\n\n\n Journal of Biomedical Informatics, 60: 252-259. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{ailem_jbi_2016,\r\n  author = {Ailem, Melissa and Role, Fran{\\c{c}}ois and Nadif, Mohamed and Demenais,\r\n\tFlorence},\r\n  title = {Unsupervised Text Mining for Assessing and Augmenting GWAS Results},\r\n  journal = {Journal of Biomedical Informatics},\r\n  year = {2016},\r\n  volume = {60},\r\n  pages = {252-259},\r\n  publisher = {Elsevier}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Power Simultaneous Spectral Data Embedding and Clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In SIAM International Conference on Data Mining (SDM'16), pages 270-278, Miami, FL, United States, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Allab_16a,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {Power Simultaneous Spectral Data Embedding and Clustering},\r\n  booktitle = {SIAM International Conference on Data Mining (SDM'16)},\r\n  year = {2016},\r\n  pages = {270-278},\r\n  address = {Miami, FL, United States}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n SemiNMF-PCA framework for Sparse Data Co-clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In ACM International Conference on Information and Knowledge Management (CIKM'16), pages 347-356, Indianapolis-IN-United States, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Allab_16b,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {SemiNMF-PCA framework for Sparse Data Co-clustering},\r\n  booktitle = {ACM International Conference on Information and Knowledge Management\r\n\t(CIKM'16)},\r\n  year = {2016},\r\n  pages = {347-356},\r\n  address = {Indianapolis-IN-United States}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Mutual information, phi-squared and model-based co-clustering for contingency tables.\n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n Advances in Data Analysis and Classification,1–34. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{govaert16,\r\n  author = {Govaert, G{\\'e}rard and Nadif, Mohamed},\r\n  title = {Mutual information, phi-squared and model-based co-clustering for\r\n\tcontingency tables},\r\n  journal = {Advances in Data Analysis and Classification},\r\n  year = {2016},\r\n  pages = {1--34},\r\n  publisher = {Springer}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Bi-stochastic Matrix Approximation Framework for Data Co-clustering.\n \n \n \n\n\n \n Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis (IDA'16), volume 9897, of Lecture Notes in Computer Science, pages 273-283, 2016. Springer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Labiod_IDA16,\r\n  author = {Lazhar Labiod and Mohamed Nadif},\r\n  title = {Bi-stochastic Matrix Approximation Framework for Data Co-clustering},\r\n  booktitle = {Advances in Intelligent Data Analysis (IDA'16)},\r\n  year = {2016},\r\n  volume = {9897},\r\n  series = {Lecture Notes in Computer Science},\r\n  pages = {273-283},\r\n  publisher = {Springer}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Diagonal latent block model for binary data.\n \n \n \n \n\n\n \n Laclau, C.; and Nadif, M.\n\n\n \n\n\n\n Statistics and Computing,1–19. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"DiagonalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Laclau2016,\r\n  author = {Laclau, Charlotte and Nadif, Mohamed},\r\n  title = {Diagonal latent block model for binary data},\r\n  journal = {Statistics and Computing},\r\n  year = {2016},\r\n  pages = {1--19},\r\n  doi = {10.1007/s11222-016-9677-7},\r\n  issn = {1573-1375},\r\n  url = {http://dx.doi.org/10.1007/s11222-016-9677-7}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Hard and fuzzy diagonal co-clustering for document-term partitioning .\n \n \n \n \n\n\n \n Laclau, C.; and Nadif, M.\n\n\n \n\n\n\n Neurocomputing , 193: 133 - 147. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"HardPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@ARTICLE{Laclau2016133,\r\n  author = {Charlotte Laclau and Mohamed Nadif},\r\n  title = {Hard and fuzzy diagonal co-clustering for document-term partitioning\r\n\t},\r\n  journal = {Neurocomputing },\r\n  year = {2016},\r\n  volume = {193},\r\n  pages = {133 - 147},\r\n  doi = {http://dx.doi.org/10.1016/j.neucom.2016.02.003},\r\n  issn = {0925-2312},\r\n  keywords = {Co-clustering},\r\n  url = {http://www.sciencedirect.com/science/article/pii/S0925231216001818}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Generalized topographic block model .\n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n Neurocomputing , 173, Part 2: 442 - 449. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Priam_16a,\r\n  author = {Rodolphe Priam and Mohamed Nadif and Gérard Govaert},\r\n  title = {Generalized topographic block model },\r\n  journal = {Neurocomputing },\r\n  year = {2016},\r\n  volume = {173, Part 2},\r\n  pages = {442 - 449}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n A dynamic collaborative filtering system via a weighted clustering approach .\n \n \n \n\n\n \n Salah, A.; Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n Neurocomputing , 175, Part A: 206 - 215. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Salah16a,\r\n  author = {Aghiles Salah and Nicoleta Rogovschi and Mohamed Nadif},\r\n  title = {A dynamic collaborative filtering system via a weighted clustering\r\n\tapproach },\r\n  journal = {Neurocomputing },\r\n  year = {2016},\r\n  volume = {175, Part A},\r\n  pages = {206 - 215}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Model-based Co-clustering for High Dimensional Sparse Data.\n \n \n \n \n\n\n \n Salah, A.; Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTAT'16), pages 866–874, Cadiz, Spain, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"Model-based link\n  \n \n \n \"Model-based paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{salah16b,\r\n  author = {Salah, Aghiles and Rogovschi, Nicoleta and Nadif, Mohamed},\r\n  title = {Model-based Co-clustering for High Dimensional Sparse Data},\r\n  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence\r\n\tand Statistics (AISTAT'16)},\r\n  year = {2016},\r\n  pages = {866--874},\r\n  address = {Cadiz, Spain},\r\n  url_link = {http://www.jmlr.org/proceedings/papers/v51/salah16.html},\r\n  url_paper = {http://www.jmlr.org/proceedings/papers/v51/salah16.pdf}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Stochastic Co-clustering for Document-Term Data.\n \n \n \n \n\n\n \n Salah, A.; Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 2016 SIAM International Conference on Data Mining (SDM'16), pages 306–314, Miami, FL, United States, 2016. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"Stochastic paper\n  \n \n \n \"Stochastic link\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{salah16c,\r\n  title={Stochastic Co-clustering for Document-Term Data},\r\n  author={Salah, Aghiles and Rogovschi, Nicoleta and Nadif, Mohamed},\r\n  booktitle={Proceedings of the 2016 SIAM International Conference on Data Mining (SDM'16)},\r\n  pages={306--314},\r\n  year={2016},\r\n  address = {Miami, FL, United States},\r\n  url_Paper = {http://epubs.siam.org/doi/pdf/10.1137/1.9781611974348.35},\r\n  url_Link = {http://epubs.siam.org/doi/abs/10.1137/1.9781611974348.35},\r\n  organization={SIAM}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2015\n \n \n (9)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity.\n \n \n \n \n\n\n \n Ailem, M.; Role, F.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015, pages 1807–1810, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"Co-clusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/cikm/AilemRN15,\r\n  author = {Melissa Ailem and Fran{\\c{c}}ois Role and Mohamed Nadif},\r\n  title = {Co-clustering Document-term Matrices by Direct Maximization of Graph\r\n\tModularity},\r\n  booktitle = {Proceedings of the 24th {ACM} International on Conference on Information\r\n\tand Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,\r\n\tOctober 19 - 23, 2015},\r\n  year = {2015},\r\n  pages = {1807--1810},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/cikm/AilemRN15},\r\n  crossref = {DBLP:conf/cikm/2015},\r\n  doi = {10.1145/2806416.2806639},\r\n  timestamp = {Thu, 12 Nov 2015 16:33:35 +0100},\r\n  url = {http://doi.acm.org/10.1145/2806416.2806639}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Compromis précision-rappel dans l'évaluation des performances.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In 15èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2015, 27-30 Janvier 2015, Luxembourg, pages 113–124, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"CompromisPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/HanczarN15,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Compromis pr{\\'{e}}cision-rappel dans l'{\\'{e}}valuation des performances},\r\n  booktitle = {15{\\`{e}}mes Journ{\\'{e}}es Francophones Extraction et Gestion des\r\n\tConnaissances, {EGC} 2015, 27-30 Janvier 2015, Luxembourg},\r\n  year = {2015},\r\n  pages = {113--124},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/HanczarN15},\r\n  crossref = {DBLP:conf/f-egc/2015},\r\n  timestamp = {Mon, 11 May 2015 14:59:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1002070}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Fuzzy co-clustering with automated variable weighting.