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. 2021 Dec 1;21(23):8020. doi: 10.3390/s21238020

Table A3.

Search strategy.

Database and Date Number of
Extracted
Papers		 Search Field and Keywords Filters Applied
IEEE
Xplore
18/02/21		 144   Using ‘Document Title’:
  • 1.

    Document Title: explainable OR Document Title: interpretable, Search within results: diagnostic

  • 2.

    Document Title: explainable OR Document Title: interpretable, Search within results: prognostic

  • 3.

    Document Title: explainable OR Document Title: interpretable, Search within results: diagnosis

  • 4.

    Document Title: explainable OR Document Title: interpretable, Search within results: prognosis

  • 5.

    Document Title: explainable OR Document Title: interpretable, Search within results: anomaly detection

  • 6.

    Document Title: explainable OR Document Title: interpretable, Search within results: RUL

  • 7.

    Document Title: explainable OR Document Title: interpretable, Search within results: remaining useful life

  • 8.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: prognostic

  • 9.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: diagnostic

  • 10.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: diagnosis

  • 11.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: prognosis

  • 12.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: anomaly detection

  • 13.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: RUL

  • 14.

    Document Title: explainable AI OR Document Title: explainable machine learning OR Document Title: explainable deep learning OR Document Title: XAI, Search within results: remaining useful life

  • 15.

    Document Title: interpretable AI OR Document Title: interpretable machine learning OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: diagnostic

  • 16.

    Document Title: interpretable AI OR Document Title: interpretable machine learning OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: prognostic

  • 17.

    Document Title: interpretable AI OR Document Title: interpretable machine learning) OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: prognosis

  • 18.

    Document Title: interpretable AI OR Document Title: interpretable machine learning) OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: diagnosis

  • 19.

    Document Title: interpretable AI OR Document Title: interpretable machine learning) OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: anomaly detection

  • 20.

    Document Title: interpretable AI OR Document Title: interpretable machine learning) OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: RUL

  • 21.

    Document Title: interpretable AI OR Document Title: interpretable machine learning) OR Document Title: interpretable deep learning OR Document Title: XAI, Search within results: remaining useful life

Using ‘Abstract’:
  • 22.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: prognostic

  • 23.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: diagnostic

  • 24.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: diagnosis

  • 25.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: prognosis

  • 26.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: anomaly detection

  • 27.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: RUL

  • 28.

    Abstract: explainable AI OR Abstract: explainable machine learning OR Abstract: explainable deep learning OR Abstract: XAI, Search within results: remaining useful life

  • 29.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: prognostic

  • 30.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: diagnostic

  • 31.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: prognosis

  • 32.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: diagnosis

  • 33.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: anomaly detection

  • 34.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: RUL

  • 35.

    Abstract: interpretable AI OR Abstract: interpretable machine learning) OR Abstract: interpretable deep learning OR Abstract: XAI, Search within results: remaining useful life

 Journals, Early Access Article,
Specify Year Range:
2015–2021
Science Direct
17/02/21		 607   Using ‘Title, abstract or author-specified keywords’:
  • 36.

    (“explainable” OR “interpretable”) AND (“prognostic” OR “diagnostic” OR “prognosis” OR “diagnosis” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

  • 37.

    (“explainable AI” OR “explainable machine learning” OR “explainable deep learning” OR “XAI”) AND (“prognostic” OR “diagnostic” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

  • 38.

    (“explainable AI” OR “explainable machine learning” OR “explainable deep learning” OR “XAI”) AND (“prognosis” OR “diagnosis” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

  • 39.

    (“interpretable AI” OR “interpretable machine learning” OR “interpretable deep learning” OR “XAI”) AND (“prognostic” OR “diagnostic” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

  • 40.

    (“interpretable AI” OR “interpretable machine learning” OR “interpretable deep learning” OR “XAI”) AND (“prognosis” OR “diagnosis” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

 Article type: Research Articles,
Subject areas: Engineering and Computer Science, Years: 2015–2021
Springer
Link
22/02/21		 291   Using ‘With all the words’:
  • 41.

    “explainable” OR “interpretable” AND “prognos”

  • 42.

    “explainable” OR “interpretable” AND “prognos”

  • 43.

    “explainable” OR “interpretable” AND “diagnos”

  • 44.

    “explainable” OR “interpretable” AND “diagnos”

  • 45.

    “explainable” OR “interpretable” AND “RUL”

  • 46.

    “explainable” OR “interpretable” AND “RUL”

  • 47.

    “explainable” OR “interpretable” AND “remaining useful life”

  • 48.

    “explainable” OR “interpretable” AND “remaining useful life”

  • 49.

    “explainable” OR “interpretable” AND “anomaly detection”

  • 50.

    “explainable” OR “interpretable” AND “anomaly detection”

 Content Type: Article,
Discipline: Computer Science or Engineering,
Language: English,
Show documents published: 2015–2021
ACM Digital Library
28/05/21		 75   Using ‘Publication Title, Abstract and Keywords’:
  • 51.

    Publication Title: explainable or interpretable AND Publication Title: (prognos OR diagnos OR “anomaly detection” OR RUL OR “remaining useful life”

  • 52.

    Abstract: explainable or interpretable AND Abstract: (prognos OR diagnos OR “anomaly detection” OR RUL OR “remaining useful life”

  • 53.

    Keywords: explainable or interpretable AND Keywords: (prognos OR diagnos OR “anomaly detection” OR RUL OR “remaining useful life”

 Publications: Journal, Content Type: Research Article, Publication Date:
2015–2021
Scopus
27/02/21		 1931
  • 54.

    (“explainable” OR “interpretable”) AND (“prognostic” OR “diagnostic” OR “prognosis” OR “diagnosis” OR “anomaly detection” OR “RUL” OR “remaining useful life”)

 Limited to: Article,
Publication stage: Final,
Subject Area: Engineering and Comput Science,
Language: English,
Exclude: Medical, Published from: 2015–2021