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Big data exploration requires collaboration between visualization and data infrastructures

Danyel Fisher
<span title="">2016</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the Workshop on Human-In-the-Loop Data Analytics - HILDA &#39;16</a> </i> &nbsp;
As datasets grow to tera-and petabyte sizes, exploratory data visualization becomes very difficult: a screen is limited to a few million pixels, and main memory to a few tens of millions of data points  ...  Using these techniques involves a number of difficult design tradeoffs for both the ways that data can be represented, and the ways that users can interact with the visualizations.  ...  New techniques are emerging that can inform big data exploration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2939502.2939518">doi:10.1145/2939502.2939518</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/Fisher16.html">dblp:conf/sigmod/Fisher16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t334jjwepvhcldtldkyotgglu4">fatcat:t334jjwepvhcldtldkyotgglu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190716070951/https://www.microsoft.com/en-us/research/wp-content/uploads/2016/07/Hilda-Fisher-2016.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0a/ad/0aad0f64c83cbc41054714ded145400d6e0689cd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2939502.2939518"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Big Data Usage [chapter]

Tilman Becker
<span title="">2016</span> <i title="Springer International Publishing"> New Horizons for a Data-Driven Economy </i> &nbsp;
Note that big data as a service may be seen as extending a layer between PaaS and SaaS.  ...  interfaces (e.g. in data visualization for visual analytics) must support an exploration of the data and their potential connections.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-21569-3_8">doi:10.1007/978-3-319-21569-3_8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tdekwu5jibabxcy6m7a56emktq">fatcat:tdekwu5jibabxcy6m7a56emktq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171014130611/http://publisher-connector.core.ac.uk/resourcesync/data/Springer-OA/pdf/74a/aHR0cDovL2xpbmsuc3ByaW5nZXIuY29tLzEwLjEwMDcvOTc4LTMtMzE5LTIxNTY5LTNfOC5wZGY%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c1/a5/c1a535ee72a1385e5fa95040c9426bac8b650543.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-21569-3_8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Tackling the Challenges of 21st-Century Open Science and Beyond: A Data Science Lab Approach

Michael J. Hollaway, Graham Dean, Gordon S. Blair, Mike Brown, Peter A. Henrys, John Watkins
<span title="2020-09-17">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5cekcl3stvfxxfsctgk6zwoqwe" style="color: black;">Patterns</a> </i> &nbsp;
This has presented a number of challenges, including providing research platforms for collaborating scientists to explore big data, develop methods, and disseminate their results to stakeholders and decision  ...  This includes ongoing case studies of good practice, with the infrastructural and methodological developments required to enable data science labs to support significant increase in our cross- and trans-disciplinary  ...  ACKNOWLEDGMENTS The authors wish to acknowledge funding from the UK Engineering and Physical Sciences Research Council (EPSRC) funded Data Science of the Natural Environment (DSNE) project (grant no.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patter.2020.100103">doi:10.1016/j.patter.2020.100103</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33205137">pmid:33205137</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7660442/">pmcid:PMC7660442</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nuiwmxpmdbcv7gyqrdp67plykq">fatcat:nuiwmxpmdbcv7gyqrdp67plykq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210527041307/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC7660442&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/71/e1/71e1cfdd377c53c5b0c747fc99bcc95858e56a3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.patter.2020.100103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660442" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

IDEAS: Immersive Dome Experiences for Accelerating Science [article]

Jacqueline K. Faherty
<span title="2020-09-21">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Town, and Visualization Center C in Norrkoping are already developing software which ingests catalogs of astronomical and multi-disciplinary data critical for exploration research primarily for the purpose  ...  Astrophysics lies at the crossroads of big datasets (such as the Large Synoptic Survey Telescope and Gaia), open source software to visualize and interpret high dimensional datasets (such as Glue, WorldWide  ...  Acknowledgements This white paper was started at Dagstuhl Seminar 19262: Astrographics: Interactive Data-Driven Journeys through Space .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.05383v2">arXiv:1907.05383v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aebyn4s5abbotdwlzj3773ev5i">fatcat:aebyn4s5abbotdwlzj3773ev5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200923001005/https://arxiv.org/ftp/arxiv/papers/1907/1907.05383.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.05383v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Addressing big data issues in Scientific Data Infrastructure

