View in EDS HTML Full Text PDF Full Text

Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations.

Saved in:
Bibliographic Details
Title: Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations.
Authors: Daif, Noureddine1 (AUTHOR) n.daif@univ-skikda.dz, Di Nunno, Fabio2 (AUTHOR) fabio.dinunno@unicas.it, Granata, Francesco2 (AUTHOR) f.granata@unicas.it, Difi, Salah3 (AUTHOR) difisalah41@gmail.com, Kisi, Ozgur4,5,6 (AUTHOR) ozgur.kisi@th-luebeck.de, Heddam, Salim7 (AUTHOR) heddamsalim@yahoo.fr, Kim, Sungwon8 (AUTHOR) swkim1968@dyu.ac.kr, Adnan, Rana Muhammad9,10 (AUTHOR) rana@gzhu.edu.cn, Zounemat-Kermani, Mohammad11 (AUTHOR) mohammad.zounemat@gmail.com
Source: Stochastic Environmental Research & Risk Assessment. Jun2025, Vol. 39 Issue 6, p2551-2581. 31p.
Database: Environment Complete
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: eih
DbLabel: Environment Complete
An: 186136358
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Daif%2C+Noureddine%22">Daif, Noureddine</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> n.daif@univ-skikda.dz</i><br /><searchLink fieldCode="AR" term="%22Di+Nunno%2C+Fabio%22">Di Nunno, Fabio</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> fabio.dinunno@unicas.it</i><br /><searchLink fieldCode="AR" term="%22Granata%2C+Francesco%22">Granata, Francesco</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> f.granata@unicas.it</i><br /><searchLink fieldCode="AR" term="%22Difi%2C+Salah%22">Difi, Salah</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> difisalah41@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Kisi%2C+Ozgur%22">Kisi, Ozgur</searchLink><relatesTo>4,5,6</relatesTo> (AUTHOR)<i> ozgur.kisi@th-luebeck.de</i><br /><searchLink fieldCode="AR" term="%22Heddam%2C+Salim%22">Heddam, Salim</searchLink><relatesTo>7</relatesTo> (AUTHOR)<i> heddamsalim@yahoo.fr</i><br /><searchLink fieldCode="AR" term="%22Kim%2C+Sungwon%22">Kim, Sungwon</searchLink><relatesTo>8</relatesTo> (AUTHOR)<i> swkim1968@dyu.ac.kr</i><br /><searchLink fieldCode="AR" term="%22Adnan%2C+Rana+Muhammad%22">Adnan, Rana Muhammad</searchLink><relatesTo>9,10</relatesTo> (AUTHOR)<i> rana@gzhu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Zounemat-Kermani%2C+Mohammad%22">Zounemat-Kermani, Mohammad</searchLink><relatesTo>11</relatesTo> (AUTHOR)<i> mohammad.zounemat@gmail.com</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Stochastic+Environmental+Research+%26+Risk+Assessment%22">Stochastic Environmental Research & Risk Assessment</searchLink>. Jun2025, Vol. 39 Issue 6, p2551-2581. 31p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=186136358
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s00477-025-02984-4
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 31
        StartPage: 2551
    Titles:
      – TitleFull: Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Daif, Noureddine
      – PersonEntity:
          Name:
            NameFull: Di Nunno, Fabio
      – PersonEntity:
          Name:
            NameFull: Granata, Francesco
      – PersonEntity:
          Name:
            NameFull: Difi, Salah
      – PersonEntity:
          Name:
            NameFull: Kisi, Ozgur
      – PersonEntity:
          Name:
            NameFull: Heddam, Salim
      – PersonEntity:
          Name:
            NameFull: Kim, Sungwon
      – PersonEntity:
          Name:
            NameFull: Adnan, Rana Muhammad
      – PersonEntity:
          Name:
            NameFull: Zounemat-Kermani, Mohammad
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 06
              Text: Jun2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 14363240
          Numbering:
            – Type: volume
              Value: 39
            – Type: issue
              Value: 6
          Titles:
            – TitleFull: Stochastic Environmental Research & Risk Assessment
              Type: main
ResultId 1