Steps Toward Large Scale Data Integration In The Sciences

Author : National Research Council,Policy and Global Affairs,Division on Engineering and Physical Sciences,Committee on Applied and Theoretical Statistics
Publisher : National Academies Press
Page : 58 pages
File Size : 52,6 Mb
Release : 2010-08-01
Category : Medical
ISBN : 9780309154420

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Steps Toward Large-Scale Data Integration in the Sciences by National Research Council,Policy and Global Affairs,Division on Engineering and Physical Sciences,Committee on Applied and Theoretical Statistics Pdf

Steps Toward Large-Scale Data Integration in the Sciences summarizes a National Research Council (NRC) workshop to identify some of the major challenges that hinder large-scale data integration in the sciences and some of the technologies that could lead to solutions. The workshop was held August 19-20, 2009, in Washington, D.C. The workshop examined a collection of scientific research domains, with application experts explaining the issues in their disciplines and current best practices. This approach allowed the participants to gain insights about both commonalities and differences in the data integration challenges facing the various communities. In addition to hearing from research domain experts, the workshop also featured experts working on the cutting edge of techniques for handling data integration problems. This provided participants with insights on the current state of the art. The goals were to identify areas in which the emerging needs of research communities are not being addressed and to point to opportunities for addressing these needs through closer engagement between the affected communities and cutting-edge computer science.

Author : Mukesh Verma,Debmalya Barh
Publisher : Academic Press
Page : 344 pages
File Size : 40,6 Mb
Release : 2016-12-22
Category : Medical
ISBN : 9780128095027

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Progress and Challenges in Precision Medicine by Mukesh Verma,Debmalya Barh Pdf

Progress and Challenges in Precision Medicine presents an insightful overview to the myriad factors of personalized and precision medicine. The availability of the human genome, large amounts of data on individual genetic variations, environmental interactions, influence of lifestyle, and cutting-edge tools and technologies for big-data analysis have led to the age of personalized and precision medicine. Bringing together a global range of experts on precision medicine, this book collects previously scattered information into one concise volume which covers the most important developments so far in precision medicine and also suggests the most likely avenues for future development. The book includes clinical information, informatics, public policy implications, and information on case studies. It is a useful reference and background work for students, researchers, and clinicians working in the biomedical and medical fields, as well as policymakers in the health sciences. Provides an overview of the growing field of precision medicine Contains chapters from geographically diverse experts in their field Explores important aspects of precision medicine, including applications, ethics, and development

Author : Dimitris Kotzinos,Dominique Laurent,Nicolas Spyratos,Yuzuru Tanaka,Rin-ichiro Taniguchi
Publisher : Springer Nature
Page : 135 pages
File Size : 54,9 Mb
Release : 2019-08-23
Category : Computers
ISBN : 9783030302849

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Information Search, Integration, and Personalization by Dimitris Kotzinos,Dominique Laurent,Nicolas Spyratos,Yuzuru Tanaka,Rin-ichiro Taniguchi Pdf

This book constitutes the revised selected papers of the 12th International Workshop on Information Search, Integration and Personalization, ISIP 2018, held in Fukuoka, Japan, in May 2018. The volume presents 1 invited paper as well as 7 revised full papers, which were carefully reviewed and selected from 13 papers submitted to these post-conference proceedings. The papers are organized in topical sections on data integration; text and document management; advanced data mining techniques.

Author : Enrico Capobianco,Pietro Lio’,Yuguang Wang,Jingjing You,Chris Hodge,Zhe He
Publisher : Frontiers Media SA
Page : 246 pages
File Size : 41,9 Mb
Release : 2023-08-23
Category : Science
ISBN : 9782832532638

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Implementation of AI and machine learning technologies in medicine by Enrico Capobianco,Pietro Lio’,Yuguang Wang,Jingjing You,Chris Hodge,Zhe He Pdf

Author : Sarah Cohen-Boulakia,Val Tannen
Publisher : Springer
Page : 284 pages
File Size : 51,8 Mb
Release : 2007-06-30
Category : Computers
ISBN : 9783540732556

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Data Integration in the Life Sciences by Sarah Cohen-Boulakia,Val Tannen Pdf

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.

Author : Amos Bairoch,Sarah Cohen-Boulakia,Christine Froidevaux
Publisher : Springer
Page : 209 pages
File Size : 42,5 Mb
Release : 2008-06-17
Category : Medical
ISBN : 9783540698289

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Data Integration in the Life Sciences by Amos Bairoch,Sarah Cohen-Boulakia,Christine Froidevaux Pdf

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.

Author : Norman W. Paton,Paolo Missier,Cornelia Hedeler
Publisher : Springer Science & Business Media
Page : 230 pages
File Size : 48,5 Mb
Release : 2009-07-21
Category : Medical
ISBN : 9783642028793

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Data Integration in the Life Sciences by Norman W. Paton,Paolo Missier,Cornelia Hedeler Pdf

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.