\n \n \n \n \n\n\n \n Laclau, C.; de A. T. de Carvalho, F.; and Nadif, M.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015, pages 1–8, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"FuzzyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/fuzzIEEE/LaclauCN15,\r\n  author = {Charlotte Laclau and Francisco de A. T. de Carvalho and Mohamed Nadif},\r\n  title = {Fuzzy co-clustering with automated variable weighting},\r\n  booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}\r\n\t2015, Istanbul, Turkey, August 2-5, 2015},\r\n  year = {2015},\r\n  pages = {1--8},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/fuzzIEEE/LaclauCN15},\r\n  crossref = {DBLP:conf/fuzzIEEE/2015},\r\n  doi = {10.1109/FUZZ-IEEE.2015.7337802},\r\n  timestamp = {Thu, 03 Dec 2015 14:49:58 +0100},\r\n  url = {http://dx.doi.org/10.1109/FUZZ-IEEE.2015.7337802}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Diagonal Co-clustering Algorithm for Document-Word Partitioning.\n \n \n \n \n\n\n \n Laclau, C.; and Nadif, M.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis XIV - 14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015, Proceedings, pages 170–180, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"DiagonalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ida/LaclauN15,\r\n  author = {Charlotte Laclau and Mohamed Nadif},\r\n  title = {Diagonal Co-clustering Algorithm for Document-Word Partitioning},\r\n  booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International\r\n\tSymposium, {IDA} 2015, Saint Etienne, France, October 22-24, 2015,\r\n\tProceedings},\r\n  year = {2015},\r\n  pages = {170--180},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ida/LaclauN15},\r\n  crossref = {DBLP:conf/ida/2015},\r\n  doi = {10.1007/978-3-319-24465-5_15},\r\n  timestamp = {Tue, 13 Oct 2015 12:14:04 +0200},\r\n  url = {http://dx.doi.org/10.1007/978-3-319-24465-5_15}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif.\n \n \n \n \n\n\n \n Salah, A.; Rogovschi, N.; Role, F.; and Nadif, M.\n\n\n \n\n\n\n In 15èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2015, 27-30 Janvier 2015, Luxembourg, pages 347–358, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"PourPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/SalahRRN15,\r\n  author = {Aghiles Salah and Nicoleta Rogovschi and Fran{\\c{c}}ois Role and\r\n\tMohamed Nadif},\r\n  title = {Pour une meilleure exploitation de la classification crois{\\'{e}}e\r\n\tdans les syst{\\`{e}}mes de filtrage collaboratif},\r\n  booktitle = {15{\\`{e}}mes Journ{\\'{e}}es Francophones Extraction et Gestion des\r\n\tConnaissances, {EGC} 2015, 27-30 Janvier 2015, Luxembourg},\r\n  year = {2015},\r\n  pages = {347--358},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/SalahRRN15},\r\n  crossref = {DBLP:conf/f-egc/2015},\r\n  timestamp = {Mon, 11 May 2015 14:59:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1002095}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Simultaneous Semi-NMF and PCA for Clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In IEEE International Conference on Data Mining (ICDM'15), pages 679-684, Atlantic City, NJ, United States, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Allab_15a,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {{Simultaneous Semi-NMF and PCA for Clustering}},\r\n  booktitle = {{IEEE International Conference on Data Mining (ICDM'15)}},\r\n  year = {2015},\r\n  pages = {679-684},\r\n  address = {Atlantic City, NJ, United States}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Multi-Manifold Matrix Tri-Factorization for Text Data Clustering.\n \n \n \n\n\n \n Allab, K.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Neural Information Processing (ICONIP'15), volume 1, pages 705-715, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Allab_15b,\r\n  author = {Allab, Kais and Labiod, Lazhar and Nadif, Mohamed},\r\n  title = {{Multi-Manifold Matrix Tri-Factorization for Text Data Clustering}},\r\n  booktitle = {{Neural Information Processing (ICONIP'15)}},\r\n  year = {2015},\r\n  volume = {1},\r\n  pages = {705-715}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n A Unified Framework for Data Visualization and Coclustering.\n \n \n \n \n\n\n \n Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n IEEE Trans. Neural Netw. Learning Syst., 26(9): 2194–2199. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/tnn/LabiodN15,\r\n  author = {Lazhar Labiod and Mohamed Nadif},\r\n  title = {A Unified Framework for Data Visualization and Coclustering},\r\n  journal = {{IEEE} Trans. Neural Netw. Learning Syst.},\r\n  year = {2015},\r\n  volume = {26},\r\n  pages = {2194--2199},\r\n  number = {9},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/tnn/LabiodN15},\r\n  doi = {10.1109/TNNLS.2014.2359918},\r\n  timestamp = {Mon, 24 Aug 2015 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1109/TNNLS.2014.2359918}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n An Efficient Incremental Collaborative Filtering System.\n \n \n \n\n\n \n Salah, A.; Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n In Neural Information Processing - 22nd International Conference, ICONIP, 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part III, pages 375–383, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/iconip/SalahRN15,\r\n  author = {Aghiles Salah and Nicoleta Rogovschi and Mohamed Nadif},\r\n  title = {An Efficient Incremental Collaborative Filtering System},\r\n  booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP},\r\n\t2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {III}},\r\n  year = {2015},\r\n  pages = {375--383}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2014\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Unsupervised Consensus Functions Applied to Ensemble Biclustering.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods, ESEO, Angers, Loire Valley, France, 6-8 March, 2014, pages 30–39, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"UnsupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icpram/HanczarN14,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Unsupervised Consensus Functions Applied to Ensemble Biclustering},\r\n  booktitle = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on\r\n\tPattern Recognition Applications and Methods, ESEO, Angers, Loire\r\n\tValley, France, 6-8 March, 2014},\r\n  year = {2014},\r\n  pages = {30--39},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpram/HanczarN14},\r\n  crossref = {DBLP:conf/icpram/2014},\r\n  doi = {10.5220/0004789800300039},\r\n  timestamp = {Mon, 22 Sep 2014 09:29:21 +0200},\r\n  url = {http://dx.doi.org/10.5220/0004789800300039}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Fast Simultaneous Clustering and Feature Selection for Binary Data.\n \n \n \n \n\n\n \n Laclau, C.; and Nadif, M.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis XIII - 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 - November 1, 2014. Proceedings, pages 192–202, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ida/LaclauN14,\r\n  author = {Charlotte Laclau and Mohamed Nadif},\r\n  title = {Fast Simultaneous Clustering and Feature Selection for Binary Data},\r\n  booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International\r\n\tSymposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1,\r\n\t2014. Proceedings},\r\n  year = {2014},\r\n  pages = {192--202},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ida/LaclauN14},\r\n  crossref = {DBLP:conf/ida/2014},\r\n  doi = {10.1007/978-3-319-12571-8_17},\r\n  timestamp = {Mon, 03 Nov 2014 15:22:16 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-319-12571-8_17}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Visual analytics of text streams through multiple dynamic frequency matrices.\n \n \n \n \n\n\n \n Médoc, N.; Stefas, M.; Ghoniem, M.; and Nadif, M.\n\n\n \n\n\n\n In 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014, Paris, France, October 25-31, 2014, pages 381–382, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"VisualPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ieeevast/MedocSGN14,\r\n  author = {Nicolas M{\\'{e}}doc and Micka{\\"{e}}l Stefas and Mohammad Ghoniem\r\n\tand Mohamed Nadif},\r\n  title = {Visual analytics of text streams through multiple dynamic frequency\r\n\tmatrices},\r\n  booktitle = {2014 {IEEE} Conference on Visual Analytics Science and Technology,\r\n\t{VAST} 2014, Paris, France, October 25-31, 2014},\r\n  year = {2014},\r\n  pages = {381--382},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ieeevast/MedocSGN14},\r\n  crossref = {DBLP:conf/ieeevast/2014},\r\n  doi = {10.1109/VAST.2014.7042576},\r\n  timestamp = {Sat, 28 Feb 2015 17:45:14 +0100},\r\n  url = {http://dx.doi.org/10.1109/VAST.2014.7042576}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Topographic Bernoulli block mixture mapping for binary tables.