large scale data set visualization
Large-Scale Vector Data Visualization Using High Performance Computing
... Each of the input files is parsed and restructured in an OctTree, which has leaves at its end; these leaves represent new smaller files, which will be the input for the computing nodes. Each node in the OctTree consists ...
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Real Time Discovery and Geospatial Visualization of Mobility and Industry Events from Large Scale, Heterogeneous Data Streams
... (Linguistic Data Consortium, 2015) as a n-ary relation with a set of required and op- tional arguments, which include location and ...curated set of event-specific training sentences, which were an- ...
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Technique for Interactive Visualization of Large Flow Data Set of CFD Simulation
... The Data visualization has been clearly recognized in scientific ...of large data sets and the interactive guidance of the demand for certain components in the ...modern ...
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Feature Extraction and Parallel Visualization for Large-Scale Scientific Data
... a data-rich ...petabytes data for knowledge discovery and decision making, we need a new set of tools beyond conventional data mining and statistical ...understanding large, complex ...
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Information and Knowledge Assisted Analysis and Visualization of Large-Scale Data
... floating-point data solely based on values can only achieve limited ...the data is of interest in the ...compressing large-scale time-varying volume ...the data into space-time blocks, ...
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Abstract visualization of large-scale time-varying data
... overall data contents and relations of time-varying ...a set of pre-selected ...capture data charac- ...or data at- tributes. In summary, since we represent local data properties by a ...
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Efficient visualization for large-scale and high-dimensional single-cell data
... A set of single cells in each partitioned subspace belongs to child nodes of the root ...each set of single cells in the child nodes belongs to, we partition each subspace into two sub-subspaces and ...
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SCALABLE AND ROBUST CLUSTERING AND VISUALIZATION FOR LARGE SCALE BIOINFORMATICS DATA
... center point representation: it is obvious that the nodes in leaf set are represented directly by the points they contain since they only have one point per node, so the representation is 100% accurate. But their ...
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Very Large Scale Visualization Methods for Astrophysical Data
... very large range of ...subatomic scale to the intergalactic scale, pro- vide a good proving ground for the multiple scale ...nomical data sets ranging over 40 or more orders of ...
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Improve performance of Interactive Visualization for Large Scale Big Data Networks
... Different data sources like this have data in the readable format, most of these big networks for example cannot be effective for the purpose of transportation network of which the example contains ...
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Development of a large sample watershed scale hydrometeorological data set for the contiguous USA: data set characteristics and assessment of regional variability in hydrologic model performance
... km) data set over the CONUS and southern Canada and is available from 1980 to ...3. Data quality is an ever-present issue in hydrologic modeling, and while the input data to Daymet are subject ...
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Visualization of Diversity in Large Multivariate Data Sets
... the data set with lower overall diversity contained a very diverse Ethnic- ity attribute, while the data set with higher overall diversity contained a very diverse Gender attribute but a much ...
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WebGL based Visualization Method for Large scale 3D Scene
... Web visualization technology to build a virtual three-dimensional environment that is dynamically interactive under the network environment to implement management and analysis for the massive and complex ...
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How To Cluster On A Large Data Set
... Clustering Large Data Sets with Categorical Values [4], the k-mean algorithm is well recognized for its effectiveness in clustering big data ...world data which including categorical ...
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39 Solving Problems with Visual Analytics: Challenges and Applications
... very large and complex datasets, which can be done neither by the computer nor the human ...from large com- plex ...analyzing large complex datasets in different application ...from large ...
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Deterministic Annealing and Robust Scalable Data mining for the Data Deluge
... Need is pervasive – Large and high dimensional data are everywhere: biology, physics, Internet, … – Visualization can help data analysis Visualization of large datasets with high perform[r] ...
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Hybrid Cloud and Cluster Computing Paradigms for Scalable Data Intensive Applications
... Need is pervasive – Large and high dimensional data are everywhere: biology, physics, Internet, … – Visualization can help data analysis Visualization of large datasets with high perform[r] ...
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Implications of Clouds for Data Intensive Science with application to Biomedical Science
... Need is pervasive – Large and high dimensional data are everywhere: biology, physics, Internet, … – Visualization can help data analysis Visualization of large datasets with high perform[r] ...
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Cloud Technologies and Their Applications
... Need is pervasive – Large and high dimensional data are everywhere: biology, physics, Internet, … – Visualization can help data analysis Visualization of large datasets with high perform[r] ...
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Data Analytics and Visualization for Large Army Testing Data
... Binary Large Object (BLOB) files and the individual files are read, in parallel, by the HPC ...across data collection ...raw data. Using the parallel HPC method, the same data is processed in ...
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