Information Granularity, Big Data, and Computational Intelligence

Information Granularity, Big Data, and Computational Intelligence

The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gath...

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Những tác giả chính: Pedrycz, Witold, Chen, Shyi-Ming
Định dạng: Sách
Ngôn ngữ:English
Được phát hành: Springer 2015
Những chủ đề:
Granular computing
Big data
Computational intelligence
Truy cập trực tuyến:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57567
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Thư viện lưu trữ: Thư viện Trường Đại học Đà Lạt
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spelling oai:scholar.dlu.edu.vn:DLU123456789-575672023-11-11T05:46:16Z Information Granularity, Big Data, and Computational Intelligence Pedrycz, Witold Chen, Shyi-Ming Granular computing Big data Computational intelligence The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data. 2015-08-18T07:17:27Z 2015-08-18T07:17:27Z 2015 Book https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57567 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Granular computing
Big data
Computational intelligence
spellingShingle Granular computing
Big data
Computational intelligence
Pedrycz, Witold
Chen, Shyi-Ming
Information Granularity, Big Data, and Computational Intelligence
description The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data.
format Book
author Pedrycz, Witold
Chen, Shyi-Ming
author_facet Pedrycz, Witold
Chen, Shyi-Ming
author_sort Pedrycz, Witold
title Information Granularity, Big Data, and Computational Intelligence
title_short Information Granularity, Big Data, and Computational Intelligence
title_full Information Granularity, Big Data, and Computational Intelligence
title_fullStr Information Granularity, Big Data, and Computational Intelligence
title_full_unstemmed Information Granularity, Big Data, and Computational Intelligence
title_sort information granularity, big data, and computational intelligence
publisher Springer
publishDate 2015
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57567
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