Explainable and interpretable machine learning and data mining.
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DMKD |
2024 |
0 |
Explanatory machine learning for sequential human teaching.
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MLJ |
2023 |
0 |
An Interactive Explanatory AI System for Industrial Quality Control.
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AAAI |
2022 |
2 |
Explaining with Attribute-Based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust.
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ILP |
2022 |
0 |
Generating contrastive explanations for inductive logic programming based on a near miss approach.
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MLJ |
2022 |
0 |
Explaining Machine Learned Relational Concepts in Visual Domains - Effects of Perceived Accuracy on Joint Performance and Trust.
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Cognitive Science |
2021 |
0 |
Beneficial and harmful explanatory machine learning.
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MLJ |
2021 |
0 |
Automatic Detection of Pain from Facial Expressions: A Survey.
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TPAMI |
2021 |
0 |
Verifying Deep Learning-based Decisions for Facial Expression Recognition.
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ESANN |
2020 |
6 |
Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP.
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MLJ |
2018 |
93 |
Explaining Black-Box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules.
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ILP |
2018 |
21 |
Was the Year 2000 a Leap Year? Step-Wise Narrowing Theories with Metagol.
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ILP |
2018 |
3 |
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract).
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IJCAI |
2017 |
3 |
The Impact of Presentation Order on Category Learning Strategies: Behavioral Data and Self-Reports.
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Cognitive Science |
2017 |
0 |
Computer models solving intelligence test problems: Progress and implications.
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Artificial Intelligence |
2016 |
70 |
How Does Predicate Invention Affect Human Comprehensibility?
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ILP |
2016 |
37 |
A Practical Approach to Fuse Shape and Appearance Information in a Gaussian Facial Action Estimation Framework.
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ECAI |
2016 |
5 |
A cognitive model for predicting esthetical judgements as similarity to dynamic prototypes.
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Cognitive System Research |
2013 |
8 |
Analogical Problem Solving: Insights from Verbal Reports.
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Cognitive Science |
2012 |
5 |
The challenge of complexity for cognitive systems.
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Cognitive System Research |
2011 |
44 |
Inductive rule learning on the knowledge level.
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Cognitive System Research |
2011 |
56 |
Data-Driven Detection of Recursive Program Schemes.
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ECAI |
2010 |
2 |
Transformational and derivational strategies in analogical problem solving.
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Cognitive Processing |
2007 |
7 |
Inductive Synthesis of Functional Programs: An Explanation Based Generalization Approach.
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JMLR |
2006 |
5 |
Induction of Recursive Program Schemes.
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ECML/PKDD |
1998 |
35 |