Search results for: BIG DATA APPLICATIONS

• BIG PROBLEMS WITH BIG DATA

  Publication

  • K. Goczyła

  - TASK Quarterly - Year 2020

  The article presents an overview of the most important issues related to the phenomenon called big data. The characteristics of big data concerning the data itself and the data sources are presented. Then, the big data life cycle concept is formulated. The next sections focus on two big data technologies: MapReduce for big data processing and NoSQL databases for big data storage.

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• Big Data

  Journals

  ISSN: 2167-6461 , eISSN: 2167-647X

• Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications

  Publication

  • I. Czarnowski
  • P. Jedrzejowicz
  • K. Chao
  • T. Yildirim

  - COMPLEXITY - Year 2018

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• Harmony Search for Data Mining with Big Data

  Publication

  • J. Balicki
  • P. Dryja
  • W. Korłub

  - Year 2016

  In this paper, some harmony search algorithms have been proposed for data mining with big data. Three areas of big data processing have been studied to apply new metaheuristics. The first problem is related to MapReduce architecture that can be supported by a team of harmony search agents in grid infrastructure. The second dilemma involves development of harmony search in preprocessing of data series before data mining. Moreover,...

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• Big Data Research

  Journals

  ISSN: 2214-5796

• Big Data & Society

  Journals

  ISSN: 2053-9517

• Frontiers in Big Data

  Journals

  eISSN: 2624-909X

• Big Earth Data

  Journals

  ISSN: 2096-4471 , eISSN: 2574-5417

• Big Data i 5V – nowe wyzwania w świecie danych (Big Data and 5V – New Challenges in the World of Data)

  Publication

  • K. Goczyła

  - Year 2014

  Rodzaje danych, składające się na zbiory typu Big Data, to m.in. dane generowane przez użytkowników portali internetowych, dane opisujące transakcje dokonywane poprzez Internet, dane naukowe (biologiczne, astronomiczne, pomiary fizyczne itp.), dane generowane przez roboty w wyniku automatycznego przeszukiwania przez nie Internetu (Web mining, Web crawling), dane grafowe obrazujące powiązania pomiędzy stronami WWW itd. Zazwyczaj,...

• Big Data in Regenerative Urban Design

  Publication

  • D. D. Kamrowska-Załuska
  • H. Obracht-Prondzyńska

  - Year 2019

  Why the use of Big Data in regenerative planning matters? The aim of this chapter is to study under what conditions Big Data can be integrated into regenerative design and sustainable planning? Authors seek to answer how – when related to the ecosystem and to human activities – Big Data can be used to: • both shape policies that support the development of regenerative human settlements, • support restorative design for practitioners...

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