Framework for Data Analysis
Collaborative Framework for Scientific Data Analysis
... Collaborative Data Analysis Framework In the above architecture, the Clarens server acts as the gate- way to data and compute resources at a particular ...the analysis session uses the ...
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Qualitative data analysis: the framework approach
... thematic framework The coding matrix was developed from four family interview transcripts, which appeared to represent a range of ...of data analysis as new insights ...
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RUBA: Real-time Unstructured Big Data Analysis Framework
... massive data which has various types is being on the increase ...big data have important information about trends of many phenomenon, it will be a more significant study to analyze the big ...novel ...
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A sentiment-based filteration and data analysis framework for social media
... a framework that explains the processes involved in the filteration and analysis of data for user generated content in social ...quality data from social media data stream, but there ...
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Big Data Analysis Framework for Healthcare and Social Sectors in Korea
... big data, and using it as a tool to solve their long-standing ...Big data strategies for the healthcare and social service sectors were formulated based on an ICT-based policy of current government and the ...
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Extremum statistics: a framework for data analysis
... the statistics of a global average quantity, such as the total energy dissipation, magnetization and so forth. An important hypothesis that is the subject of this paper is that the data arise from an extremum ...
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Big Data Optimization : Algorithmic Framework for Data Analysis Guided by Semantics
... Big Data desarrollada para la realización de las pruebas a lo largo de la ...nuestro framework en tres escenarios: ejecución en paralelo, acceso en paralelo a datos y una combinación de ...
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A Computational Framework for Exploratory Data Analysis
... the data set which makes the projection axis in PCA very sensitive to noise, ...of data points sampled from the Gaussian distributions specified in the ‘Hepta’ data set ...the data set, and do ...
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A framework for real-time Twitter data analysis
... Abstract Twitter is a popular social network which allows millions of users to share their opinions on what happens all over the world. In this work we present a system for real-time Twitter data analysis ...
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A Framework for Real-Time Twitter Data Analysis
... Tweets, Data Stream, Bursty Topic Modelling, Practical Exposure, Twitter ...biggest data entrances which give a simple, snappy and solid stage for customary clients to impart anything occurring around them ...
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GNA: new framework for statistical data analysis
... the data. The function itself may read the other transformations’ data triggering a chain of ...requested data is executed, other parts either return cached data or are not touched at ...
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Big Data Analysis in a Message Oriented Framework
... 2: Data flow diagram including messages and ...Big Data impose new and unprecedented demands on communications between various components of an analytic ...clients, data producers and consumers, and ...
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Annotation Graphs as a Framework for Multidimensional Linguistic Data Analysis
... With the help of domain specialists, we have constructed a hybrid multi-level annotation for a fragment of the Boston University Radio Speech Corpus which includes the f[r] ...
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Big Data Analysis using Distributed Actors Framework
... big data framework, we used the challenge problem as shown in Figure ...image data is collected at a rate ranging from 100 gigabytes per minute to about 1 terabyte per ...
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EFFICIENT BIG DATA ANALYSIS USING HADOOP FRAMEWORK FOR SENSOR NETWORK DATA
... sensory data processing, where commonly there will be having limited processing power and storage capacity of sensor ...the data management are data aggregation, storing, querying and ...
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BGPStream: A Software Framework for Live and Historical BGP Data Analysis
... BGP data, especially if we want such analysis to be systematically applied to different datasets and ...the data and write a parser for bgpdump ASCII output (besides writing the same core ...
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BGPStream: a software framework for live and historical BGP data analysis
... processing data in live mode, we need to take into account the distributed and asyn- chronous nature of BGP data collection, which causes data from different collectors and projects to become ...
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Meta-Information as a Service: A Big Social Data Analysis Framework
... big data. Big social data generated by social information services have been used in various ...social data provides the monitoring and surveillance capabilities for the epidemic ...The data ...
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A Scalable Framework for the Collaborative Analysis of Scientific Data
... of data that needs to be processed by scientific ...this data are all distributed. Scientists cite two core requirements for data analysis frameworks: scale and ...in data volumes but ...
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An integrated clustering analysis framework for heterogeneous data
... this data complexity. However, exploiting the value in such data requires new processing ...heterogeneous data types such as text, images, audio, structured data, time series ...structured ...
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