\n \n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n Pattern Anal. Appl., 17(4): 839–847. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"TopographicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/paa/PriamNG14,\r\n  author = {Rodolphe Priam and Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Topographic Bernoulli block mixture mapping for binary tables},\r\n  journal = {Pattern Anal. Appl.},\r\n  year = {2014},\r\n  volume = {17},\r\n  pages = {839--847},\r\n  number = {4},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/paa/PriamNG14},\r\n  doi = {10.1007/s10044-014-0368-8},\r\n  timestamp = {Mon, 20 Oct 2014 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1007/s10044-014-0368-8}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation.\n \n \n \n \n\n\n \n Role, F.; and Nadif, M.\n\n\n \n\n\n\n Knowl.-Based Syst., 56: 141–155. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/kbs/RoleN14,\r\n  author = {Fran{\\c{c}}ois Role and Mohamed Nadif},\r\n  title = {Beyond cluster labeling: Semantic interpretation of clusters' contents\r\n\tusing a graph representation},\r\n  journal = {Knowl.-Based Syst.},\r\n  year = {2014},\r\n  volume = {56},\r\n  pages = {141--155},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/kbs/RoleN14},\r\n  doi = {10.1016/j.knosys.2013.11.005},\r\n  timestamp = {Tue, 04 Feb 2014 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1016/j.knosys.2013.11.005}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2013\n \n \n (4)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Precision-recall space to correct external indices for biclustering.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013, pages 136–144, 2013. \n \n\n\n\n
\n\n\n\n \n \n \"Precision-recallPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icml/HanczarN13,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Precision-recall space to correct external indices for biclustering},\r\n  booktitle = {Proceedings of the 30th International Conference on Machine Learning,\r\n\t{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},\r\n  year = {2013},\r\n  pages = {136--144},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/HanczarN13},\r\n  crossref = {DBLP:conf/icml/2013},\r\n  timestamp = {Thu, 11 Sep 2014 07:28:55 +0200},\r\n  url = {http://jmlr.org/proceedings/papers/v28/hanczar13.html}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Gaussian Topographic Co-clustering Model.\n \n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis XII - 12th International Symposium, IDA 2013, London, UK, October 17-19, 2013. Proceedings, pages 345–356, 2013. \n \n\n\n\n
\n\n\n\n \n \n \"GaussianPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ida/PriamNG13,\r\n  author = {Rodolphe Priam and Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Gaussian Topographic Co-clustering Model},\r\n  booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International\r\n\tSymposium, {IDA} 2013, London, UK, October 17-19, 2013. Proceedings},\r\n  year = {2013},\r\n  pages = {345--356},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ida/PriamNG13},\r\n  crossref = {DBLP:conf/ida/2013},\r\n  doi = {10.1007/978-3-642-41398-8_30},\r\n  timestamp = {Tue, 05 Nov 2013 17:19:41 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-41398-8_30}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n A topographical nonnegative matrix factorization algorithm.\n \n \n \n \n\n\n \n Rogovschi, N.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013, pages 1–6, 2013. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ijcnn/RogovschiLN13,\r\n  author = {Nicoleta Rogovschi and Lazhar Labiod and Mohamed Nadif},\r\n  title = {A topographical nonnegative matrix factorization algorithm},\r\n  booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}\r\n\t2013, Dallas, TX, USA, August 4-9, 2013},\r\n  year = {2013},\r\n  pages = {1--6},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ijcnn/RogovschiLN13},\r\n  crossref = {DBLP:conf/ijcnn/2013},\r\n  doi = {10.1109/IJCNN.2013.6706849},\r\n  timestamp = {Wed, 17 Jun 2015 13:44:42 +0200},\r\n  url = {http://dx.doi.org/10.1109/IJCNN.2013.6706849}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Data Leak Aware Crowdsourcing in Social Network.\n \n \n \n \n\n\n \n Amor, I. B.; Bouguettaya, A.; Ouziri, M.; Benbernou, S.; and Nadif, M.\n\n\n \n\n\n\n CoRR, abs/1305.6451. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/corr/abs-1305-6451,\r\n  author = {Iheb Ben Amor and Athman Bouguettaya and Mourad Ouziri and Salima\r\n\tBenbernou and Mohamed Nadif},\r\n  title = {Data Leak Aware Crowdsourcing in Social Network},\r\n  journal = {CoRR},\r\n  year = {2013},\r\n  volume = {abs/1305.6451},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1305-6451},\r\n  timestamp = {Mon, 03 Jun 2013 01:00:00 +0200},\r\n  url = {http://arxiv.org/abs/1305.6451}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2012\n \n \n (7)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Data Leak Aware Crowdsourcing in Social Network.\n \n \n \n \n\n\n \n Amor, I. B.; Benbernou, S.; Ouziri, M.; Nadif, M.; and Bouguettaya, A.\n\n\n \n\n\n\n In Web Information Systems Engineering - WISE 2011 and 2012 Workshops - Combined WISE 2011 and WISE 2012 Workshops, Sydney Australia, October 12-14, 2011 and Paphos, Cyprus, November 28-30, 2012, Revised Selected Papers, pages 226–236, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/wise/AmorBONB12,\r\n  author = {Iheb Ben Amor and Salima Benbernou and Mourad Ouziri and Mohamed\r\n\tNadif and Athman Bouguettaya},\r\n  title = {Data Leak Aware Crowdsourcing in Social Network},\r\n  booktitle = {Web Information Systems Engineering - {WISE} 2011 and 2012 Workshops\r\n\t- Combined {WISE} 2011 and {WISE} 2012 Workshops, Sydney Australia,\r\n\tOctober 12-14, 2011 and Paphos, Cyprus, November 28-30, 2012, Revised\r\n\tSelected Papers},\r\n  year = {2012},\r\n  pages = {226--236},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/wise/AmorBONB12},\r\n  crossref = {DBLP:conf/wise/2012-w},\r\n  doi = {10.1007/978-3-642-38333-5_23},\r\n  timestamp = {Wed, 29 May 2013 13:43:55 +0200},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-38333-5_23}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Generative Topographic Mapping and Factor Analyzers.\n \n \n \n\n\n \n Priam, R.; and Nadif, M.\n\n\n \n\n\n\n In ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 1, Vilamoura, Algarve, Portugal, 6-8 February, 2012, pages 284–287, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icpram/PriamN12,\r\n  author = {Rodolphe Priam and Mohamed Nadif},\r\n  title = {Generative Topographic Mapping and Factor Analyzers},\r\n  booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on\r\n\tPattern Recognition Applications and Methods, Volume 1, Vilamoura,\r\n\tAlgarve, Portugal, 6-8 February, 2012},\r\n  year = {2012},\r\n  pages = {284--287},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpram/PriamN12},\r\n  crossref = {DBLP:conf/icpram/2012-1},\r\n  timestamp = {Mon, 30 Apr 2012 13:56:09 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Nonlinear Mapping by Constrained Co-clustering.\n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 1, Vilamoura, Algarve, Portugal, 6-8 February, 2012, pages 63–68, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icpram/PriamNG12,\r\n  author = {Rodolphe Priam and Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Nonlinear Mapping by Constrained Co-clustering},\r\n  booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on\r\n\tPattern Recognition Applications and Methods, Volume 1, Vilamoura,\r\n\tAlgarve, Portugal, 6-8 February, 2012},\r\n  year = {2012},\r\n  pages = {63--68},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpram/PriamNG12},\r\n  crossref = {DBLP:conf/icpram/2012-1},\r\n  timestamp = {Mon, 30 Apr 2012 13:56:09 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Un Algorithme Spectral pour le Co-clustering Topographique.\n \n \n \n\n\n \n Rogovschi, N.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31 - février 2012, Bordeaux, France, pages 579–580, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/RogovschiLN12,\r\n  author = {Nicoleta Rogovschi and Lazhar Labiod and Mohamed Nadif},\r\n  title = {Un Algorithme Spectral pour le Co-clustering Topographique},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier\r\n\t31 - f{\\'{e}}vrier 2012, Bordeaux, France},\r\n  year = {2012},\r\n  pages = {579--580},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/RogovschiLN12},\r\n  crossref = {DBLP:conf/f-egc/2012},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n A spectral algorithm for topographical Co-clustering.