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Scientific Data

Connecting Scientific Data to Scientific Experiments with Provenance

Connecting Scientific Data to Scientific Experiments with Provenance

... As scientific workflows and the data they operate on, grow in size and complexity, the task of defining how those workflows should execute (which resources to use, where the resources must be in readiness ...

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Towards Realization of Domain-Specific Scientific Data Cloud for Material Data Sharing

Towards Realization of Domain-Specific Scientific Data Cloud for Material Data Sharing

... on-demand data integration. The platform can leverage Pervasive data services, including data adapters, distributes data infrastructure software and ETL tools that integrate, analyze, secure, ...

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Research on Scientific Data Literacy Education System

Research on Scientific Data Literacy Education System

... of scientific data The scientific data life cycle stems from the life cycle of scientific research and can be broadly divided into five stages: data acquisition, data ...

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Scientific data processing framework for Hadoop MapReduce

Scientific data processing framework for Hadoop MapReduce

... current scientific computing landscape is vastly populated by the growing set of data-intensive computations that require enormous amounts of computational as well as storage resources and novel distributed ...

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Towards an Empirical Evaluation of Scientific Data Indexing and Querying

Towards an Empirical Evaluation of Scientific Data Indexing and Querying

... raw data files [Alagiannis et ...raw data files, such as trees or ...situ data analysis - a query strategy known as NoDB philosophy [Karpathiotakis et ...domain data (i.e., the content of ...

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Freeloader: Scavenging desktop storage resources for scientific data

Freeloader: Scavenging desktop storage resources for scientific data

... The scavenger device component manages metadata that maps datasets and their morsels onto local files. It keeps track of local free space using a bitmap. Morsels from the same dataset are stored in order in a single ...

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Parallel data layout optimization of scientific data through access-driven replication

Parallel data layout optimization of scientific data through access-driven replication

... spatio-temporal scientific data requires scrutiny of both the logical layout of the data ...partial data replication system called ...physical data distributions for the task at ...

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Linked Data Contracts to Support Data Protection and Data Ethics in the Sharing of Scientific Data

Linked Data Contracts to Support Data Protection and Data Ethics in the Sharing of Scientific Data

... between data protection and open scientific data re- quirement is that research institutes can no longer freely share research data containing any personal ...shared data is only used ...

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Data Mining Techniques to Enable Large-scale Exploratory Analysis of Heterogeneous Scientific Data

Data Mining Techniques to Enable Large-scale Exploratory Analysis of Heterogeneous Scientific Data

... of scientific data to be col- ...of data. Often it is not enough to see patterns in the data by using statistical analysis ...exploratory data analy- sis before forming hypothesis and ...

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Analysis of Main Influencing Factors of Scientific Data Sharing in Universities

Analysis of Main Influencing Factors of Scientific Data Sharing in Universities

... the scientific research me- thods, due to the influence of individual scientific research level, interpersonal skills, and scientific research conditions, the research has more or less deficien- ...

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Scientific data mining and processing using MapReduce in cloud environments

Scientific data mining and processing using MapReduce in cloud environments

... of data either from existing data resources or collected from physical devices ...[1]. Scientific applications are usually complex and data ...current scientific computing landscape is ...

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Collaborative Framework for Scientific Data Analysis

Collaborative Framework for Scientific Data Analysis

... The Data Trubine[19] presented by ...for scientific and engineering ...for scientific data ...specific data type used by the scientific ...as data files generated during ...

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An Architecture for Composable Scientific Data Analysis

An Architecture for Composable Scientific Data Analysis

... Most scientific data analysis computations consume voluminous data distributed across multiple geographic ...this data to computational resources is a standard practice in such data ...

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Scientific data on selenium status in Turkey

Scientific data on selenium status in Turkey

... This review provides a summary of the available scientific data on selenium status in Turkey. The first reports regarding selenium status in Turkey appeared in the 1990s. Since then, much atten- tion has ...

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Interactive visual analysis of multi-faceted scientific data

Interactive visual analysis of multi-faceted scientific data

... When examining the derived temperature trends in the function graphs view (ECHAM5, 25 years, see Sec. 4.1), one can visually identify three streams of curves, which were very prominent in the visualization and also ...

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VizDeck: Streamlining exploratory visual analytics of scientific data

VizDeck: Streamlining exploratory visual analytics of scientific data

... visualize data with no programming ...3D scientific visualization tools such as ParaView (Aherns, Geveci, & Law, ...exploratory data analysis and “data triage” tasks that emphasize “rapid ...

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Design and Evaluation of an SVM Framework for Scientific Data Applications

Design and Evaluation of an SVM Framework for Scientific Data Applications

... large data sets the I/O could be one of these bottlenecks, because it takes a long time and memory to read in the whole ...overcome data analysis limitations when dealing with large data sets in ...

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A Scalable Framework for the Collaborative Analysis of Scientific Data

A Scalable Framework for the Collaborative Analysis of Scientific Data

... Data analysis involving the processing of large amounts of distributed data is becoming increasingly ...the scientific community where voluminous data is routinely produced and consumed by ...

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A big data analytics framework for scientific data management

A big data analytics framework for scientific data management

... the data analytics framework, which is based on a set of (parallel and sequential) operators providing the most relevant data and metadata datacube ...

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Scientific data visualization

Scientific data visualization

... likert: Functions to analyze and visualize likert type items [Computer software manual]. sjplot: sjplot - data visualization for statistics in social science [Computer software manual][r] ...

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