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Patrick Hemmer
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Human-AI Complementarity in Hybrid Intelligence Systems: A Structured Literature Review
P Hemmer, M Schemmer, M Vössing, N Kühl
Pacific Asia Conference on Information Systems (PACIS), 2021
862021
Deal: Deep Evidential Active Learning for Image Classification
P Hemmer, N Kühl, J Schöffer
International Conference on Machine Learning and Applications (ICMLA), 2020
552020
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making
M Schemmer, P Hemmer, N Kühl, C Benz, G Satzger
CHI Conference on Human Factors in Computing Systems (CHI '22), Workshop on …, 2022
492022
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
M Schemmer, P Hemmer, M Nitsche, N Kühl, M Vössing
AAAI/ACM Conference on AI, Ethics, and Society (AIES’22), 2022
412022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
P Hemmer, S Schellhammer, M Vössing, J Jakubik, G Satzger
International Joint Conference on Artificial Intelligence (IJCAI), 2022
242022
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
P Hemmer, M Westphal, M Schemmer, S Vetter, M Vössing, G Satzger
International Conference on Intelligent User Interfaces (IUI '23), 2023
222023
On the Effect of Information Asymmetry in Human-AI Teams
P Hemmer, M Schemmer, N Kühl, M Vössing, G Satzger
CHI Conference on Human Factors in Computing Systems (CHI '22), ACM CHI …, 2022
222022
Factors that Influence the Adoption of Human-AI Collaboration in Clinical Decision-Making
P Hemmer, M Schemmer, L Riefle, N Rosellen, M Vössing, N Kühl
European Conference on Information Systems (ECIS), 2022
192022
On the Influence of Cognitive Styles on Users' Understanding of Explanations
L Riefle, P Hemmer, C Benz, M Vössing, J Pries
International Conference on Information Systems (ICIS), 2022
72022
Learning to Defer with Limited Expert Predictions
P Hemmer, L Thede, M Vössing, J Jakubik, N Kühl
AAAI Conference on Artificial Intelligence (AAAI), 2023
62023
Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry
P Hemmer, N Kühl, J Schöffer
Hawaii International Conference on Systems Sciences (HICSS-55) , 2022
62022
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning
J Jakubik, B Blumenstiel, M Voessing, P Hemmer
Wirtschaftsinformatik 2022 (WI), 2022
52022
Designing Resilient AI-based Robo-Advisors: A Prototype for Real Estate Appraisal
M Schemmer, P Hemmer, N Kühl, S Schäfer
International Conference on Design Science Research in Information Systems …, 2022
42022
Designing a Human-in-the-Loop System for Object Detection in Floor Plans
J Jakubik, P Hemmer, M Vössing, B Blumenstiel, A Bartos, K Mohr
AAAI Conference on Artificial Intelligence (AAAI), 2022
32022
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice
M Schemmer, A Bartos, P Spitzer, P Hemmer, N Kühl, J Liebschner, ...
International Conference on Information Systems (ICIS), 2023
22023
Object Detection in Floor Plans: Lessons From Designing a Human-in-the-Loop System
P Hemmer, M Vössing, B Blumenstiel
Artificial Intelligence in Architecture, Engineering and Construction (2021 …, 2021
22021
On the Effect of Contextual Information on Human Delegation Behavior in Human-AI Collaboration
P Spitzer, J Holstein, P Hemmer, M Vössing, N Kühl, D Martin, G Satzger
arXiv preprint arXiv:2401.04729, 2024
12024
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
J Jakubik, D Weber, P Hemmer, M Vössing, G Satzger
Wirtschaftsinformatik 2023 (WI), 2023
12023
Entwicklung eines Human-in-the-Loop-Systems zur Objekterkennung in Grundrissen
J Jakubik, P Hemmer, M Vössing, B Blumenstiel, A Bartos, K Mohr
Künstliche Intelligenz im Bauwesen: Grundlagen und Anwendungsfälle, 121-136, 2024
2024
Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence
P Hemmer, M Schemmer, N Kühl, M Vössing, G Satzger
arXiv preprint arXiv:2404.00029, 2024
2024
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