Adrian Calma - Concepedia

Author

Adrian Calma

University of Kassel ORCID

Also Known As

Adrian Calma, Calma, Adrian

Publications

459

Citations

H-Index

Concepts

All Affiliations

University of Kassel University of St.Gallen Intel (Germany)

About

Adrian Calma is an author at University of Kassel specializing in computer science, data science, and artificial intelligence.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	382
2	Computer Science	8	8	382
3	Data Science	8	8	382
4	Education	3	3	53
5	Management	1	1	20

Adrian Calma

Publications

416

Citations

H-Index

Page 1

	Year	Citations
The Future of Human-AI Collaboration: A Taxonomy of Design Knowledge for Hybrid Intelligence Systems Dominik Dellermann, Adrian Calma, Nikolaus Lipusch, Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences Artificial IntelligenceEngineeringMachine LearningCollaborative DesignMachine Learning Tool	2019	210
Transductive active learning – A new semi-supervised learning approach based on iteratively refined generative models to capture structure in data Tobias Reitmaier, Adrian Calma, Bernhard Sick Information Sciences Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2014	47
Semi-supervised active learning for support vector machines: A novel approach that exploits structure information in data Adrian Calma, Tobias Reitmaier, Bernhard Sick Information Sciences Artificial IntelligenceData ClassificationSupport Vector MachineEngineeringMachine Learning	2018	34
The future of human-AI collaboration: a taxonomy of design knowledge for\n hybrid intelligence systems Dominik Dellermann, Adrian Calma, Nikolaus Lipusch, arXiv (Cornell University)	2021	34
From Active Learning to Dedicated Collaborative Interactive Learning Adrian Calma, Jan Marco Leimeister, Paul Lukowicz, Alexandria (UniSG) (University of St.Gallen) Artificial IntelligenceEngineeringMachine LearningEducationMachine Learning Paradigm	2016	25
Challenges of Reliable, Realistic and Comparable Active Learning Evaluation Daniel Kottke, Adrian Calma, Denis Huseljic, Data Archiving and Networked Services (DANS) Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsMining Methods	2017	20
Learning to Learn: Dynamic Runtime Exploitation of Various Knowledge Sources and Machine Learning Paradigms Adrian Calma, Daniel Kottke, Bernhard Sick, Artificial IntelligenceEngineeringMachine LearningMeta-learningAlgorithmic Learning	2017	18
Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments -- Opportunistic Collaborative Interactive Learning Gernot Bahle, Adrian Calma, Jan Marco Leimeister, Artificial IntelligenceEngineeringEducationSensor ObservationsIntelligent Systems	2016	14
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification Marek Herde, Denis Huseljic, Bernhard Sick, IEEE Access Artificial IntelligenceData AnnotationEngineeringMachine LearningFeature Selection	2021	14

Page 1