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Contextual Importance and Utility: A Theoretical Foundation

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DOI
10.1007/978-3-030-97546-3_10
Främling, Kary
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2022Publicationer information ikon

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

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DOI
10.1007/978-3-031-44064-9_32
Malhi, Avleen; Apopei, Vlad; Främling, Kary
Communications in Computer and Information Science2023Publicationer information ikon

Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection

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Fouladgar, Nazanin; Alirezaie, Marjan; Främling, Kary
CEUR Workshop Proceedings2020Publicationer information ikon

Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility

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DOI
10.1007/978-3-031-40878-6_16
Främling, Kary
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2023Publicationer information ikon

Exploring Contextual Importance and Utility in Explaining Affect Detection

Referentgranskad
DOI
10.1007/978-3-030-77091-4_1
Fouladgar, Nazanin; Alirezaie, Marjan; Främling, Kary
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2021Publicationer information ikon

Comparison of Contextual Importance and Utility with LIME and Shapley Values

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DOI
10.1007/978-3-030-82017-6_3
Främling, Kary; Westberg, Marcus; Jullum, Martin; Madhikermi, Manik; Malhi, Avleen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2021Publicationer information ikon

py_ciu_image : A Python Library for Explaining Image Classification with Contextual Importance and Utility

Referentgranskad
DOI
10.1007/978-3-031-70074-3_10
Främling, Kary; Apopei, Ioan Vlad; Pihlgren, Gustav Grund; Malhi, Avleen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2024Publicationer information ikon

ciu.image An R Package for Explaining Image Classification with Contextual Importance and Utility

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DOI
10.1007/978-3-030-82017-6_4
Främling, Kary; Knapic̆, Samanta; Malhi, Avleen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2021Publicationer information ikon

ciu Contextual Importance and Utility

Främling, Kary
The Comprehensive R Archive Network (CRAN)2020Publicationer information ikon

An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

Referentgranskad
DOI
10.1007/978-3-031-44064-9_29
Malhi, Avleen; Främling, Kary
Communications in Computer and Information Science2023

Contextual Importance and Utility: A Theoretical Foundation

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-030-97546-3_10
2022

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

Referentgranskad
DOI
10.1007/978-3-031-44064-9_32
2023

Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection

Referentgranskad
Öppen tillgång
2020

Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-031-40878-6_16
2023

Exploring Contextual Importance and Utility in Explaining Affect Detection

Referentgranskad
DOI
10.1007/978-3-030-77091-4_1
2021

Comparison of Contextual Importance and Utility with LIME and Shapley Values

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-030-82017-6_3
2021

py_ciu_image : A Python Library for Explaining Image Classification with Contextual Importance and Utility

Referentgranskad
DOI
10.1007/978-3-031-70074-3_10
2024

ciu.image An R Package for Explaining Image Classification with Contextual Importance and Utility

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-030-82017-6_4
2021

ciu Contextual Importance and Utility

2020

An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

Referentgranskad
DOI
10.1007/978-3-031-44064-9_29
2023