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Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.431-449, ⟨10.1007/978-3-030-57321-8_24⟩
Conference papers
hal-03414725v1
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ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.281-300, ⟨10.1007/978-3-030-57321-8_16⟩
Conference papers
hal-03414731v1
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Property-Based Testing for Parameter Learning of Probabilistic Graphical Models4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.499-515, ⟨10.1007/978-3-030-57321-8_28⟩
Conference papers
hal-03414744v1
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Applying AI in Practice: Key Challenges and Lessons Learned4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.451-471, ⟨10.1007/978-3-030-57321-8_25⟩
Conference papers
hal-03414730v1
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A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.191-208, ⟨10.1007/978-3-030-57321-8_11⟩
Conference papers
hal-03414735v1
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Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.1-16, ⟨10.1007/978-3-030-57321-8_1⟩
Conference papers
hal-03414756v1
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Explainable Reinforcement Learning: A Survey4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.77-95, ⟨10.1007/978-3-030-57321-8_5⟩
Conference papers
hal-03414722v1
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Active Learning for Auditory Hierarchy4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.365-384, ⟨10.1007/978-3-030-57321-8_20⟩
Conference papers
hal-03414715v1
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An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.517-534, ⟨10.1007/978-3-030-57321-8_29⟩
Conference papers
hal-03414739v1
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eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters4th 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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Back to the Feature: A Neural-Symbolic Perspective on Explainable AI4th 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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