Toward Intelligent Industrial Informatics: A Review of Current Developments and Future Directions of Artificial Intelligence in Industrial Applications

Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Evgeny Osipov, Xinghuo Yu, Valeriy Vyatkin

Research output: Contribution to journalReview ArticleScientificpeer-review

2 Citations (Scopus)
110 Downloads (Pure)

Abstract

Research, the universal pursuit of new knowledge, is embarking on a fresh journey into artificial intelligence (AI). Nature reports that AI arose nine places to the fourth-most popular search term and that search terms "machine learning" and "deep learning" appeared in the top 20 for the first time since 2018. It is pertinent for industrial informatics to embrace this renewed surge of interest in AI with a clear direction and purpose that engages scholars, practitioners, and professionals alike.

Original languageEnglish
Article number9127167
Pages (from-to)57-72
Number of pages16
JournalIEEE INDUSTRIAL ELECTRONICS MAGAZINE
Volume14
Issue number2
DOIs
Publication statusPublished - Jun 2020
MoE publication typeA2 Review article in a scientific journal

Keywords

  • Informatics
  • Deep Learning
  • Cognition
  • Data mining
  • Feature extraction
  • Artificial Intelligence

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