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Integration De Donnees Biologiques
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Book Synopsis Intégration de données biologiques by : Christine Froidevaux
Download or read book Intégration de données biologiques written by Christine Froidevaux and published by ISTE Group. This book was released on 2022-07-01 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: L’étude des données biologiques connaît constamment de profonds changements. Le volume des données a d’abord considérablement augmenté en raison des nouvelles techniques haut débit pour les expériences. Puis, les progrès remarquables tant des méthodes d’analyses informatiques et statistiques que des infrastructures ont rendu possible le traitement de ces données volumineuses. L’enjeu qui en résulte est de pouvoir intégrer ces données, c’est-à-dire d’en exploiter la complémentarité dans l’espoir de faire avancer les connaissances. L’intégration des données pour une analyse la plus exhaustive possible constitue ainsi un des défis majeurs de la biologie. Intégration de données biologiques traite de façon pédagogique des travaux de recherche dans la science des données biologiques, il examine les approches informatiques pour l’intégration des données puis les approches statistiques pour l’intégration des données omiques.
Book Synopsis Data Integration in the Life Sciences by : Patrick Lambrix
Download or read book Data Integration in the Life Sciences written by Patrick Lambrix and published by Springer Science & Business Media. This book was released on 2010-08-11 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development and increasingly widespread deployment of high-throughput experimental methods in the life sciences is giving rise to numerous large, c- plex and valuable data resources. This foundation of experimental data und- pins the systematic study of organismsand diseases, which increasinglydepends on the development of models of biological systems. The development of these models often requires integration of diverse experimental data resources; once constructed, the models themselves become data and present new integration challenges for tasks such as interpretation, validation and comparison. The Data Integration in the Life Sciences (DILS) Conference series brings together data and knowledge management researchers from the computer s- ence research community with bioinformaticians and computational biologists, to improve the understanding of how emerging data integration techniques can address requirements identi?ed in the life sciences. DILS 2010 was the seventh event in the series and was held in Goth- burg, Sweden during August 25–27, 2010. The associated proceedings contain 14 peer-reviewed papers and 2 invited papers. The sessions addressed ontology engineering, and in particular, evolution, matching and debugging of ontologies, akeycomponentforsemanticintegration;Web servicesasanimportanttechn- ogy for data integration in the life sciences; data and text mining techniques for discovering and recognizing biomedical entities and relationships between these entities; and information management, introducing data integration solutions for di?erent types of applications related to cancer, systems biology and - croarray experimental data, and an approach for integrating ranked data in the life sciences.
Book Synopsis Biological Data Integration by : Christine Froidevaux
Download or read book Biological Data Integration written by Christine Froidevaux and published by John Wiley & Sons. This book was released on 2023-12-07 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Data Integration in the Life Sciences by : Bertram Ludäscher
Download or read book Data Integration in the Life Sciences written by Bertram Ludäscher and published by Springer Science & Business Media. This book was released on 2005-07-08 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Workshop on Data Integration in the Life Sciences, DILS 2005, held in San Diego, CA, USA in July 2005. The 20 revised full papers presented together with 8 revised posters and demonstration papers, 2 keynote articles and 5 invited position statements were carefully reviewed and selected from 50 initial submissions. The papers are organized in topical sections on user applications, ontologies, data integration, and others and address all current issues in data integration from the life science point of view.
Book Synopsis Data Integration in the Life Sciences by : Sarah Cohen-Boulakia
Download or read book Data Integration in the Life Sciences written by Sarah Cohen-Boulakia and published by Springer. This book was released on 2007-06-30 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop on Data Integration in the Life Sciences, DILS 2007, held in Philadelphia, PA, USA in July 2007. It covers new architectures and experience on using systems, managing and designing scientific workflows, mapping and matching techniques, modeling of life science data, and annotation in data integration.
Book Synopsis Data Integration in the Life Sciences by : Erhard Rahm
Download or read book Data Integration in the Life Sciences written by Erhard Rahm and published by Springer. This book was released on 2004-02-27 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Workshop on Data Integration in the Life Sciences, DILS 2004, held in Leipzig, Germany, in March 2004. The 13 revised full papers and 2 revised short papers presented were carefully reviewed and selected from many submissions. The papers are organized in topical sections on scientific and clinical workflows, ontologies and taxonomies, indexing and clustering, integration tools and systems, and integration techniques.