Author : Sacha Baginsky,Alisdair R. Fernie
Publisher : Springer Science & Business Media
Page : 358 pages
File Size : 45,5 Mb
Release : 2007-06-25
Category : Science
ISBN : 9783764374396

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Plant Systems Biology by Sacha Baginsky,Alisdair R. Fernie Pdf

This volume aims to provide a timely view of the state-of-the-art in systems biology. The editors take the opportunity to define systems biology as they and the contributing authors see it, and this will lay the groundwork for future studies. The volume is well-suited to both students and researchers interested in the methods of systems biology. Although the focus is on plant systems biology, the proposed material could be suitably applied to any organism.

Author : Arun K. Somani,Ganesh Chandra Deka
Publisher : CRC Press
Page : 484 pages
File Size : 46,7 Mb
Release : 2017-10-30
Category : Computers
ISBN : 9781315391243

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Big Data Analytics by Arun K. Somani,Ganesh Chandra Deka Pdf

The proposed book will discuss various aspects of big data Analytics. It will deliberate upon the tools, technology, applications, use cases and research directions in the field. Chapters would be contributed by researchers, scientist and practitioners from various reputed universities and organizations for the benefit of readers.

Author : Erhard Rahm
Publisher : Springer Science & Business Media
Page : 230 pages
File Size : 41,8 Mb
Release : 2004-03-18
Category : Computers
ISBN : 9783540213000

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Data Integration in the Life Sciences by Erhard Rahm Pdf

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.

Author : Kathleen Mastrian,Dee McGonigle
Publisher : Jones & Bartlett Learning
Page : 488 pages
File Size : 45,7 Mb
Release : 2019-12-19
Category : Medical
ISBN : 9781284182095

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Informatics for Health Professionals by Kathleen Mastrian,Dee McGonigle Pdf

Informatics for Health Professionals is an excellent resource to provide healthcare students and professionals with the foundational knowledge to integrate informatics principles into practice.

Author : Abdelkader Hameurlain,Josef Küng,Roland Wagner,Barbara Catania,Giovanna Guerrini,Themis Palpanas,Jaroslav Pokorný,Athena Vakali
Publisher : Springer
Page : 125 pages
File Size : 43,5 Mb
Release : 2014-12-11
Category : Computers
ISBN : 9783662457610

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Transactions on Large-Scale Data- and Knowledge-Centered Systems XV by Abdelkader Hameurlain,Josef Küng,Roland Wagner,Barbara Catania,Giovanna Guerrini,Themis Palpanas,Jaroslav Pokorný,Athena Vakali Pdf

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This special issue contains extended and revised versions of 4 papers, selected from the 25 papers presented at the satellite events associated with the 17th East-European Conference on Advances in Databases and Information Systems (ADBIS 2013), held on September 1-4, 2013 in Genoa, Italy. The three satellite events were GID 2013, the Second International Workshop on GPUs in Databases; SoBI 2013, the First International Workshop on Social Business Intelligence: Integrating Social Content in Decision Making; and OAIS 2013, the Second International Workshop on Ontologies Meet Advanced Information Systems. The papers cover various topics in large-scale data and knowledge-centered systems, including GPU-accelerated database systems and GPU-based compression for large time series databases, design of parallel data warehouses, and schema matching. The special issue content, which combines both theoretical and application-based contributions, gives a useful overview of some of the current trends in large-scale data and knowledge management and will stimulate new ideas for further research and development within both the scientific and industrial communities.

Author : D. Lansing Taylor
Publisher : Springer Science & Business Media
Page : 437 pages
File Size : 41,8 Mb
Release : 2008-02-04
Category : Science
ISBN : 9781597452175

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High Content Screening by D. Lansing Taylor Pdf

There has always been some tension between proponents of hypothesis-driven and discovery-driven research in the broad field of life sciences. Academic research has been primarily focused on hypothesis-driven research. However, the success of the human genome project, a discovery-driven research approach, has opened the door to adding other types of discovery-driven research to a continuum of research approaches. In contrast, drug discovery research in the pharmaceutical industry has embraced discovery-driven research for many years. A good example has been the discovery of active compounds from large chemical libraries, through screening campaigns. The success of the human genome project has also demonstrated the need for both academic researchers and industrial researchers to now understand the functions of genes and gene products. The cell is the basic unit of life and it has been at the cellular level where function can be demonstrated most cost-effectively and rapidly. High content screening (HCS) was developed by Cellomics Inc. in the mid-1990s to address the need for a platform that could be used in the discovery-driven research and development required to understand the functions of genes and gene products at the level of the cell.

Author : Sisi Zlatanova,David Prosperi
Publisher : CRC Press
Page : 256 pages
File Size : 51,6 Mb
Release : 2005-10-14
Category : Technology & Engineering
ISBN : 9781420036282

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Large-scale 3D Data Integration by Sisi Zlatanova,David Prosperi Pdf

Large-Scale 3D Data Integration: Challenges and Opportunities examines the fundamental aspects of 3D geo-information, focusing on the latest developments in 3D GIS (geographic information) and AEC (architecture, engineering, construction) systems. This book addresses policy makers, designers and engineers, and individuals that need to overco

Author : Naveen Ashish,Jose-Luis Ambite
Publisher : Springer
Page : 281 pages
File Size : 55,5 Mb
Release : 2015-07-07
Category : Computers
ISBN : 9783319218434

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Data Integration in the Life Sciences by Naveen Ashish,Jose-Luis Ambite Pdf

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.