Yuri Demchenko, Paola Grosso, Cees de Laat, Peter Membrey
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gclxq7jjtzbb7f3lzwa22ysn5i" style="color: black;">2013 International Conference on Collaboration Technologies and Systems (CTS)</a> </i> &nbsp;
for Big Data Infrastructure.  ...  This paper discusses the challenges that are imposed by Big Data on the modern and future Scientific Data Infrastructure (SDI).  ...  relations between Big Data technologies in e-Science and industry.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cts.2013.6567203">doi:10.1109/cts.2013.6567203</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cts/DemchenkoGLM13.html">dblp:conf/cts/DemchenkoGLM13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rlpqy5evdrcm5exjbjawmhzoeu">fatcat:rlpqy5evdrcm5exjbjawmhzoeu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922004430/http://uazone.org/demch/papers/bddac2013-bigdata-infrastructure-v06.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dd/55/dd55225347498aeeb48e6b453fa520ebded1208c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cts.2013.6567203"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Geospatial information infrastructures to address spatial needs in health: Collaboration, challenges and opportunities

Carlos Granell, Óscar Belmonte Fernández, Laura Díaz
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
In this paper we are questioning the hypothesis whether geospatial information infrastructures, in terms of standards-based geospatial services, technologies, and data models as operational assets already  ...  Most health-related issues such as public health outbreaks and epidemiological threats are better understood from a spatial-temporal perspective and, clearly demand related geospatial data sets and services  ...  This strengthens collaboration between involved stakeholders, institutions and data providers since health issues require data from various information infrastructures.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2013.04.002">doi:10.1016/j.future.2013.04.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yolduz5pinbwtovj5usmd4urbi">fatcat:yolduz5pinbwtovj5usmd4urbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812140651/http://repositori.uji.es/xmlui/bitstream/handle/10234/89109/ID58599.pdf?sequence=6" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/97/0d/970d2a7e1224f55f7080bf666a703056054f8fb4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2013.04.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Cloud-Based Infrastructure for Data-Intensive e-Science Applications: Requirements and Architecture [chapter]

Yuri Demchenko, Canh Ngo, Paola Grosso, Cees de Laat, Peter Membrey
<span title="2015-01-08">2015</span> <i title="CRC Press"> Cloud Computing with e-Science Applications </i> &nbsp;
This chapter discusses the challenges that are imposed by Big Data on the modern and future e-Scientific Data Infrastructure.  ...  and summaries requirements to access control and access control infrastructure that should allow secure and trusted operation and use of SDI.  ...  [51] and recently established the NIST Big Data WG (NBD-WG) [52] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/b18021-3">doi:10.1201/b18021-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g36sf7g6nneahmad2crfwy4fyq">fatcat:g36sf7g6nneahmad2crfwy4fyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190524235428/https://pure.uva.nl/ws/files/19126768/2015_b_1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/1e/1d1e6eddbc80caa47a5d3299140a0fca0aa2074f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/b18021-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Research Status and Challenges of Data-Driven Construction Project Management in the Big Data Context

Yao Huang, Qian Shi, Jian Zuo, Feniosky Pena-Mora, Jindao Chen
<span title="">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/afelmew3cvcs3mjotxlfalsrai" style="color: black;">Advances in Civil Engineering</a> </i> &nbsp;
the gaps between theoretical research and practical demands.  ...  However, a comprehensive review for technological change, the resulting process, and organizational changes in the Big Data context, especially from the angle of whole lifecycle of construction project  ...  CPM is powered by AI-based Big Data analytics and the state-of-the-art technology-innovations-based collaborative infrastructure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/6674980">doi:10.1155/2021/6674980</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/6bbb2f83d1334eac9f0ac893323c6f58">doaj:6bbb2f83d1334eac9f0ac893323c6f58</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/za5zcpz2qbgnxcbb3t6hdqsioi">fatcat:za5zcpz2qbgnxcbb3t6hdqsioi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210611171729/https://downloads.hindawi.com/journals/ace/2021/6674980.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8a/07/8a077c5e13d49e1ecdc84e140acf3d786f06dc69.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/6674980"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