Book Synopsis Data Integration in the Life Sciences by : Sarah Cohen-Boulakia
Download or read book Data Integration in the Life Sciences written by Sarah Cohen-Boulakia and published by Springer Science & Business Media. This book was released on 2008-06-11 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Data Integration in the Life Sciences, DILS 2008, held in Evry, France in June 2008. The 18 revised full papers presented together with 3 keynote talks and a tutorial paper were carefully reviewed and selected from 54 submissions. The papers adress all current issues in data integration and data management from the life science point of view and are organized in topical sections on Semantic Web for the life sciences, designing and evaluating architectures to integrate biological data, new architectures and experience on using systems, systems using technologies from the Semantic Web for the life sciences, mining integrated biological data, and new features of major resources for biomolecular data.
Book Synopsis Data Integration in the Life Sciences by : Amos Bairoch
Download or read book Data Integration in the Life Sciences written by Amos Bairoch and published by Springer. This book was released on 2008-06-17 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: For several years now, there has been an exponential growth of the amount of life science data (e. g. , sequenced complete genomes, 3D structures, DNA chips, mass spectroscopy data), most of which are generated by high-throughput - periments. This exponentialcorpusof data is storedand made availablethrough a large number of databases and resources over the Web, but unfortunately still with a high degreeof semantic heterogeneity and varying levels of quality. These data must be combined together and processed by bioinformatics tools deployed on powerful and e?cient platforms to permit the uncovering of patterns, s- ilarities and in general to help in the process of discovery. Analyzing complex, voluminous, and heterogeneous data and guiding the analysis of data are thus of paramount importance and necessitate the involvement of data integration techniques. DILS 2008 was the ?fth in a workshop series that aims at fostering disc- sion, exchange, and innovation in research and development in the area of data integration for the life sciences. Each previous DILS workshop attracted around 100 researchers from all over the world and saw an increase of submitted - pers over the preceding one. This year was not an exception and the number of submitted papers increased to 54. The ProgramCommittee selected 18 of them. The selected papers cover a wide spectrum of theoretical and practical issues including data annotation, Semantic Web for the life sciences, and data mining on integrated biological data.
Book Synopsis Data Integration in the Life Sciences by : Christopher J.O. Baker
Download or read book Data Integration in the Life Sciences written by Christopher J.O. Baker and published by Springer. This book was released on 2013-06-22 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Data Integration in the Life Sciences, DILS 2013, held in Montreal, QC, Canada, in July 2013. The 10 revised papers included in this volume were carefully reviewed and selected from 23 submissions. The papers cover a range of important topics such as algorithms for ontology matching, interoperable frameworks for text mining using semantic web services, pipelines for genome-wide functional annotation, automation of pipelines providing data discovery and access to distributed resources, knowledge-driven querying-answer systems, prizms, nanopublications, electronic health records and linked data.
Book Synopsis Data Integration in the Life Sciences by : Sören Auer
Download or read book Data Integration in the Life Sciences written by Sören Auer and published by Springer. This book was released on 2018-12-29 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 13th International Conference on Data Integration in the Life Sciences, DILS 2018, held in Hannover, Germany, in November 2018. The 5 full, 8 short, 3 poster and 4 demo papers presented in this volume were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections named: big biomedical data integration and management; data exploration in the life sciences; biomedical data analytics; and big biomedical applications.
Book Synopsis Data Integration in the Life Sciences by : Patrick Lambrix
Download or read book Data Integration in the Life Sciences written by Patrick Lambrix and published by Springer. This book was released on 2010-08-19 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development and increasingly widespread deployment of high-throughput experimental methods in the life sciences is giving rise to numerous large, c- plex and valuable data resources. This foundation of experimental data und- pins the systematic study of organismsand diseases, which increasinglydepends on the development of models of biological systems. The development of these models often requires integration of diverse experimental data resources; once constructed, the models themselves become data and present new integration challenges for tasks such as interpretation, validation and comparison. The Data Integration in the Life Sciences (DILS) Conference series brings together data and knowledge management researchers from the computer s- ence research community with bioinformaticians and computational biologists, to improve the understanding of how emerging data integration techniques can address requirements identi?ed in the life sciences. DILS 2010 was the seventh event in the series and was held in Goth- burg, Sweden during August 25–27, 2010. The associated proceedings contain 14 peer-reviewed papers and 2 invited papers. The sessions addressed ontology engineering, and in particular, evolution, matching and debugging of ontologies, akeycomponentforsemanticintegration;Web servicesasanimportanttechn- ogy for data integration in the life sciences; data and text mining techniques for discovering and recognizing biomedical entities and relationships between these entities; and information management, introducing data integration solutions for di?erent types of applications related to cancer, systems biology and - croarray experimental data, and an approach for integrating ranked data in the life sciences.
