Scalable pattern recognition algorithms: applications in computational bioloby and bioinformatics / Pradipta Maji

Por: Maji, PradiptaTipo de material: TextoTextoEditor: West Bengal, Springer, 2014Descripción: xvi,,304 páginas: ilustracionesTipo de contenido: text Tipo de medio: unmediate Tipo de portador: volumeISBN: 9783319056296Tema(s): CIENCIA DE LA COMPUTACION -- RECONOCIMIENTO DE MODELOS | CIENCIA DE LA COMPUTACION -- INTELIGENCIA ARTIFICIALClasificación CDD: 006.4
Contenidos:
1.- Introduction to pattern recognition and bioinformatics -- Part I.- Classification 2.- Neural network tree for identification of splice junction and protein coding region DNA -- 3.- Design of string kernel too predict protein functional sites using kernel-based classifiers.- Part III.- 4.- Rough sets for selection of molecular descriptors to predict biological activity of molecules -- 5.- f-information measures for selection o discriminative genes from microarray data -- 6.- Identification of disease genes using genes expression and protein-protein interaction data -- 7.- Rough sets for insilico identification of differentially.- Part III.- Clustering.- 8.- Grouping functionally similar genes from microarray data using rough-fuzzy clustering -- 9.- Mutual information based supervised attribute clustering microarray sample classification -- 10.- Possibilistic biclustering for discovering value-coherent overlapping b-biclusters -- 11.- Fuzzy measures and weighted co-occurrence matrix for segmentation of brain MR images.-
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1.- Introduction to pattern recognition and bioinformatics -- Part I.- Classification
2.- Neural network tree for identification of splice junction and protein coding region DNA -- 3.- Design of string kernel too predict protein functional sites using kernel-based classifiers.-
Part III.-
4.- Rough sets for selection of molecular descriptors to predict biological activity of molecules -- 5.- f-information measures for selection o discriminative genes from microarray data -- 6.- Identification of disease genes using genes expression and protein-protein interaction data -- 7.- Rough sets for insilico identification of differentially.-
Part III.- Clustering.-
8.- Grouping functionally similar genes from microarray data using rough-fuzzy clustering -- 9.- Mutual information based supervised attribute clustering microarray sample classification -- 10.- Possibilistic biclustering for discovering value-coherent overlapping b-biclusters -- 11.- Fuzzy measures and weighted co-occurrence matrix for segmentation of brain MR images.-