\n \n \n \n \n\n\n \n Rogovschi, N.; Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012, pages 1–6, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ijcnn/RogovschiLN12,\r\n  author = {Nicoleta Rogovschi and Lazhar Labiod and Mohamed Nadif},\r\n  title = {A spectral algorithm for topographical Co-clustering},\r\n  booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),\r\n\tBrisbane, Australia, June 10-15, 2012},\r\n  year = {2012},\r\n  pages = {1--6},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ijcnn/RogovschiLN12},\r\n  crossref = {DBLP:conf/ijcnn/2012},\r\n  doi = {10.1109/IJCNN.2012.6252398},\r\n  timestamp = {Tue, 11 Sep 2012 10:01:32 +0200},\r\n  url = {http://dx.doi.org/10.1109/IJCNN.2012.6252398}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Classification topologique probabiliste pour des données catégorielles.\n \n \n \n \n\n\n \n Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31 - février 2012, Bordeaux, France, pages 179–188, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"ClassificationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/RogovschiN12,\r\n  author = {Nicoleta Rogovschi and Mohamed Nadif},\r\n  title = {Classification topologique probabiliste pour des donn{\\'{e}}es cat{\\'{e}}gorielles},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier\r\n\t31 - f{\\'{e}}vrier 2012, Bordeaux, France},\r\n  year = {2012},\r\n  pages = {179--188},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/RogovschiN12},\r\n  crossref = {DBLP:conf/f-egc/2012},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1001188}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Ensemble methods for biclustering tasks.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n Pattern Recognition, 45(11): 3938–3949. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"EnsemblePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/pr/HanczarN12,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Ensemble methods for biclustering tasks},\r\n  journal = {Pattern Recognition},\r\n  year = {2012},\r\n  volume = {45},\r\n  pages = {3938--3949},\r\n  number = {11},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/pr/HanczarN12},\r\n  doi = {10.1016/j.patcog.2012.04.010},\r\n  timestamp = {Thu, 21 Jun 2012 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1016/j.patcog.2012.04.010}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2011\n \n \n (10)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Different Variants of Normalized EM Algorithm for Gene Expression Data.\n \n \n \n \n\n\n \n Bouberima, W. P.; Bencheikh, Y. K.; and Nadif, M.\n\n\n \n\n\n\n In 2011 Database and Expert Systems Applications, DEXA, International Workshops, Toulouse, France, August 29 - Sept. 2, 2011, pages 418–422, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"DifferentPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/dexaw/BouberimaBN11,\r\n  author = {W. Parr Bouberima and Y. Khemal Bencheikh and Mohamed Nadif},\r\n  title = {Different Variants of Normalized {EM} Algorithm for Gene Expression\r\n\tData},\r\n  booktitle = {2011 Database and Expert Systems Applications, DEXA, International\r\n\tWorkshops, Toulouse, France, August 29 - Sept. 2, 2011},\r\n  year = {2011},\r\n  pages = {418--422},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/dexaw/BouberimaBN11},\r\n  crossref = {DBLP:conf/dexaw/2011},\r\n  doi = {10.1109/DEXA.2011.26},\r\n  timestamp = {Mon, 24 Nov 2014 16:44:22 +0100},\r\n  url = {http://dx.doi.org/10.1109/DEXA.2011.26}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Improving the Biological Relevance of Biclustering for Microarray Data in Using Ensemble Methods.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In 2011 Database and Expert Systems Applications, DEXA, International Workshops, Toulouse, France, August 29 - Sept. 2, 2011, pages 413–417, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/dexaw/HanczarN11,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Improving the Biological Relevance of Biclustering for Microarray\r\n\tData in Using Ensemble Methods},\r\n  booktitle = {2011 Database and Expert Systems Applications, DEXA, International\r\n\tWorkshops, Toulouse, France, August 29 - Sept. 2, 2011},\r\n  year = {2011},\r\n  pages = {413--417},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/dexaw/HanczarN11},\r\n  crossref = {DBLP:conf/dexaw/2011},\r\n  doi = {10.1109/DEXA.2011.44},\r\n  timestamp = {Mon, 24 Nov 2014 16:44:22 +0100},\r\n  url = {http://dx.doi.org/10.1109/DEXA.2011.44}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Co-clustering for Binary and Categorical Data with Maximum Modularity.\n \n \n \n \n\n\n \n Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011, pages 1140–1145, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Co-clusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icdm/LabiodN11,\r\n  author = {Lazhar Labiod and Mohamed Nadif},\r\n  title = {Co-clustering for Binary and Categorical Data with Maximum Modularity},\r\n  booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,\r\n\tVancouver, BC, Canada, December 11-14, 2011},\r\n  year = {2011},\r\n  pages = {1140--1145},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icdm/LabiodN11},\r\n  crossref = {DBLP:conf/icdm/2011},\r\n  doi = {10.1109/ICDM.2011.37},\r\n  timestamp = {Wed, 17 Sep 2014 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1109/ICDM.2011.37}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Co-clustering for Binary Data with Maximum Modularity.\n \n \n \n \n\n\n \n Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II, pages 700–708, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Co-clusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/iconip/LabiodN11,\r\n  author = {Lazhar Labiod and Mohamed Nadif},\r\n  title = {Co-clustering for Binary Data with Maximum Modularity},\r\n  booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}\r\n\t2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},\r\n  year = {2011},\r\n  pages = {700--708},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/iconip/LabiodN11},\r\n  crossref = {DBLP:conf/iconip/2011-2},\r\n  doi = {10.1007/978-3-642-24958-7_81},\r\n  timestamp = {Tue, 15 Nov 2011 15:20:15 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-24958-7_81}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Co-clustering under Nonnegative Matrix Tri-Factorization.\n \n \n \n \n\n\n \n Labiod, L.; and Nadif, M.\n\n\n \n\n\n\n In Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II, pages 709–717, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Co-clusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/iconip/LabiodN11a,\r\n  author = {Lazhar Labiod and Mohamed Nadif},\r\n  title = {Co-clustering under Nonnegative Matrix Tri-Factorization},\r\n  booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}\r\n\t2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},\r\n  year = {2011},\r\n  pages = {709--717},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/iconip/LabiodN11a},\r\n  crossref = {DBLP:conf/iconip/2011-2},\r\n  doi = {10.1007/978-3-642-24958-7_82},\r\n  timestamp = {Tue, 15 Nov 2011 15:20:15 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-24958-7_82}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Weighted Topological Clustering for Categorical Data.\n \n \n \n \n\n\n \n Rogovschi, N.; and Nadif, M.\n\n\n \n\n\n\n In Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part I, pages 599–607, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"WeightedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/iconip/RogovschiN11,\r\n  author = {Nicoleta Rogovschi and Mohamed Nadif},\r\n  title = {Weighted Topological Clustering for Categorical Data},\r\n  booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}\r\n\t2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {I}},\r\n  year = {2011},\r\n  pages = {599--607},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/iconip/RogovschiN11},\r\n  crossref = {DBLP:conf/iconip/2011-1},\r\n  doi = {10.1007/978-3-642-24955-6_71},\r\n  timestamp = {Tue, 15 Nov 2011 14:50:18 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-24955-6_71}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n PPMI : étude formelle d'une variante à valeurs positives de la PMI.\n \n \n \n \n\n\n \n Role, F.