Andreas Holzinger - Concepedia

Author

Andreas Holzinger

Also Known As

A Holzinger, A. HOLZINGER, A. Holzinger, ANDREAS HOLZINGER, Andreas Holzinger, Asher, Nicholas, Astrid Holzinger, Brauner, Philipp, Bursa, Miroslav, CD-MAKE 2022 Wien

808

Publications

25.3K

Citations

H-Index

422

Concepts

All Affiliations

Medical University of Graz Graz University of Technology BOKU University University of Graz Universität Innsbruck

About

Andreas Holzinger is an author at Medical University of Graz specializing in engineering, artificial intelligence, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	41	93	7.8K
2	Education	17	27	1.9K
3	Arts	12	13	568
4	Health Sciences	6	6	213
5	Business	1	1	14

Andreas Holzinger

199

Publications

14.9K

Citations

H-Index

Page 1

	Year	Citations
Usability engineering methods for software developers Andreas Holzinger Communications of the ACM Software MaintenanceEngineeringSoftware EngineeringCommunicationSoftware Analysis	2005	854
Interactive machine learning for health informatics: when do we need the human-in-the-loop? Andreas Holzinger Brain Informatics Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolReinforcement Learning (Educational Psychology)	2016	835
Successful implementation of user-centered game based learning in higher education: An example from civil engineering Martin Ebner, Andreas Holzinger Computers & Education Stem EducationUser-centered GameGame DesignCivil EngineeringDesign	2006	658
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger, Chris Biemann, Constantinos S. Pattichis, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningIntelligent DiagnosticsAi Foundation	2017	632
Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics Jianlong Zhou, Amir H. Gandomi, Fang Chen, Electronics Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolDiagnosis	2021	542
AI for life: Trends in artificial intelligence for biotechnology Andreas Holzinger, Katharina Keiblinger, Petr Holub, New Biotechnology Artificial IntelligenceEngineeringMachine LearningData ScienceCombat Desertification	2023	395
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions Luca Longo, Mario Brčić, Federico Cabitza, Information Fusion	2024	372
Measuring the Quality of Explanations: The System Causability Scale (SCS) Andreas Holzinger, André Carrington, Heimo Müller KI - Künstliche Intelligenz	2020	356
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI Andreas Holzinger, Bernd Malle, Anna Saranti, Information Fusion	2021	331
From Machine Learning to Explainable AI Andreas Holzinger	2018	275

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