Titlebook: Big Data Analytics; 4th International Co Naveen Kumar,Vasudha Bhatnagar Conference proceedings 2015 Springer International Publishing Switz

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VDMR-DBSCAN: Varied Density MapReduce DBSCANsuffers from major drawbacks like high computational cost, inability to find varied density clusters and dependency on user provided input density parameters. To address these issues, we propose a novel density based clustering algorithm titled, VDMR-DBSCAN (Varied Density MapReduce DBSCAN), a scala

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Concept Discovery from Un-Constrained Distributed Context concepts that describe special kind of relationships between set of attributes and set of objects. These concepts are related to each other and are arranged in a hierarchy. FCA finds its application in several areas including data mining, machine learning and semantic web..Few iterative MapReduce b

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Genomics 3.0: Big-data in Precision Medicinecience and technology of big-data translational genomics and precision medicine - we present various components of this complex . science. We also identify diverse idiosyncrasies of big-data with respect to application of computer algorithms and mathematics in genomics. We discuss the 7Vs of big-dat

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Conference proceedings 2015dia, in December 2015. ..The 9 revised full papers and 9invited papers were carefully reviewed and selected from 61 submissions andcover topics on big data: security and privacy; big data in commerce; big data:models and algorithms; and big data in medicine..

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https://doi.org/10.1007/978-3-319-27057-9Algorithms; Big data; Data analytics; Data mining; Databases; Decision support systems; E-commerce; Enterpr