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Keywords : Explainable AI
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Quantifying the Demand for Explainability

 Thomas Weber , Heinrich Hußmann , Malin Eiband
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.652-661, ⟨10.1007/978-3-030-85616-8_38⟩
Conference papers hal-04196850v1
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Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees

 Annabelle Redelmeier , Martin Jullum , Kjersti Aas
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.117-137, ⟨10.1007/978-3-030-57321-8_7⟩
Conference papers hal-03414718v1
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Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification

 Ghanshyam Verma , Alokkumar Jha , Dietrich Rebholz-Schuhmann , Michael G. Madden
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.147-167, ⟨10.1007/978-3-030-29726-8_10⟩
Conference papers hal-02520052v1
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Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case

 Lukas Felsberger , Andrea Apollonio , Thomas Cartier-Michaud , Andreas Müller , Benjamin Todd , et al.
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.139-158, ⟨10.1007/978-3-030-57321-8_8⟩
Conference papers hal-03414728v1
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Artificial Intelligence for Humankind: A Panel on How to Create Truly Interactive and Human-Centered AI for the Benefit of Individuals and Society

 Albrecht Schmidt , Fosca Giannotti , Wendy E. Mackay , Ben Shneiderman , Kaisa Väänänen
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.335-339, ⟨10.1007/978-3-030-85607-6_32⟩
Conference papers hal-03603481v1
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Human-XAI Interaction: A Review and Design Principles for Explanation User Interfaces

 Michael Chromik , Andreas Butz
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.619-640, ⟨10.1007/978-3-030-85616-8_36⟩
Conference papers hal-04196873v1
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Service-Oriented Justification of Recommender System Suggestions

 Noemi Mauro , Zhongli Filippo Hu , Liliana Ardissono
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.321-330, ⟨10.1007/978-3-030-85613-7_23⟩
Conference papers hal-04292365v1
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New Frontiers in Explainable AI: Understanding the GI to Interpret the GO

 Federico Cabitza , Andrea Campagner , Davide Ciucci
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.27-47, ⟨10.1007/978-3-030-29726-8_3⟩
Conference papers hal-02520038v1
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Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI

 Andreas Holzinger , Peter Kieseberg , Edgar Weippl , A Min Tjoa
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.1-8, ⟨10.1007/978-3-319-99740-7_1⟩
Conference papers hal-02060058v1
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eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters

 Fabio Mercorio , Mario Mezzanzanica , Andrea Seveso
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.159-172, ⟨10.1007/978-3-030-57321-8_9⟩
Conference papers hal-03414738v1
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Making SHAP Rap: Bridging Local and Global Insights Through Interaction and Narratives

 Michael Chromik
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.641-651, ⟨10.1007/978-3-030-85616-8_37⟩
Conference papers hal-04196858v1
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Trust Indicators and Explainable AI: A Study on User Perceptions

 Delphine Ribes , Nicolas Henchoz , Hélène Portier , Lara Defayes , Thanh-Trung Phan , et al.
18th IFIP Conference on Human-Computer Interaction (INTERACT), Aug 2021, Bari, Italy. pp.662-671, ⟨10.1007/978-3-030-85616-8_39⟩
Conference papers hal-04196849v1
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KANDINSKY Patterns as IQ-Test for Machine Learning

 Andreas Holzinger , Michael Kickmeier-Rust , Heimo Müller
3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.1-14, ⟨10.1007/978-3-030-29726-8_1⟩
Conference papers hal-02520058v1
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Back to the Feature: A Neural-Symbolic Perspective on Explainable AI

 Andrea Campagner , Federico Cabitza
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.39-55, ⟨10.1007/978-3-030-57321-8_3⟩
Conference papers hal-03414734v1
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Interpretation of SVM Using Data Mining Technique to Extract Syllogistic Rules

 Sanjay Sekar Samuel , Nik Abdullah , Anil Raj
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.249-266, ⟨10.1007/978-3-030-57321-8_14⟩
Conference papers hal-03414717v1
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Explainable AI: the new 42?

 Randy Goebel , Ajay Chander , Katharina Holzinger , Freddy Lecue , Zeynep Akata , et al.
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.295-303, ⟨10.1007/978-3-319-99740-7_21⟩
Conference papers hal-01934928v1
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