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29 janvier 2011, Brest, France, pages 295–296, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"PPMIPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/RoleN11,\r\n  author = {Fran{\\c{c}}ois Role and Mohamed Nadif},\r\n  title = {{PPMI} : {\\'{e}}tude formelle d'une variante {\\`{a}} valeurs positives\r\n\tde la {PMI}},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au\r\n\t29 janvier 2011, Brest, France},\r\n  year = {2011},\r\n  pages = {295--296},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/RoleN11},\r\n  crossref = {DBLP:conf/f-egc/2011},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000965}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Handling the Impact of Low Frequency Events on Co-occurrence based Measures of Word Similarity - A Case Study of Pointwise Mutual Information.\n \n \n \n\n\n \n Role, F.; and Nadif, M.\n\n\n \n\n\n\n In KDIR 2011 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Paris, France, 26-29 October, 2011, pages 226–231, 2011. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ic3k/RoleN11,\r\n  author = {Fran{\\c{c}}ois Role and Mohamed Nadif},\r\n  title = {Handling the Impact of Low Frequency Events on Co-occurrence based\r\n\tMeasures of Word Similarity - {A} Case Study of Pointwise Mutual\r\n\tInformation},\r\n  booktitle = {{KDIR} 2011 - Proceedings of the International Conference on Knowledge\r\n\tDiscovery and Information Retrieval, Paris, France, 26-29 October,\r\n\t2011},\r\n  year = {2011},\r\n  pages = {226--231},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ic3k/RoleN11},\r\n  crossref = {DBLP:conf/ic3k/2011kdir},\r\n  timestamp = {Fri, 04 May 2012 14:53:05 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Block Mixture Model for the Biclustering of Microarray Data.\n \n \n \n \n\n\n \n Saber, H. B.; Elloumi, M.; and Nadif, M.\n\n\n \n\n\n\n In 2011 Database and Expert Systems Applications, DEXA, International Workshops, Toulouse, France, August 29 - Sept. 2, 2011, pages 423–427, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"BlockPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/dexaw/SaberEN11,\r\n  author = {Haifa Ben Saber and Mourad Elloumi and Mohamed Nadif},\r\n  title = {Block Mixture Model for the Biclustering of Microarray Data},\r\n  booktitle = {2011 Database and Expert Systems Applications, DEXA, International\r\n\tWorkshops, Toulouse, France, August 29 - Sept. 2, 2011},\r\n  year = {2011},\r\n  pages = {423--427},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/dexaw/SaberEN11},\r\n  crossref = {DBLP:conf/dexaw/2011},\r\n  doi = {10.1109/DEXA.2011.17},\r\n  timestamp = {Mon, 24 Nov 2014 16:44:22 +0100},\r\n  url = {http://dx.doi.org/10.1109/DEXA.2011.17}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Using the bagging approach for biclustering of gene expression data.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n Neurocomputing, 74(10): 1595–1605. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"UsingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/ijon/HanczarN11,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Using the bagging approach for biclustering of gene expression data},\r\n  journal = {Neurocomputing},\r\n  year = {2011},\r\n  volume = {74},\r\n  pages = {1595--1605},\r\n  number = {10},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/ijon/HanczarN11},\r\n  doi = {10.1016/j.neucom.2011.01.013},\r\n  timestamp = {Wed, 27 Apr 2011 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1016/j.neucom.2011.01.013}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2010\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Visualization of Document Clusters - An Interactive Visual Tool to Browse Textual Documents.\n \n \n \n\n\n \n Allouti, F.; Nadif, M.; and Otjacques, B.\n\n\n \n\n\n\n In IMAGAPP 2010 - Proceedings of the International Conference on Imaging Theory and Applications and IVAPP 2010 - Proceedings of the International Conference on Information Visualization Theory and Applications, Angers, France, May 17 - 21, 2010, pages 157–160, 2010. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/imagapp/AlloutiNO10,\r\n  author = {Faryel Allouti and Mohamed Nadif and Beno{\\^{\\i}}t Otjacques},\r\n  title = {Visualization of Document Clusters - An Interactive Visual Tool to\r\n\tBrowse Textual Documents},\r\n  booktitle = {{IMAGAPP} 2010 - Proceedings of the International Conference on Imaging\r\n\tTheory and Applications and {IVAPP} 2010 - Proceedings of the International\r\n\tConference on Information Visualization Theory and Applications,\r\n\tAngers, France, May 17 - 21, 2010},\r\n  year = {2010},\r\n  pages = {157--160},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/imagapp/AlloutiNO10},\r\n  crossref = {DBLP:conf/imagapp/2010},\r\n  timestamp = {Wed, 05 Jan 2011 20:45:55 +0100}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Multinomial Self Organizing Maps.\n \n \n \n \n\n\n \n Allouti, F.; Nadif, M.; and Otjacques, B.\n\n\n \n\n\n\n In 10th International Conference on Intelligent Systems Design and Applications, ISDA 2010, November 29 - December 1, 2010, Cairo, Egypt, pages 621–626, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"MultinomialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/isda/AlloutiNO10,\r\n  author = {Faryel Allouti and Mohamed Nadif and Beno{\\^{\\i}}t Otjacques},\r\n  title = {Multinomial Self Organizing Maps},\r\n  booktitle = {10th International Conference on Intelligent Systems Design and Applications,\r\n\t{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},\r\n  year = {2010},\r\n  pages = {621--626},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/isda/AlloutiNO10},\r\n  crossref = {DBLP:conf/isda/2010},\r\n  doi = {10.1109/ISDA.2010.5687194},\r\n  timestamp = {Wed, 10 Dec 2014 18:26:14 +0100},\r\n  url = {http://dx.doi.org/10.1109/ISDA.2010.5687194}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Bagged Biclustering for Microarray Data.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In ECAI 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings, pages 1131–1132, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"BaggedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ecai/HanczarN10,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Bagged Biclustering for Microarray Data},\r\n  booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,\r\n\tLisbon, Portugal, August 16-20, 2010, Proceedings},\r\n  year = {2010},\r\n  pages = {1131--1132},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ecai/HanczarN10},\r\n  crossref = {DBLP:conf/ecai/2010},\r\n  doi = {10.3233/978-1-60750-606-5-1131},\r\n  timestamp = {Tue, 31 Aug 2010 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.3233/978-1-60750-606-5-1131}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Bagging for Biclustering: Application to Microarray Data.\n \n \n \n \n\n\n \n Hanczar, B.; and Nadif, M.\n\n\n \n\n\n\n In Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I, pages 490–505, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"BaggingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/pkdd/HanczarN10,\r\n  author = {Blaise Hanczar and Mohamed Nadif},\r\n  title = {Bagging for Biclustering: Application to Microarray Data},\r\n  booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,\r\n\t{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,\r\n\tPart {I}},\r\n  year = {2010},\r\n  pages = {490--505},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/pkdd/HanczarN10},\r\n  crossref = {DBLP:conf/pkdd/2010-1},\r\n  doi = {10.1007/978-3-642-15880-3_37},\r\n  timestamp = {Fri, 20 Aug 2010 08:37:44 +0200},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-15880-3_37}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Model-Based Co-clustering for Continuous Data.\n \n \n \n \n\n\n \n Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010, pages 175–180, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Model-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icmla/NadifG10,\r\n  author = {Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Model-Based Co-clustering for Continuous Data},\r\n  booktitle = {The Ninth International Conference on Machine Learning and Applications,\r\n\t{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},\r\n  year = {2010},\r\n  pages = {175--180},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icmla/NadifG10},\r\n  crossref = {DBLP:conf/icmla/2010},\r\n  doi = {10.1109/ICMLA.2010.33},\r\n  timestamp = {Thu, 06 Nov 2014 17:05:36 +0100},\r\n  url = {http://dx.doi.org/10.1109/ICMLA.2010.33}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2009\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Mixture Model and MDSDCA for Textual Data.\n \n \n \n \n\n\n \n Allouti, F.; Nadif, M.; An, L. T. H.; and Otjacques, B.\n\n\n \n\n\n\n In Cooperative Design, Visualization, and Engineering, 6th International Conference, CDVE 2009, Luxembourg, Luxembourg, September 20-23, 2009. Proceedings, pages 240–244, 2009. \n \n\n\n\n
