Adrian Calma
Orcid: 0000-0003-4380-7018
According to our database1,
Adrian Calma
authored at least 16 papers
between 2015 and 2021.
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Bibliography
2021
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification.
IEEE Access, 2021
2020
Active learning with uncertain annotators: towards dedicated collaborative interactive learning.
PhD thesis, 2020
2019
Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality.
Proceedings of the International Joint Conference on Neural Networks, 2019
The Future of Human-AI Collaboration: A Taxonomy of Design Knowledge for Hybrid Intelligence Systems.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
2018
Semi-supervised active learning for support vector machines: A novel approach that exploits structure information in data.
Inf. Sci., 2018
The Other Human in The Loop - A Pilot Study to Find Selection Strategies for Active Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Leveraging the Potentials of Dedicated Collaborative Interactive Learning: Conceptual Foundations to Overcome Uncertainty by Human-Machine Collaboration.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
2017
Learning to Learn: Dynamic Runtime Exploitation of Various Knowledge Sources and Machine Learning Paradigms.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments - Opportunistic Collaborative Interactive Learning.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016
2015
Transductive active learning - A new semi-supervised learning approach based on iteratively refined generative models to capture structure in data.
Inf. Sci., 2015