Christian Gruhl
Orcid: 0000-0001-9838-3676
According to our database1,
Christian Gruhl
authored at least 41 papers
between 2014 and 2024.
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Bibliography
2024
Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems.
CoRR, 2024
Multi-Task Representation Learning with Temporal Attention for Zero-Shot Time Series Anomaly Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024
Spatial-Temporal Attention Graph Neural Network with Uncertainty Estimation for Remaining Useful Life Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2024
Time-Series Representation Learning via Heterogeneous Spatial-Temporal Contrasting for Remaining Useful Life Prediction.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024
From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in Solving Mesh-Based PDEs.
Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing.
Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024
2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023
2022
PhD thesis, 2022
Proactive hybrid learning and optimisation in self-adaptive systems: The swarm-fleet infrastructure scenario.
Inf. Softw. Technol., 2022
Proceedings of the Architecture of Computing Systems - 35th International Conference, 2022
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, 2022
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, 2022
2021
Future Gener. Comput. Syst., 2021
Future Gener. Comput. Syst., 2021
Towards Organic Distribution Systems - The Vision of Self-Configuring, Self-Organising, Self-Healing, and Self-Optimising Power Distribution Management.
CoRR, 2021
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021
The Problem with Real-World Novelty Detection - Issues in Multivariate Probabilistic Models.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021
Digital Shadows in Self-Improving System Integration: A Concept U sing Generative Modelling.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021
2020
Improving Self-Adaptation For Multi-Sensor Activity Recognition with Active Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
A Swarm-fleet Infrastructure as a Scenario for Proactive, Hybrid Adaptation of System Behaviour.
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020
Fairness, Performance, and Robustness: Is There a CAP Theorem for Self-adaptive and Self-organising Systems?
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020
2019
Self-Improving System Integration - On a Definition and Characteristics of the Challenge.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019
2018
Int. J. Mach. Learn. Cybern., 2018
Aspects of Measuring and Evaluating the Integration Status of a (Sub-)System at Runtime.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018
2016
Towards automation of knowledge understanding: An approach for probabilistic generative classifiers.
Inf. Sci., 2016
Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions.
CoRR, 2016
Detecting Novel Processes with CANDIES - An Holistic Novelty Detection Technique based on Probabilistic Models.
CoRR, 2016
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016
2015
A building block for awareness in technical systems: Online novelty detection and reaction with an application in intrusion detection.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
2014
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014