\n\n\n\n \n \n \"MixturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/cdve/AlloutiNAO09,\r\n  author = {Faryel Allouti and Mohamed Nadif and Le Thi Hoai An and Beno{\\^{\\i}}t\r\n\tOtjacques},\r\n  title = {Mixture Model and {MDSDCA} for Textual Data},\r\n  booktitle = {Cooperative Design, Visualization, and Engineering, 6th International\r\n\tConference, {CDVE} 2009, Luxembourg, Luxembourg, September 20-23,\r\n\t2009. Proceedings},\r\n  year = {2009},\r\n  pages = {240--244},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/cdve/AlloutiNAO09},\r\n  crossref = {DBLP:conf/cdve/2009},\r\n  doi = {10.1007/978-3-642-04265-2_35},\r\n  timestamp = {Thu, 01 Oct 2009 14:50:47 +0200},\r\n  url = {http://dx.doi.org/10.1007/978-3-642-04265-2_35}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2008\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Visualisation du parcours des fichiers attachés aux messages électroniques.\n \n \n \n \n\n\n \n Allouti, F.; Nadif, M.; Otjacques, B.; and An, L. T. H.\n\n\n \n\n\n\n In Proceedings of the 20th international conference on Association Francophone d'Interaction Homme-Machine, IHM '08, Metz, France - September 02 - 05, 2008, pages 29–32, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"VisualisationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ihm/AlloutiNOA08,\r\n  author = {Faryel Allouti and Mohamed Nadif and Beno{\\^{\\i}}t Otjacques and\r\n\tLe Thi Hoai An},\r\n  title = {Visualisation du parcours des fichiers attach{\\'{e}}s aux messages\r\n\t{\\'{e}}lectroniques},\r\n  booktitle = {Proceedings of the 20th international conference on Association Francophone\r\n\td'Interaction Homme-Machine, {IHM} '08, Metz, France - September\r\n\t02 - 05, 2008},\r\n  year = {2008},\r\n  pages = {29--32},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ihm/AlloutiNOA08},\r\n  crossref = {DBLP:conf/ihm/2008},\r\n  doi = {10.1145/1512714.1512721},\r\n  timestamp = {Mon, 14 May 2012 19:06:40 +0200},\r\n  url = {http://doi.acm.org/10.1145/1512714.1512721}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Algorithms for Model-based Block Gaussian Clustering.\n \n \n \n\n\n \n Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes, pages 536–542, 2008. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/dmin/NadifG08,\r\n  author = {Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Algorithms for Model-based Block Gaussian Clustering},\r\n  booktitle = {Proceedings of The 2008 International Conference on Data Mining,\r\n\t{DMIN} 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},\r\n  year = {2008},\r\n  pages = {536--542},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/dmin/NadifG08},\r\n  crossref = {DBLP:conf/dmin/2008},\r\n  timestamp = {Wed, 28 Oct 2009 09:53:14 +0100}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n The Block Generative Topographic Mapping.\n \n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, ANNPR 2008, Paris, France, July 2-4, 2008, Proceedings, pages 13–23, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/annpr/PriamNG08,\r\n  author = {Rodolphe Priam and Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {The Block Generative Topographic Mapping},\r\n  booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,\r\n\t{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},\r\n  year = {2008},\r\n  pages = {13--23},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/annpr/PriamNG08},\r\n  crossref = {DBLP:conf/annpr/2008},\r\n  doi = {10.1007/978-3-540-69939-2_2},\r\n  timestamp = {Wed, 13 Aug 2008 09:51:02 +0200},\r\n  url = {http://dx.doi.org/10.1007/978-3-540-69939-2_2}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Binary Block GTM : Carte auto-organisatrice probabiliste pour les grands tableaux binaires.\n \n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2008), Actes des 8èmes journées Extraction et Gestion des Connaissances, Sophia-Antipolis, France, 29 janvier au 1er février 2008, 2 Volumes, pages 265–272, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"BinaryPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/PriamNG08,\r\n  author = {Rodolphe Priam and Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Binary Block {GTM} : Carte auto-organisatrice probabiliste pour les\r\n\tgrands tableaux binaires},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,\r\n\tFrance, 29 janvier au 1er f{\\'{e}}vrier 2008, 2 Volumes},\r\n  year = {2008},\r\n  pages = {265--272},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/PriamNG08},\r\n  crossref = {DBLP:conf/f-egc/2008},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000614}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Block clustering with Bernoulli mixture models: Comparison of different approaches.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n Computational Statistics & Data Analysis, 52(6): 3233–3245. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"BlockPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/csda/GovaertN08,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Block clustering with Bernoulli mixture models: Comparison of different\r\n\tapproaches},\r\n  journal = {Computational Statistics {\\&} Data Analysis},\r\n  year = {2008},\r\n  volume = {52},\r\n  pages = {3233--3245},\r\n  number = {6},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/csda/GovaertN08},\r\n  doi = {10.1016/j.csda.2007.09.007},\r\n  timestamp = {Mon, 10 Mar 2008 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1016/j.csda.2007.09.007}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2007\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Clustering and assessing the number of clusters with accelerated EM variant.\n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the First International Conference on Research Challenges in Information Science, RCIS 2007, Ouarzazate, Morocco, April 23-26, 2007, pages 379–384, 2007. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/rcis/JolloisN07,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Clustering and assessing the number of clusters with accelerated\r\n\t{EM} variant},\r\n  booktitle = {Proceedings of the First International Conference on Research Challenges\r\n\tin Information Science, {RCIS} 2007, Ouarzazate, Morocco, April 23-26,\r\n\t2007},\r\n  year = {2007},\r\n  pages = {379--384},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/rcis/JolloisN07},\r\n  crossref = {DBLP:conf/rcis/2007},\r\n  timestamp = {Wed, 02 May 2007 14:17:19 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Clustering of contingency table and mixture model.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n European Journal of Operational Research, 183(3): 1055–1066. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"ClusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/eor/GovaertN07,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Clustering of contingency table and mixture model},\r\n  journal = {European Journal of Operational Research},\r\n  year = {2007},\r\n  volume = {183},\r\n  pages = {1055--1066},\r\n  number = {3},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/eor/GovaertN07},\r\n  doi = {10.1016/j.ejor.2005.10.074},\r\n  timestamp = {Tue, 13 Jan 2009 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1016/j.ejor.2005.10.074}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Speed-up for the expectation-maximization algorithm for clustering categorical data.\n \n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n J. Global Optimization, 37(4): 513–525. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"Speed-upPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/jgo/JolloisN07,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Speed-up for the expectation-maximization algorithm for clustering\r\n\tcategorical data},\r\n  journal = {J. Global Optimization},\r\n  year = {2007},\r\n  volume = {37},\r\n  pages = {513--525},\r\n  number = {4},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/jgo/JolloisN07},\r\n  doi = {10.1007/s10898-006-9059-3},\r\n  timestamp = {Sun, 06 May 2012 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1007/s10898-006-9059-3}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2006\n \n \n (6)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Classification d'un tableau de contingence et modèle probabiliste.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2006), Actes des sixièmes journées Extraction et Gestion des Connaissances, Lille, France, 17-20 janvier 2006, 2 Volumes, pages 457–462, 2006. \n \n\n\n\n
\n\n\n\n \n \n \"ClassificationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/GovaertN06,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Classification d'un tableau de contingence et mod{\\`{e}}le probabiliste},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2006), Actes des sixi{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Lille, France,\r\n\t17-20 janvier 2006, 2 Volumes},\r\n  year = {2006},\r\n  pages = {457--462},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/GovaertN06},\r\n  crossref = {DBLP:conf/f-egc/2006},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000387}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Carte auto-organisatrice probabiliste sur données binaires.\n \n \n \n \n\n\n \n Priam, R.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2006), Actes des sixièmes journées Extraction et Gestion des Connaissances, Lille, France, 17-20 janvier 2006, 2 Volumes, pages 445–456, 2006. \n \n\n\n\n
