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Improving Short Text Classification Through Global Augmentation Methods4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.385-399, ⟨10.1007/978-3-030-57321-8_21⟩
Conference papers
hal-03414750v1
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Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.401-422, ⟨10.1007/978-3-030-57321-8_22⟩
Conference papers
hal-03414746v1
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Scenario-Based Requirements Elicitation for User-Centric Explainable AI4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.321-341, ⟨10.1007/978-3-030-57321-8_18⟩
Conference papers
hal-03414721v1
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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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The Explanation Game: Explaining Machine Learning Models Using Shapley Values4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.17-38, ⟨10.1007/978-3-030-57321-8_2⟩
Conference papers
hal-03414754v1
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An Efficient Method for Mining Informative Association Rules in Knowledge Extraction4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.227-247, ⟨10.1007/978-3-030-57321-8_13⟩
Conference papers
hal-03414741v1
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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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Analysis of Optical Brain Signals Using Connectivity Graph Networks4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.485-497, ⟨10.1007/978-3-030-57321-8_27⟩
Conference papers
hal-03414723v1
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Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees4th 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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Cooperation Between Data Analysts and Medical Experts: A Case Study4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.173-190, ⟨10.1007/978-3-030-57321-8_10⟩
Conference papers
hal-03414736v1
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Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case4th 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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Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.301-320, ⟨10.1007/978-3-030-57321-8_17⟩
Conference papers
hal-03414751v1
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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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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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Function Space Pooling for Graph Convolutional Networks4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.473-483, ⟨10.1007/978-3-030-57321-8_26⟩
Conference papers
hal-03414745v1
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The European Legal Framework for Medical AI4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.209-226, ⟨10.1007/978-3-030-57321-8_12⟩
Conference papers
hal-03414719v1
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Non-local Second-Order Attention Network for Single Image Super Resolution4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.267-279, ⟨10.1007/978-3-030-57321-8_15⟩
Conference papers
hal-03414726v1
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Machine Learning and Knowledge ExtractionSpringer International Publishing, LNCS-12279, 2020, Lecture Notes in Computer Science, 978-3-030-57320-1. ⟨10.1007/978-3-030-57321-8⟩
Books
hal-03414737v1
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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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Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.57-76, ⟨10.1007/978-3-030-57321-8_4⟩
Conference papers
hal-03414729v1
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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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Inter-space Machine Learning in Smart Environments4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.535-549, ⟨10.1007/978-3-030-57321-8_30⟩
Conference papers
hal-03414757v1
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A Clustering Backed Deep Learning Approach for Document Layout Analysis4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.423-430, ⟨10.1007/978-3-030-57321-8_23⟩
Conference papers
hal-03414749v1
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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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Interpretation of SVM Using Data Mining Technique to Extract Syllogistic Rules4th 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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On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.343-363, ⟨10.1007/978-3-030-57321-8_19⟩
Conference papers
hal-03414742v1
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A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.97-115, ⟨10.1007/978-3-030-57321-8_6⟩
Conference papers
hal-03414720v1
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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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