[PDF] Top 20 Study on Cleaning and Pre-Processing Of Large Scale Mobile Data
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Study on Cleaning and Pre-Processing Of Large Scale Mobile Data
... based cleaning strategy to expand the speed of the data cleaning ...based cleaning approach in different applications where separate gauges between occasions are ... See full document
8
Identification and verification of ultrafine particle affinity zones in urban neighbourhoods: sample design and data pre-processing
... A): large-scale detrending For Step 2, a MLR model is fitted to each of the fixed-site datasets, where UFP and meteorological measurements are taken in a 'raw' hourly-averaged ...adjusted data (Step ... See full document
6
An Efficient Data Assortment using Hybrid Approach for Large Scale Mobile Monitoring Applications
... networks being the prevalent example) little work has been documented for the study of ad hoc networks to support public safety solutions. Noticeably, unlike traditional ad hoc networks where each source node ... See full document
5
A Preliminary Study on Big Data Landscape
... Big data is an integral part of today’s information ...huge data, delivering trusted information for smarter decision is tedious ...mass data per day and tripling every 6 months, so handling big ... See full document
9
Processing Weather Sensor Data Using Iterative MapReduce Approach
... and large scale ...parallel processing, security and data service integration with scalable data ...the scale of data generated and consumed by such ...big data in ... See full document
6
An Efficient Platform for Large-Scale MapReduce Processing
... sharing data performance tasks: multi-threading and mes- sage ...exchange data via messages, while this requires cooperation between functions such as send() and ... See full document
70
REVIEW ON BIG DATA SECURITY IN CLOUD COMPUTING
... big data style ...multiple data sources. The use of big data by government agencies will not change this; rather it may add an additional layer of complexity in terms of managing information security ... See full document
7
Point Data Pre-Processing Based on Fuzzy Logic for Reverse Engineering Modelling
... State of the art 3D-digitization systems which are applied in reverse engineering modelling are characterized by increased scanning speed as well as by the possibility to generate a large number of points in a ... See full document
11
Validation of a Datafication Canvas
... Given the rise of data analytics and big data, the ethical implications of the data become more important. The development of new frameworks for the understanding of these ethical concerns is ... See full document
8
Experimental and Analytical Study on Friction...
... Stir Processing is an effective Microstructural modification process that produces very fine and homogenous grain structure by the modifications done in a systematic way by one or ... See full document
8
Review of Big Data Pre processing
... Big Data and the MapReduce Programming Model “Big data” is a term used to describe huge amounts of data so large and complex that cannot be processed by traditional tools and techniques in an ... See full document
5
A Cloud Business Intelligence System for Visual Analytics with Big Data
... (3) Unbalance: the number of samples from one class is much larger than the number of samples from other classes. It causes the excursion of separation margin. Under this circumstance, developing an efficient method to ... See full document
5
Dynamic File Nodes Distribution in Cloud Systems
... process large amount of data to provide the desired results. Data volumes to be processed by cloud applications are growing much faster than computing ...for processing and analysing the ... See full document
8
Data Pre-processing in Spam Detection
... the data cleaning of the textual information is very critical and ...of data pre-processing in spam detection is to remove data which do not give useful information about the ... See full document
5
<p>Clustering of Lifestyle Factors and Its Association with Low Back Pain: A Cross-Sectional Study of Over 400,000 Japanese Adults</p>
... the pre- sent study, we investigated the association between the clustering of multiple unhealthy lifestyle behaviors and LBP among all adults using a large-scale health checkup data in ... See full document
9
Cloud Computing and Large Scale Computing in the Life Sciences: Opportunities for Large Scale Sequence Processing
... • Characteristics of applications suitable for clouds • Iterative MapReduce and related programming models: Simplifying the implementation of many data parallel applications • FutureGrid[r] ... See full document
35
Data Sharing Dynamically for Balancing Cloud Server
... parallelize large computations easily and to use re- execution as the primary mechanism for fault ...a large cluster of commodity ...input data, scheduling the program’s execution across a set of ... See full document
6
PC Grade Parallel Processing and Hardware Acceleration for Large Scale Data Analysis
... Parallel processing is a form of computation in which data are either being processed by the same group of functions simultaneously; or multiple tasks are carried out on the same input ...instruction, ... See full document
230
In the realm of Big Data
... Big Data, offering an argument that outlines the way in which the ‘phenomenon’ or ‘fad’ can perhaps mature into a discipline, with less hype and a greater understanding of its potential uses, weaknesses, and ... See full document
23
Data mining EEG signals in depression for their diagnostic value
... unseen data from 44 participants, including 35 HVs and 9 MDD ...that data mining techniques, and especially those involv- ing feature extraction, may yield promising classifiers for the EEG signal ... See full document
14
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