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Influence of Data Characteristics on Machine Learning Classification Performance and Stability of SHapley Additive exPlanations

Referentgranskad
Öppen tillgång
DOI
10.14428/esann/2024.es2024-107
Ihalapathirana, Anusha; Chandra, Gunjan; Lavikainen, Piia; Siirtola, Pekka; Tamminen, Satu; Talukder...
European symposium on artificial neural networks, computational intelligence and machine learning2024

A Shapley-value Approach for Influence Attribution

Referentgranskad
Papapetrou, Panagiotis; Gionis, Aristides; Mannila, Heikki
ACM2011

On Computational Explanations

Referentgranskad
DOI
10.1007/s11229-016-1101-5
Rusanen, Anna-Mari; Lappi, Otto
Synthese2016

Almost stable matchings by truncating the Gale-Shapley algorithm

Referentgranskad
Floréen, Patrik; Kaski, Petteri; Polishchuk, Valentin; Suomela, Jukka
Algorithmica2010

Persuasive explanations for recommender systems: how explanations can influence users’ choices?

Referentgranskad
Öppen tillgång
DOI
10.1016/j.ijhcs.2025.103720
Rahman S.M. Tahsinur; Siemon Dominik; Ruotsalo Tuukka
International Journal of Human-Computer Studies2026

Comparison of Contextual Importance and Utility with LIME and Shapley Values

Referentgranskad
Öppen tillgång
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 ...2021

Management of regional fisheries organizations: An application of the shapley value

Lindroos, M.
-1998

Counterfactual Explanations for Group Recommendations

Referentgranskad
Öppen tillgång
Stratigi, Maria; Bikakis, Nikos; Stefanidis, Kostas
CEUR Workshop Proceedings2025

Finding Real and Fake Explanations

Referentgranskad
Öppen tillgång
Green, Sarah
Cornell University Press2023

There Are No Mathematical Explanations

Referentgranskad
Öppen tillgång
DOI
10.1086/711479
Kuorikoski, Jaakko
Philosophy of Science2021

Influence of Data Characteristics on Machine Learning Classification Performance and Stability of SHapley Additive exPlanations

Referentgranskad
Öppen tillgång
DOI
10.14428/esann/2024.es2024-107
2024

A Shapley-value Approach for Influence Attribution

Referentgranskad
2011

On Computational Explanations

Referentgranskad
DOI
10.1007/s11229-016-1101-5
2016

Almost stable matchings by truncating the Gale-Shapley algorithm

Referentgranskad
2010

Persuasive explanations for recommender systems: how explanations can influence users’ choices?

Referentgranskad
Öppen tillgång
DOI
10.1016/j.ijhcs.2025.103720
2026

Comparison of Contextual Importance and Utility with LIME and Shapley Values

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

Management of regional fisheries organizations: An application of the shapley value

1998

Counterfactual Explanations for Group Recommendations

Referentgranskad
Öppen tillgång
2025

Finding Real and Fake Explanations

Referentgranskad
Öppen tillgång
2023

There Are No Mathematical Explanations

Referentgranskad
Öppen tillgång
DOI
10.1086/711479
2021