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Industrial big data refers to a large amount of diversified time series generated at a high speed by industrial equipment, [1] known as the Internet of things. [2] The term emerged in 2012 along with the concept of "Industry 4.0”, and refers to big data”, popular in information technology marketing, in that data created by industrial equipment might hold more potential business value. [3]
An example is Singapore's formal recognition of Industry 4.0 in its innovation policies. Critics of the concept dismiss Industry 4.0 as a marketing strategy. They suggest that although revolutionary changes are identifiable in distinct sectors, there is no systemic change so far.
This is a list of important publications in data science, generally organized by order of use in a data analysis workflow.. Whole game of data science. See the list of important publications in statistics for more research-based and fundamental publications; while this list is more applied, business oriented, and cross-disciplinary.
The following journals are considered open access: . Bayesian Analysis; Brazilian Journal of Probability and Statistics; Chilean Journal of Statistics; Electronic Journal of Statistics
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INFORMS Journal on Applied Analytics is a bimonthly peer-reviewed academic journal about operations research that was established in 1970 under the title Interfaces by The Institute of Management Sciences, now part of the Institute for Operations Research and the Management Sciences. The journal has a case-study style: it offers examples of how ...
The International Journal of Data Science and Analytics is a peer-reviewed scientific journal covering data science. It was established in 2015 and is published by Springer Science+Business Media. The founding editor-in-chief is Longbing Cao (University of Technology Sydney). Current editor-in-chief is João Gama (INESC TEC and University of ...
As of 2023, Annual Review of Statistics and Its Application is being published as open access, under the Subscribe to Open model. [1] As of 2024, Journal Citation Reports gives the journal a 2023 impact factor of 7.4, ranking it second of 168 journal titles in the category "Statistics and Probability" and third of 135 titles in "Mathematics ...