\n\n\n\n \n \n \"CartePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/PriamN06,\r\n  author = {Rodolphe Priam and Mohamed Nadif},\r\n  title = {Carte auto-organisatrice probabiliste sur donn{\\'{e}}es binaires},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2006), Actes des sixi{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Lille, France,\r\n\t17-20 janvier 2006, 2 Volumes},\r\n  year = {2006},\r\n  pages = {445--456},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/PriamN06},\r\n  crossref = {DBLP:conf/f-egc/2006},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000386}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Probabilistic Enhanced Mapping with the Generative Tabular Model.\n \n \n \n \n\n\n \n Priam, R.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, pages 1021–1025, 2006. \n \n\n\n\n
\n\n\n\n \n \n \"ProbabilisticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/icdm/PriamN06,\r\n  author = {Rodolphe Priam and Mohamed Nadif},\r\n  title = {Probabilistic Enhanced Mapping with the Generative Tabular Model},\r\n  booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining\r\n\t{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},\r\n  year = {2006},\r\n  pages = {1021--1025},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/icdm/PriamN06},\r\n  crossref = {DBLP:conf/icdm/2006},\r\n  doi = {10.1109/ICDM.2006.128},\r\n  timestamp = {Wed, 17 Sep 2014 01:00:00 +0200},\r\n  url = {http://dx.doi.org/10.1109/ICDM.2006.128}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Pixel-Based Visualization and Density-Based Tabular Model.\n \n \n \n \n\n\n \n Priam, R.; Nadif, M.; and Jollois, F.\n\n\n \n\n\n\n In Pixelization Paradigm, First Visual Information Expert Workshop, VIEW 2006, Paris, France, April 24-25, 2006, Revised Selected Papers, pages 110–118, 2006. \n \n\n\n\n
\n\n\n\n \n \n \"Pixel-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/view/PriamNJ06,\r\n  author = {Rodolphe Priam and Mohamed Nadif and Fran{\\c{c}}ois{-}Xavier Jollois},\r\n  title = {Pixel-Based Visualization and Density-Based Tabular Model},\r\n  booktitle = {Pixelization Paradigm, First Visual Information Expert Workshop,\r\n\t{VIEW} 2006, Paris, France, April 24-25, 2006, Revised Selected Papers},\r\n  year = {2006},\r\n  pages = {110--118},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/view/PriamNJ06},\r\n  crossref = {DBLP:conf/view/2006},\r\n  doi = {10.1007/978-3-540-71027-1_10},\r\n  timestamp = {Thu, 13 Dec 2007 20:47:00 +0100},\r\n  url = {http://dx.doi.org/10.1007/978-3-540-71027-1_10}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Preface.\n \n \n \n \n\n\n \n Govaert, G.; Hähnle, R.; and Nadif, M.\n\n\n \n\n\n\n Soft Comput., 10(5): 405–405. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"PrefacePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/soco/GovaertHN06,\r\n  author = {G{\\'{e}}rard Govaert and Reiner H{\\"{a}}hnle and Mohamed Nadif},\r\n  title = {Preface},\r\n  journal = {Soft Comput.},\r\n  year = {2006},\r\n  volume = {10},\r\n  pages = {405--405},\r\n  number = {5},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/soco/GovaertHN06},\r\n  doi = {10.1007/s00500-005-0500-1},\r\n  timestamp = {Fri, 27 Jan 2006 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1007/s00500-005-0500-1}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Fuzzy clustering to estimate the parameters of block mixture models.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n Soft Comput., 10(5): 415–422. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"FuzzyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/soco/GovaertN06,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Fuzzy clustering to estimate the parameters of block mixture models},\r\n  journal = {Soft Comput.},\r\n  year = {2006},\r\n  volume = {10},\r\n  pages = {415--422},\r\n  number = {5},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/soco/GovaertN06},\r\n  doi = {10.1007/s00500-005-0502-z},\r\n  timestamp = {Fri, 27 Jan 2006 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1007/s00500-005-0502-z}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2005\n \n \n (6)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Classification d'un tableau de contingence et modèle probabiliste.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2005), Actes des cinquièmes journées Extraction et Gestion des Connaissances, Paris, France, 18-21 janvier 2005, 2 Volumes, pages 213–218, 2005. \n \n\n\n\n
\n\n\n\n \n \n \"ClassificationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/GovaertN05,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Classification d'un tableau de contingence et mod{\\`{e}}le probabiliste},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2005), Actes des cinqui{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Paris, France,\r\n\t18-21 janvier 2005, 2 Volumes},\r\n  year = {2005},\r\n  pages = {213--218},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/GovaertN05},\r\n  crossref = {DBLP:conf/f-egc/2005},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000251}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Evaluation des algorithmes LEM et eLEM pour données continues.\n \n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2005), Actes des cinquièmes journées Extraction et Gestion des Connaissances, Paris, France, 18-21 janvier 2005, 2 Volumes, pages 159–164, 2005. \n \n\n\n\n
\n\n\n\n \n \n \"EvaluationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/JolloisN05,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Evaluation des algorithmes {LEM} et eLEM pour donn{\\'{e}}es continues},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2005), Actes des cinqui{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Paris, France,\r\n\t18-21 janvier 2005, 2 Volumes},\r\n  year = {2005},\r\n  pages = {159--164},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/JolloisN05},\r\n  crossref = {DBLP:conf/f-egc/2005},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1000231}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Block clustering via the block GEM and two-way EM algorithms.\n \n \n \n \n\n\n \n Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), January 3-6, 2005, Cairo, Egypt, pages 32, 2005. \n \n\n\n\n
\n\n\n\n \n \n \"BlockPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/aiccsa/NadifG05,\r\n  author = {Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Block clustering via the block {GEM} and two-way {EM} algorithms},\r\n  booktitle = {2005 {ACS} / {IEEE} International Conference on Computer Systems\r\n\tand Applications {(AICCSA} 2005), January 3-6, 2005, Cairo, Egypt},\r\n  year = {2005},\r\n  pages = {32},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/aiccsa/NadifG05},\r\n  crossref = {DBLP:conf/aiccsa/2005},\r\n  doi = {10.1109/AICCSA.2005.1387029},\r\n  timestamp = {Tue, 25 Nov 2014 17:05:18 +0100},\r\n  url = {http://dx.doi.org/10.1109/AICCSA.2005.1387029}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Block Clustering of Contingency Table and Mixture Model.\n \n \n \n \n\n\n \n Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis VI, 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings, pages 249–259, 2005. \n \n\n\n\n
