Biological data integration Infodoc

Accueil

Adresse

Infodoc : Réseau des bibliothèques et centres de documentation d'AgroParisTech

France

contact

Array
(
    [TITRE] => <b>Type de document : </b>
    [TITRE_CLEAN] => Type de document
    [OPAC_SHOW] => 1
    [TYPE] => list
    [AFF] => Livre
    [ID] => 4
    [NAME] => cp_typdoc
    [DATATYPE] => integer
    [VALUES] => Array
        (
            [0] => 5
        )

)

Titre :	Biological data integration : computer and statistical approaches Ajouter au panier
Auteur(s) :	Christine Froidevaux, Coordinateur Marie-Laure Martin-Magniette, Coordinateur Guillem Rigaill, Coordinateur
Type de document :	Livre
Sujets :	Bases de données ; Biologie -- Informatique
Résumé :	The study of biological data is constantly undergoing profound changes. Firstly, the volume of data available has increased considerably due to new high throughput techniques used for experiments. Secondly, the remarkable progress in both computational and statistical analysis methods and infrastructures has made it possible to process these voluminous data. The resulting challenge concerns our ability to integrate these data, i.e. to use their complementary nature effectively in the hope of advancing our knowledge. Therefore, a major challenge in studying biology today is integrating data for the most exhaustive analysis possible. Biological Data Integration deals in a pedagogical way with research work in biological data science, examining both computational approaches to data in[...] The study of biological data is constantly undergoing profound changes. Firstly, the volume of data available has increased considerably due to new high throughput techniques used for experiments. Secondly, the remarkable progress in both computational and statistical analysis methods and infrastructures has made it possible to process these voluminous data. The resulting challenge concerns our ability to integrate these data, i.e. to use their complementary nature effectively in the hope of advancing our knowledge. Therefore, a major challenge in studying biology today is integrating data for the most exhaustive analysis possible. Biological Data Integration deals in a pedagogical way with research work in biological data science, examining both computational approaches to data integration and statistical approaches to the integration of omics data.
Editeur(s) :	Londres : Iste éditions
Date de publication :	2023
Collection :	Sciences
Format :	1 vol. (ix-257 p.) / ill. / 25 cm
Table des matières :	Part 1. Knowledge Integration. 1. Clinical Data Warehouses, Maxime Wack and Bastien Rance. 2. Semantic Web Methods for Data Integration in Life Sciences, Olivier Dameron. 3. Workflows for Bioinformatics Data Integration, Sarah Cohen-Boulakia and Frédéric Lemoine. Part 2. Integration and Statistics. 4. Variable Selection in the General Linear Model: Application to Multiomic Approaches for the Study of Seed Quality, Céline Lévy-Leduc, Marie Perrot-Do[...] Part 1. Knowledge Integration. 1. Clinical Data Warehouses, Maxime Wack and Bastien Rance. 2. Semantic Web Methods for Data Integration in Life Sciences, Olivier Dameron. 3. Workflows for Bioinformatics Data Integration, Sarah Cohen-Boulakia and Frédéric Lemoine. Part 2. Integration and Statistics. 4. Variable Selection in the General Linear Model: Application to Multiomic Approaches for the Study of Seed Quality, Céline Lévy-Leduc, Marie Perrot-Dockès, Gwendal Cueff, and Loïc Rajjou. 5. Structured Compression of Genetic Information and Genome-Wide Association Study by Additive Models, Florent Guinot, Marie Szafranski, and Christophe Ambroise. 6. Kernels for Omics, Jérôme Mariette and Nathalie Vialaneix. 7. Multivariate Models for Data Integration and Biomarker Selection in ‘Omics Data, Sébastien Déjean and Kim-Anh Lê Cao.
Langue(s) :	Anglais
Identifiant :	978-1-78945-030-9
Lien vers la notice :	https://infodoc.agroparistech.fr/index.php?lvl=notice_display&id=223294

Réserver

Exemplaires (1)

Localisation	Emplacement	Pôle	Section	Cote	Support	Disponibilité
Palaiseau		Blanc	JK Informatique	JK3 FRO	Papier	Empruntable Disponible

Infodoc : Réseau des bibliothèques et centres de documentation d'AgroParisTech

Infodoc : Sciences, Techniques et Culture

Accueil

Sélection de la langue

Adresse

Exemplaires (1)

Se connecter