An integrated visualization environment for the virtual observatory: Current status and future directions

E. Sciacca, U. Becciani, A. Costa, F. Vitello, P. Massimino, M. Bandieramonte, M. Krokos, S. Riggi, C. Pistagna, G. Taffoni
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oekm3e57zfhg3b2jmqhfslosgi" style="color: black;">Astronomy and Computing</a> </i> &nbsp;
Visual exploration and discovery applications are invaluable tools to provide prompt and intuitive insights into the intrinsic data characteristics of modern astronomy and astrophysics datasets.  ...  Due to the massively large and highly complex datasets, various technical challenges are involved to reach e.g. interactivity, integration, navigation and collaboration.  ...  portals and mobile applications for visualization and data exploration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ascom.2015.01.006">doi:10.1016/j.ascom.2015.01.006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xbax5htdubcnxcoasz43jyglty">fatcat:xbax5htdubcnxcoasz43jyglty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321234204/https://researchportal.port.ac.uk/portal/files/4243598/AeC_VisIVO.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/77/fb77dfd867ce36a3f88f72db843d0f938be22924.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ascom.2015.01.006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Addressing Big Data challenges for Scientific Data Infrastructure

Yuri Demchenko, Zhiming Zhao, Paola Grosso, Adianto Wibisono, Cees de Laat
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vf7glygozrdhdkhluhlxpb7j4q" style="color: black;">4th IEEE International Conference on Cloud Computing Technology and Science Proceedings</a> </i> &nbsp;
This paper discusses the challenges that are imposed by Big Data Science on the modern and future Scientific Data Infrastructure (SDI).  ...  The paper refers to different scientific communities to define requirements on data management, access control and security.  ...  GENERAL REQUIREMENTS TO BIG DATA E-SCIENCE INFRASTRUCTURE A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloudcom.2012.6427494">doi:10.1109/cloudcom.2012.6427494</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cloudcom/DemchenkoZGWL12.html">dblp:conf/cloudcom/DemchenkoZGWL12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/barmqplj3nhy7flwnd7o37v4fu">fatcat:barmqplj3nhy7flwnd7o37v4fu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160615144250/http://www.uazone.org:80/demch/papers/cloudcom2012poster-bigdata-infra-v03.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/aa/b3/aab33137d604ee7ba2f189b178ad87ae7fe8b951.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloudcom.2012.6427494"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

'Big Data' collaboration: Exploring, recording and sharing enterprise knowledge

Sreenivas R. Sukumar, Regina K. Ferrell, Bonnie Carroll, Edrick G. Coppock
<span title="2013-11-02">2013</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i6arf2zgrfaenpbtgvrx3fgtxq" style="color: black;">Information Services and Use</a> </i> &nbsp;
In particular, we address the challenge of archiving knowledge gained through collaboration, dissemination and visualization as part of the data analysis inference and decision-making lifecycle.  ...  As data sources and data size proliferate, knowledge discovery from 'Big Data' is starting to pose several challenges.  ...  Accordingly, the United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/isu-130712">doi:10.3233/isu-130712</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/afcyvhrahnhh5bzqrdj4y76od4">fatcat:afcyvhrahnhh5bzqrdj4y76od4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427202441/https://content.iospress.com/download/information-services-and-use/isu712?id=information-services-and-use%2Fisu712" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/60/6d/606d202259cac91cc79bd29eb9d46f70a7444274.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/isu-130712"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Visual Analytics Infrastructures: From Data Management to Exploration