Book Synopsis Data Integration in the Life Sciences by : Ulf Leser
Download or read book Data Integration in the Life Sciences written by Ulf Leser and published by Springer Science & Business Media. This book was released on 2006-07-06 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Data Integration in the Life Sciences, DILS 2006, held in Hinxton, UK in July 2006. Presents 19 revised full papers and 4 revised short papers together with 2 keynote talks, addressing current issues in data integration from the life science point of view. The papers are organized in topical sections on data integration, text mining, systems, and workflow.
Book Synopsis Data Integration in the Life Sciences by : Olivier Bodenreider
Download or read book Data Integration in the Life Sciences written by Olivier Bodenreider and published by Springer. This book was released on 2012-06-22 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Data Integration in the Life Sciences, DILS 2012, held in College Park, MD, USA, on June 28-29, 2012. The 11 revised papers included in this volume were carefully reviewed and selected. The papers cover the following topics: foundations of data integration, new paradigms for data integration, and integrating clinical data.
Book Synopsis Data Integration in the Life Sciences by : Naveen Ashish
Download or read book Data Integration in the Life Sciences written by Naveen Ashish and published by Springer. This book was released on 2015-07-07 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 11th International Conference on Data Integration in the Life Sciences, DILS 2015, held in Los Angeles, CA, USA, in July 2015. The 24 papers presented in this volume were carefully reviewed and selected from 40 submissions. They are organized in topical sections named: data integration technologies; ontology and knowledge engineering for data integration; biomedical data standards and coding; medical research applications; and graduate student consortium.
Book Synopsis Data Integration in the Life Sciences by : Helena Galhardas
Download or read book Data Integration in the Life Sciences written by Helena Galhardas and published by Springer. This book was released on 2014-07-05 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Data Integration in the Life Sciences, DILS 2014, held in Lisbon, Portugal, in July 2014. The 9 revised full papers and the 5 short papers included in this volume were carefully reviewed and selected from 20 submissions. The papers cover a range of important topics such as data integration platforms and applications; biodiversity data management; ontologies and visualization; linked data and query processing.
Book Synopsis Data Integration in the Life Sciences by : Norman W. Paton
Download or read book Data Integration in the Life Sciences written by Norman W. Paton and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data integration in the life sciences continues to be important but challe- ing. The ongoing development of new experimental methods gives rise to an increasingly wide range of data sets, which in turn must be combined to allow more integrative views of biological systems. Indeed, the growing prominence of systems biology, where mathematical models characterize behaviors observed in experiments of di?erent types, emphasizes the importance of data integration to the life sciences. In this context, the representation of models of biological behavior as data in turn gives rise to challenges relating to provenance, data quality, annotation, etc., all of which are associated with signi?cant research activities within computer science. The Data Integration in the Life Sciences (DILS) Workshop Series brings together data and knowledge management researchers from the computer s- ence research community with bioinformaticians and computational biologists, to improve the understanding of how emerging data integration techniques can address requirements identi?ed in the life sciences.
Book Synopsis Intégration de données biologiques by : Sarah Cohen-Boulakia
Download or read book Intégration de données biologiques written by Sarah Cohen-Boulakia and published by . This book was released on 2005 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nos travaux de recherche s'inscrivent dans le cadre général de l'intégration d'informations biologiques visant à développer des solutions pour offrir un accès uniforme à des bases de données multiples et hétérogènes. Les données biologiques sont fortement distribuées sur le Web (419 sources en 2005). Elles évoluent rapidement, reposent souvent sur des observations expérimentales et des expertises et sont donc très variées et complémentaires. Pour interpréter leurs résultats expérimentaux, les biologistes doivent donc fréquemment intégrer leurs données avec celles des sources publiques. Ils doivent alors sélectionner les sources et les outils à utiliser. La diversité des sources rend cette tâche complexe à effectuer manuellement.Nos travaux sont fondés sur une collaboration étroite avec des biologistes de différents domaines. Nous avons conduit une étude approfondie de leurs besoins d'où il ressort qu'ils ont des préférences sur les sources à interroger et que le processus d'interrogation -- la stratégie suivie -- diffère d'un biologiste à l'autre.En réponse à ces besoins, nous introduisons d'abord un cadre pour une médiation coopérative proposant notamment à l'utilisateur de caractériser les sources qu'il souhaite exploiter pour sa requête. Nous proposons ensuite deux modules d'aide à la sélection de sources : DSS puis BioGuide (http://www.lri.fr/~cohen/bioguide/bioguide.html) qui généralise ce dernier. BioGuide offre un support dans le processus d'interrogation en aidant le biologiste à choisir des sources et des outils pertinents, trouver des informations complémentaires et gérer les données divergentes en respectant ses préférences et en suivant sa stratégie.
