Steps Toward Large Scale Data Integration In The Sciences

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Steps Toward Large-Scale Data Integration in the Sciences

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309154421
Total Pages : 58 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Steps Toward Large-Scale Data Integration in the Sciences by : National Research Council

Download or read book Steps Toward Large-Scale Data Integration in the Sciences written by National Research Council and published by National Academies Press. This book was released on 2010-08-01 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Integration in the Life Sciences

Author : Sarah Cohen-Boulakia
Publisher : Springer
ISBN 13 : 3540732551
Total Pages : 284 pages
Book Rating : 4.5/5 (47 download)

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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 284 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.

Progress and Challenges in Precision Medicine

Author : Mukesh Verma
Publisher : Academic Press
ISBN 13 : 0128095024
Total Pages : 344 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Progress and Challenges in Precision Medicine by : Mukesh Verma

Download or read book Progress and Challenges in Precision Medicine written by Mukesh Verma and published by Academic Press. This book was released on 2016-12-22 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Data Integration in the Life Sciences

Author : Patrick Lambrix
Publisher : Springer Science & Business Media
ISBN 13 : 3642151191
Total Pages : 224 pages
Book Rating : 4.6/5 (421 download)

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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.

Information Search, Integration, and Personalization

Author : Dimitris Kotzinos
Publisher : Springer Nature
ISBN 13 : 3030302849
Total Pages : 135 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Information Search, Integration, and Personalization by : Dimitris Kotzinos

Download or read book Information Search, Integration, and Personalization written by Dimitris Kotzinos and published by Springer Nature. This book was released on 2019-08-23 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Implementation of AI and machine learning technologies in medicine

Author : Enrico Capobianco
Publisher : Frontiers Media SA
ISBN 13 : 2832532632
Total Pages : 246 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Implementation of AI and machine learning technologies in medicine by : Enrico Capobianco

Download or read book Implementation of AI and machine learning technologies in medicine written by Enrico Capobianco and published by Frontiers Media SA. This book was released on 2023-08-23 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Integration in the Life Sciences

Author : Amos Bairoch
Publisher : Springer
ISBN 13 : 3540698280
Total Pages : 209 pages
Book Rating : 4.5/5 (46 download)

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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 209 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.

Big Data Integration

Author : Xin Luna Dong
Publisher : Springer Nature
ISBN 13 : 3031018532
Total Pages : 178 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Big Data Integration by : Xin Luna Dong

Download or read book Big Data Integration written by Xin Luna Dong and published by Springer Nature. This book was released on 2022-05-31 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data. BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided. This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community.

Data Integration in the Life Sciences

Author : Norman W. Paton
Publisher : Springer Science & Business Media
ISBN 13 : 3642028799
Total Pages : 230 pages
Book Rating : 4.6/5 (42 download)

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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.

Principles of Data Integration

Author : AnHai Doan
Publisher : Elsevier
ISBN 13 : 0123914795
Total Pages : 522 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Principles of Data Integration by : AnHai Doan

Download or read book Principles of Data Integration written by AnHai Doan and published by Elsevier. This book was released on 2012-06-25 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Data Integration is the first comprehensive textbook of data integration, covering theoretical principles and implementation issues as well as current challenges raised by the semantic web and cloud computing. The book offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand. Readers will also learn how to build their own algorithms and implement their own data integration application. Written by three of the most respected experts in the field, this book provides an extensive introduction to the theory and concepts underlying today's data integration techniques, with detailed, instruction for their application using concrete examples throughout to explain the concepts. This text is an ideal resource for database practitioners in industry, including data warehouse engineers, database system designers, data architects/enterprise architects, database researchers, statisticians, and data analysts; students in data analytics and knowledge discovery; and other data professionals working at the R&D and implementation levels. Offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand Enables you to build your own algorithms and implement your own data integration applications

Big Data Analytics

Author : Arun K. Somani
Publisher : CRC Press
ISBN 13 : 1315391244
Total Pages : 484 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Big Data Analytics by : Arun K. Somani

Download or read book Big Data Analytics written by Arun K. Somani and published by CRC Press. This book was released on 2017-10-30 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Plant Systems Biology

Author : Sacha Baginsky
Publisher : Springer Science & Business Media
ISBN 13 : 376437439X
Total Pages : 358 pages
Book Rating : 4.7/5 (643 download)

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Book Synopsis Plant Systems Biology by : Sacha Baginsky

Download or read book Plant Systems Biology written by Sacha Baginsky and published by Springer Science & Business Media. This book was released on 2007-06-25 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Integration in the Life Sciences

Author : Erhard Rahm
Publisher : Springer Science & Business Media
ISBN 13 : 3540213007
Total Pages : 230 pages
Book Rating : 4.5/5 (42 download)

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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 Science & Business Media. This book was released on 2004-03-18 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.

Informatics for Health Professionals

Author : Kathleen Mastrian
Publisher : Jones & Bartlett Learning
ISBN 13 : 1284182096
Total Pages : 488 pages
Book Rating : 4.2/5 (841 download)

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Book Synopsis Informatics for Health Professionals by : Kathleen Mastrian

Download or read book Informatics for Health Professionals written by Kathleen Mastrian and published by Jones & Bartlett Learning. This book was released on 2019-12-19 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Informatics for Health Professionals is an excellent resource to provide healthcare students and professionals with the foundational knowledge to integrate informatics principles into practice.

Transactions on Large-Scale Data- and Knowledge-Centered Systems XV

Author : Abdelkader Hameurlain
Publisher : Springer
ISBN 13 : 366245761X
Total Pages : 125 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Transactions on Large-Scale Data- and Knowledge-Centered Systems XV by : Abdelkader Hameurlain

Download or read book Transactions on Large-Scale Data- and Knowledge-Centered Systems XV written by Abdelkader Hameurlain and published by Springer. This book was released on 2014-12-11 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

High Content Screening

Author : D. Lansing Taylor
Publisher : Springer Science & Business Media
ISBN 13 : 1597452173
Total Pages : 437 pages
Book Rating : 4.5/5 (974 download)

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Book Synopsis High Content Screening by : D. Lansing Taylor

Download or read book High Content Screening written by D. Lansing Taylor and published by Springer Science & Business Media. This book was released on 2008-02-04 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Large-scale 3D Data Integration

Author : Sisi Zlatanova
Publisher : CRC Press
ISBN 13 : 1420036289
Total Pages : 256 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Large-scale 3D Data Integration by : Sisi Zlatanova

Download or read book Large-scale 3D Data Integration written by Sisi Zlatanova and published by CRC Press. This book was released on 2005-10-14 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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