Jean-Daniel Fekete
<span title="">2013</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dsrvu6bllzai7oj3hktnc5yf4q" style="color: black;">Computer</a> </i> &nbsp;
Visual Analytics relies on visualization but also requires tools for performing analysis and managing data at larger scales.  ...  visualization, data analysis, and data management.  ...  ACKNOWLEDGMENTS Thanks to Wesley Willett for his help in improving the paper and Jeremy Boy for the illustrations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mc.2013.120">doi:10.1109/mc.2013.120</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/22qguaoiojf2xorvcxdieeq22e">fatcat:22qguaoiojf2xorvcxdieeq22e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829140224/https://hal.inria.fr/hal-00815610/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/de/60/de6046e6247a28a793afaa4bce24c02bed2a8839.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mc.2013.120"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Data Intensive Radio Astronomy en route to the SKA: The Rise of Big Radio Data

A. R. Taylor
<span title="">2012</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/djnl2eulfjdwxplyqzspykhc2m" style="color: black;">Proceedings of the International Astronomical Union</a> </i> &nbsp;
The associated exponential growth in data require us to explore new methodologies for collaborative end-to-end execution of data intensive observing programs.  ...  As a consequence, survey mode radio astronomy generating vast amounts of data and involving globally distributed collaborations is fast becoming a primary tool for scientific advance.  ...  , data visualization and analytics for very large data sets, and an API for community contributed applications that interface to the collaboration metadata and the distributed data system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1743921314012861">doi:10.1017/s1743921314012861</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/my7fvicqy5etxlf4xh3icy2lve">fatcat:my7fvicqy5etxlf4xh3icy2lve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724140559/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9DF9B5D0820765A93CF2F6D2FEC0BB6D/S1743921314012861a.pdf/div-class-title-data-intensive-radio-astronomy-en-route-to-the-ska-the-rise-of-big-radio-data-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/7f/ec7fd052b7f8875c14eca6033eaefe56c7516bec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s1743921314012861"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

A review and future direction of agile, business intelligence, analytics and data science

Deanne Larson, Victor Chang
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fuz5bizxg5fndigtc6rfv6hnva" style="color: black;">International Journal of Information Management</a> </i> &nbsp;
The Big Data phenomenon, the volume, variety, and velocity of data, has impacted business intelligence and the use of information.  ...  This article explores the application of Agile methodologies and principles to business intelligence delivery and how Agile has changed with the evolution of business intelligence.  ...  As Big Data was used more in analysis, visualization tools were used to explore raw data to support exploratory data analysis in the data science process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ijinfomgt.2016.04.013">doi:10.1016/j.ijinfomgt.2016.04.013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/47h4n76xkree3gfzicr7s4r2qu">fatcat:47h4n76xkree3gfzicr7s4r2qu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160905121231/http://eprints.soton.ac.uk/392806/1/direction_of_agile_BI_analytics_big_data.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/4e/224eb3407b50533668b6c1caa55a720688b8b532.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ijinfomgt.2016.04.013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Information engineering infrastructure for life sciences and its implementation in China

WeiMin Zhu, YunPing Zhu, XiaoLing Yang
<span title="">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4yjeslueangdnh4eeg6yyidfry" style="color: black;">Science China Life Sciences</a> </i> &nbsp;
a 'data hub' in CIEIPOS, discusses challenges and possible solutions to integrate, query and visualize these data.  ...  Information engineering infrastructure for life sciences and its implementation in China.  ...  intimate collaboration between the components of 'software' and 'hardware' of the cyber infrastructure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11427-013-4440-1">doi:10.1007/s11427-013-4440-1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23526387">pmid:23526387</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mxamluxjdzbnfdgjdwncvixyxe">fatcat:mxamluxjdzbnfdgjdwncvixyxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171015071651/http://publisher-connector.core.ac.uk/resourcesync/data/Springer-OA/pdf/828/aHR0cDovL2xpbmsuc3ByaW5nZXIuY29tLzEwLjEwMDcvczExNDI3LTAxMy00NDQwLTEucGRm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bb/ea/bbeaf963de5213f902b5bf9844e5254480f0125d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11427-013-4440-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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