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Record Nr. |
UNISALENTO991003522989707536 |
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Autore |
Zhou, Xiaobo |
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Titolo |
Computational systems bioinformatics : methods and biomedical applications / by Xiaobo Zhou and Stephen T.C. Wong |
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Pubbl/distr/stampa |
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[Hackensack, N.J.] : World Scientific Pub., 2008 |
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ISBN |
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9789812707048 (hardcover) |
9812707042 (hardcover) |
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Descrizione fisica |
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x, 387 p. : ill. (some col.), diagrs., graphs, tables ; 23 cm |
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Classificazione |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Computational biology |
DNA microarrays |
Bioinformatics |
Computational Biology - Methods |
Microarray Analysis - Methods |
Oligonucleotide Array Sequence Analysis - Methods |
Statistics - Methods |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index |
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Nota di contenuto |
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Mathematical, statistical, and data mining principles -- Missing value estimation using KNN and Bayesian methods -- Normalization, scaling, and discretization -- Cross-platform comparison -- Discovering differential biomarkers -- Gene selection and classification -- Gene clustering -- Gene prediction |
Reverse engineering : gene regulatory network construction and its behavior -- Motif detection and transcription factor binding site (TFBS) identification -- Gene interaction based on combined microarray and sequence technology -- Protein structure informatics -- Biomarker discovery from proteomics -- Bio-imaging informatics |
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