Bellot P. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data Salembier P. 2017 . (2.73 MB) |
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Bosio M. Hierarchical information representation and efficient classification of gene expression microarray data Salembier P, Oliveras A. TSC. 2014 ;PhD Thesis:150. (2.76 MB) |
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Bosio M, Salembier P, Oliveras A, Bellot P. Ensemble learning and hierarchical data representation for microarray classification. In: 13th IEEE International Conference on BioInformatics and BioEngineering BIBE. 13th IEEE International Conference on BioInformatics and BioEngineering BIBE. Chania, Crete: 13th IEEE International Conference on BioInformatics and BioEngineering,; 2013. (241.56 KB) |
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Bosio M, Salembier P, Bellot P, Oliveras A. Hierarchical Clustering Combining Numerical and Biological Similarities for Gene Expression Data Classification. In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) . 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13) . Osaka, Japan: IEEE EMBS; 2013. (435.72 KB) |
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Bosio M, Bellot P, Salembier P, Oliveras A. Multiclass cancer microarray classification algorithm with Pair-Against-All redundancy. In: The 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS’12). The 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS’12). Washington, DC, USA; 2012. |
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Bosio M, Bellot P, Salembier P, Oliveras A. Microarray classification with hierarchical data representation and novel feature selection criteria. In: IEEE 12th International Conference on BioInformatics and BioEngineering. IEEE 12th International Conference on BioInformatics and BioEngineering. Larnaca, Cyprus; 2012. (513.59 KB) |
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Bosio M, Bellot P, Salembier P, Oliveras A. Gene Expression Data Classification Combining Hierarchical Representation and Efficient Feature Selection. Journal of Biological Systems. 2012 ;20:349-375. (711.35 KB) |
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Bosio M, Bellot P, Salembier P, Oliveras A. Feature set enhancement via hierarchical clustering for microarray classification. In: IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2011. IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2011. ; 2011. pp. 226 -229. (254.44 KB) |
