Adrian Calma
Adrian Calma
Intelligent Embedded Systems Lab, University of Kassel
Verifisert e-postadresse på uni-kassel.de - Startside
Tittel
Sitert av
Sitert av
År
Transductive active learning–a new semi-supervised learning approach based on iteratively refined generative models to capture structure in data
T Reitmaier, A Calma, B Sick
Information Sciences 293, 275-298, 2015
392015
From active learning to dedicated collaborative interactive learning
A Calma, JM Leimeister, P Lukowicz, S Oeste-Reiß, T Reitmaier, ...
ARCS 2016; 29th International Conference on Architecture of Computing …, 2016
312016
Semi-supervised active learning for support vector machines: A novel approach that exploits structure information in data
A Calma, T Reitmaier, B Sick
Information Sciences 456, 13-33, 2018
182018
Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments--Opportunistic Collaborative Interactive Learning
G Bahle, A Calma, JM Leimeister, P Lukowicz, S Oeste-Reiß, T Reitmaier, ...
2016 IEEE International Conference on Autonomic Computing (ICAC), 315-324, 2016
172016
Learning to learn: Dynamic runtime exploitation of various knowledge sources and machine learning paradigms
A Calma, D Kottke, B Sick, S Tomforde
2017 IEEE 2nd International Workshops on Foundations and Applications of …, 2017
142017
The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems
D Dellermann, A Calma, N Lipusch, T Weber, S Weigel, P Ebel
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
132019
Challenges of reliable, realistic and comparable active learning evaluation
D Kottke, A Calma, D Huseljic, GM Krempl, B Sick
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning, 2-14, 2017
102017
Resp-knn: A semi-supervised classifier for sparsely labeled data in the field of organic computing
T Reitmaier, A Calma
Organic Computing: Doctoral Dissertation Colloquium, 85-99, 2014
52014
Simulation of Annotators for Active Learning: Uncertain Oracles.
A Calma, B Sick
IAL@ PKDD/ECML, 49-58, 2017
42017
A new vision of collaborative active learning
A Calma, T Reitmaier, B Sick, P Lukowicz, M Embrechts
arXiv preprint arXiv:1504.00284, 2015
42015
Active Learning With Realistic Data-A Case Study
A Calma, M Stolz, D Kottke, S Tomforde, B Sick
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
32018
The Other Human in The Loop–A Pilot Study to Find Selection Strategies for Active Learning
D Kottke, A Calma, D Huseljic, C Sandrock, G Kachergis, B Sick
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
22018
Machine learning in organic computing–a brief clarification of terms and concepts
M Bieshaar, A Calma, C Gruhl, S Rudolph, A Stein
22017
Semi-supervised active learning for support vector machines: A novel approach that exploits structure information in data
T Reitmaier, A Calma, B Sick
arXiv preprint arXiv:1610.03995, 2016
22016
Active Sorting–An Efficient Training of a Sorting Robot with Active Learning Techniques
M Herde, D Kottke, A Calma, M Bieshaar, S Deist, B Sick
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
12018
A concept for productivity tracking based on collaborative interactive learning techniques
A Calma, J Kuhn, JM Leimeister, P Lukowicz, S Oeste-Reiß, A Schmidt, ...
ARCS Workshop 2018; 31th International Conference on Architecture of …, 2018
12018
Decision Support with Hybrid Intelligence
A Calma, D Dellermann
12018
Leveraging the potentials of dedicated collaborative interactive learning: Conceptual foundations to overcome uncertainty by human-machine collaboration
A Calma, S Oeste-Reiß, B Sick, JM Leimeister
Available at SSRN 3116094, 2018
12018
Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality
C Sandrock, M Herde, A Calma, D Kottke, B Sick
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
2019
Making AI Ready for the Wild: The Hybrid Intelligence Unicorn Hunter
D Dellermann, A Calma
Available at SSRN 3245383, 2018
2018
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Artikler 1–20