Ute Schmid

27 publications

15 venues

H Index 11

Affiliation

University of Bamberg, Faculty Information Systems and Applied Computer Sciences, Germany
University of Osnabr ck, Institute of Computer Science, Germany
TU Berlin, Department of Computer Science, Germany

Links

Name Venue Year citations
Can Humans Teach Machines to Code? AAAI 2026 0
Explainable and interpretable machine learning and data mining. DMKD 2024 41
FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework. IROS 2024 30
Explanatory machine learning for sequential human teaching. MLJ 2023 0
An Interactive Explanatory AI System for Industrial Quality Control. AAAI 2022 11
Explaining with Attribute-Based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust. ILP 2022 0
Generating contrastive explanations for inductive logic programming based on a near miss approach. MLJ 2022 0
Explaining Machine Learned Relational Concepts in Visual Domains - Effects of Perceived Accuracy on Joint Performance and Trust. Cognitive Science 2021 9
Beneficial and harmful explanatory machine learning. MLJ 2021 0
Automatic Detection of Pain from Facial Expressions: A Survey. TPAMI 2021 0
Verifying Deep Learning-based Decisions for Facial Expression Recognition. ESANN 2020 7
Was the Year 2000 a Leap Year? Step-Wise Narrowing Theories with Metagol. ILP 2018 3
Explaining Black-Box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules. ILP 2018 39
Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP. MLJ 2018 31
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI 2017 3
The Impact of Presentation Order on Category Learning Strategies: Behavioral Data and Self-Reports. Cognitive Science 2017 0
A Practical Approach to Fuse Shape and Appearance Information in a Gaussian Facial Action Estimation Framework. ECAI 2016 7
Computer models solving intelligence test problems: Progress and implications. Artificial Intelligence 2016 91
How Does Predicate Invention Affect Human Comprehensibility? ILP 2016 44
A cognitive model for predicting esthetical judgements as similarity to dynamic prototypes. Cognitive System Research 2013 0
Analogical Problem Solving: Insights from Verbal Reports. Cognitive Science 2012 5
Inductive rule learning on the knowledge level. Cognitive System Research 2011 60
The challenge of complexity for cognitive systems. Cognitive System Research 2011 44
Data-Driven Detection of Recursive Program Schemes. ECAI 2010 1
Transformational and derivational strategies in analogical problem solving. Cognitive Processing 2007 7
Inductive Synthesis of Functional Programs: An Explanation Based Generalization Approach. JMLR 2006 113
Induction of Recursive Program Schemes. ECML/PKDD 1998 34
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