Search results for: urban big data

• Impact of AI-Based Tools and Urban Big Data Analytics on the Design and Planning of Cities

  Publication

  • D. D. Kamrowska-Załuska

  - Land - Year 2021

  Wide access to large volumes of urban big data and artificial intelligence (AI)-based tools allow performing new analyses that were previously impossible due to the lack of data or their high aggregation. This paper aims to assess the possibilities of the use of urban big data analytics based on AI-related tools to support the design and planning of cities. To this end, the author introduces a conceptual framework to assess the...

  Full text available to download

• 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...

  Full text to download in external service

• Big Data

  Journals

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

• 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.

  Full text available to download

• 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

• 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,...

  Full text to download in external service

• The Use of Big Data in Regenerative Planning

  Publication

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

  - Sustainability - Year 2018

  With the increasing significance of Big Data sources and their reliability for studying current urban development processes, new possibilities have appeared for analyzing the urban planning of contemporary cities. At the same time, the new urban development paradigm related to regenerative sustainability requires a new approach and hence a better understanding of the processes changing cities today, which will allow more efficient...

  Full text available to download