\n\n\n\n \n \n \"BlockPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/ida/NadifG05,\r\n  author = {Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {Block Clustering of Contingency Table and Mixture Model},\r\n  booktitle = {Advances in Intelligent Data Analysis VI, 6th International Symposium\r\n\ton Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September\r\n\t8-10, 2005, Proceedings},\r\n  year = {2005},\r\n  pages = {249--259},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ida/NadifG05},\r\n  crossref = {DBLP:conf/ida/2005},\r\n  doi = {10.1007/11552253_23},\r\n  timestamp = {Mon, 14 May 2007 15:41:23 +0200},\r\n  url = {http://dx.doi.org/10.1007/11552253_23}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency Table.\n \n \n \n \n\n\n \n Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, pages 609–616, 2005. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/pkdd/NadifG05,\r\n  author = {Mohamed Nadif and G{\\'{e}}rard Govaert},\r\n  title = {A Comparison Between Block {CEM} and Two-Way {CEM} Algorithms to\r\n\tCluster a Contingency Table},\r\n  booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference\r\n\ton Principles and Practice of Knowledge Discovery in Databases, Porto,\r\n\tPortugal, October 3-7, 2005, Proceedings},\r\n  year = {2005},\r\n  pages = {609--616},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/pkdd/NadifG05},\r\n  crossref = {DBLP:conf/pkdd/2005},\r\n  doi = {10.1007/11564126_64},\r\n  timestamp = {Fri, 18 Nov 2005 09:20:02 +0100},\r\n  url = {http://dx.doi.org/10.1007/11564126_64}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n An EM Algorithm for the Block Mixture Model.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n IEEE Trans. Pattern Anal. Mach. Intell., 27(4): 643–647. 2005.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/pami/GovaertN05,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {An {EM} Algorithm for the Block Mixture Model},\r\n  journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},\r\n  year = {2005},\r\n  volume = {27},\r\n  pages = {643--647},\r\n  number = {4},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/pami/GovaertN05},\r\n  doi = {10.1109/TPAMI.2005.69},\r\n  timestamp = {Mon, 01 Aug 2005 01:00:00 +0200},\r\n  url = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2005.69}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2004\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Identification de blocs homogènes sur des données continues.\n \n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2004), Actes des quatrièmes journées Extraction et Gestion des Connaissances, Clermont Ferrand, France, 20-23 janvier 2004, 2 Volumes, pages 241–246, 2004. \n \n\n\n\n
\n\n\n\n \n \n \"IdentificationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/JolloisN04,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Identification de blocs homog{\\`{e}}nes sur des donn{\\'{e}}es continues},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2004), Actes des quatri{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Clermont\r\n\tFerrand, France, 20-23 janvier 2004, 2 Volumes},\r\n  year = {2004},\r\n  pages = {241--246},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/JolloisN04},\r\n  crossref = {DBLP:conf/f-egc/2004},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1001015}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Identification of homogeneous blocks in large binary data sets.\n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, NCI 2004, February 23-25, 2004, Grindelwald, Switzerland, pages 60–65, 2004. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/nci/JolloisN04,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Identification of homogeneous blocks in large binary data sets},\r\n  booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks\r\n\tand Computational Intelligence, {NCI} 2004, February 23-25, 2004,\r\n\tGrindelwald, Switzerland},\r\n  year = {2004},\r\n  pages = {60--65},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/nci/JolloisN04},\r\n  crossref = {DBLP:conf/nci/2004},\r\n  timestamp = {Thu, 09 Nov 2006 13:47:32 +0100}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Accélération de EM pour données qualitatives : étude comparative de différentes versions.\n \n \n \n \n\n\n \n Nadif, M.; and Jollois, F.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2004), Actes des quatrièmes journées Extraction et Gestion des Connaissances, Clermont Ferrand, France, 20-23 janvier 2004, 2 Volumes, pages 253–264, 2004. \n \n\n\n\n
\n\n\n\n \n \n \"AccélérationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/NadifJ04,\r\n  author = {Mohamed Nadif and Fran{\\c{c}}ois{-}Xavier Jollois},\r\n  title = {Acc{\\'{e}}l{\\'{e}}ration de {EM} pour donn{\\'{e}}es qualitatives\r\n\t: {\\'{e}}tude comparative de diff{\\'{e}}rentes versions},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2004), Actes des quatri{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Clermont\r\n\tFerrand, France, 20-23 janvier 2004, 2 Volumes},\r\n  year = {2004},\r\n  pages = {253--264},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/NadifJ04},\r\n  crossref = {DBLP:conf/f-egc/2004},\r\n  timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},\r\n  url = {http://editions-rnti.fr/?inprocid=1001019}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2003\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Classification croisée sur des données binaires de grande taille.\n \n \n \n\n\n \n Jollois, F.; Nadif, M.; and Govaert, G.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2003), Actes des troisièmes journées Extraction et Gestion des Connaissances, Lyon, France, 22-24 janvier 2003, pages 213–218, 2003. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/JolloisNG03,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif and G{\\'{e}}rard\r\n\tGovaert},\r\n  title = {Classification crois{\\'{e}}e sur des donn{\\'{e}}es binaires de grande\r\n\ttaille},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Lyon, France,\r\n\t22-24 janvier 2003},\r\n  year = {2003},\r\n  pages = {213--218},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/JolloisNG03},\r\n  crossref = {DBLP:conf/f-egc/2003},\r\n  timestamp = {Thu, 02 Nov 2006 11:37:45 +0100}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Clustering with block mixture models.\n \n \n \n \n\n\n \n Govaert, G.; and Nadif, M.\n\n\n \n\n\n\n Pattern Recognition, 36(2): 463–473. 2003.\n \n\n\n\n
\n\n\n\n \n \n \"ClusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{DBLP:journals/pr/GovaertN03,\r\n  author = {G{\\'{e}}rard Govaert and Mohamed Nadif},\r\n  title = {Clustering with block mixture models},\r\n  journal = {Pattern Recognition},\r\n  year = {2003},\r\n  volume = {36},\r\n  pages = {463--473},\r\n  number = {2},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/journals/pr/GovaertN03},\r\n  doi = {10.1016/S0031-3203(02)00074-2},\r\n  timestamp = {Thu, 12 Feb 2004 00:00:00 +0100},\r\n  url = {http://dx.doi.org/10.1016/S0031-3203(02)00074-2}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2002\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Evaluation du nombre de classes dans un cadre bayésien.\n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2002), Actes des deuxièmes journées Extraction et Gestion des Connaissances, Montpellier, France, 21-23 janvier 2002, pages 357–362, 2002. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/JolloisN02,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Evaluation du nombre de classes dans un cadre bay{\\'{e}}sien},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2002), Actes des deuxi{\\`{e}}mes\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Montpellier,\r\n\tFrance, 21-23 janvier 2002},\r\n  year = {2002},\r\n  pages = {357--362},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/JolloisN02},\r\n  crossref = {DBLP:conf/f-egc/2002},\r\n  timestamp = {Thu, 05 Oct 2006 07:43:37 +0200}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Clustering Large Categorical Data.\n \n \n \n \n\n\n \n Jollois, F.; and Nadif, M.\n\n\n \n\n\n\n In Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings, pages 257–263, 2002. \n \n\n\n\n
\n\n\n\n \n \n \"ClusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/pakdd/JolloisN02,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif},\r\n  title = {Clustering Large Categorical Data},\r\n  booktitle = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia\r\n\tConference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},\r\n  year = {2002},\r\n  pages = {257--263},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/pakdd/JolloisN02},\r\n  crossref = {DBLP:conf/pakdd/2002},\r\n  doi = {10.1007/3-540-47887-6_25},\r\n  timestamp = {Mon, 14 May 2012 09:20:40 +0200},\r\n  url = {http://dx.doi.org/10.1007/3-540-47887-6_25}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2001\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Classification de données qualitatives.\n \n \n \n\n\n \n Jollois, F.; Nadif, M.; and Marchetti, F.\n\n\n \n\n\n\n In Extraction et gestion des connaissances (EGC'2001), Actes des premières journées Extraction et Gestion des Connaissances, Nantes, France, 17-19 janvier 2001, pages 369, 2001. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{DBLP:conf/f-egc/JolloisNM01,\r\n  author = {Fran{\\c{c}}ois{-}Xavier Jollois and Mohamed Nadif and Franck Marchetti},\r\n  title = {Classification de donn{\\'{e}}es qualitatives},\r\n  booktitle = {Extraction et gestion des connaissances (EGC'2001), Actes des premi{\\`{e}}res\r\n\tjourn{\\'{e}}es Extraction et Gestion des Connaissances, Nantes, France,\r\n\t17-19 janvier 2001},\r\n  year = {2001},\r\n  pages = {369},\r\n  bibsource = {dblp computer science bibliography, http://dblp.org},\r\n  biburl = {http://dblp.uni-trier.de/rec/bib/conf/f-egc/JolloisNM01},\r\n  crossref = {DBLP:conf/f-egc/2001},\r\n  timestamp = {Thu, 02 Nov 2006 11:37:51 +0100}\r\n}\r\n\r\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n\n\n\n
\n\n\n \n\n \n \n \n \n\n
\n"}; document.write(bibbase_data.data);