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Contextual Background Estimation for Explainable AI in Temperature Prediction

Contextual Background Estimation for Explainable AI in Temperature Prediction

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f06fa849bc8748c29ce9226c50883cc1

Contextual Background Estimation for Explainable AI in Temperature Prediction

About this item

Full title

Contextual Background Estimation for Explainable AI in Temperature Prediction

Publisher

Basel: MDPI AG

Journal title

Applied sciences, 2025-02, Vol.15 (3), p.1057

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Accurate weather prediction and electrical load modeling are critical for optimizing energy systems and mitigating environmental impacts. This study explores the integration of the novel Mean Background Method and Background Estimation Method with Explainable Artificial Intelligence (XAI) with the aim to enhance the evaluation and understanding of...

Alternative Titles

Full title

Contextual Background Estimation for Explainable AI in Temperature Prediction

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_f06fa849bc8748c29ce9226c50883cc1

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f06fa849bc8748c29ce9226c50883cc1

Other Identifiers

ISSN

2076-3417

E-ISSN

2076-3417

DOI

10.3390/app15031057

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