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Christian Gruhl
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Self-improving system integration: Mastering continuous change
K Bellman, J Botev, A Diaconescu, L Esterle, C Gruhl, C Landauer, ...
Future Generation Computer Systems 117, 29-46, 2021
522021
A building block for awareness in technical systems: Online novelty detection and reaction with an application in intrusion detection
C Gruhl, B Sick, A Wacker, S Tomforde, J Hähner
2015 IEEE 7th International Conference on Awareness Science and Technology …, 2015
452015
Novelty detection in continuously changing environments
C Gruhl, B Sick, S Tomforde
Future Generation Computer Systems 114, 138-154, 2021
402021
Self-improving system integration-status and challenges after five years of SISSY
K Bellman, J Botev, A Diaconescu, L Esterle, C Gruhl, C Landauer, ...
2018 IEEE 3rd International Workshops on Foundations and Applications of …, 2018
402018
" Know Thyself"-Computational Self-Reflection in Intelligent Technical Systems
S Tomforde, J Hähner, S Von Mammen, C Gruhl, B Sick, K Geihs
2014 IEEE Eighth International Conference on Self-Adaptive and Self …, 2014
372014
Self-improving system integration-on a definition and characteristics of the challenge
KL Bellman, C Gruhl, C Landauer, S Tomforde
2019 IEEE 4th International Workshops on Foundations and Applications of …, 2019
282019
Chariot-towards a continuous high-level adaptive runtime integration testbed
CM Barnes, K Bellman, J Botev, A Diaconescu, L Esterle, C Gruhl, ...
2019 IEEE 4th International Workshops on Foundations and Applications of …, 2019
192019
Novelty detection with CANDIES: a holistic technique based on probabilistic models
C Gruhl, B Sick
International Journal of Machine Learning and Cybernetics 9, 927-945, 2018
182018
Aspects of measuring and evaluating the integration status of a (sub-) system at runtime
C Gruhl, S Tomforde, B Sick
2018 IEEE 3rd International Workshops on Foundations and Applications of …, 2018
112018
Towards autonomous self-tests at runtime
H Heck, S Rudolph, C Gruhl, A Wacker, J Hähner, B Sick, S Tomforde
2016 IEEE 1st International Workshops on Foundations and Applications of …, 2016
112016
Anomaly based resilient network intrusion detection using inferential autoencoders
A Hannan, C Gruhl, B Sick
2021 IEEE International Conference on Cyber Security and Resilience (CSR), 1-7, 2021
92021
Variational Bayesian inference for hidden Markov models with multivariate Gaussian output distributions
C Gruhl, B Sick
arXiv preprint arXiv:1605.08618, 2016
92016
Multi-k-resilience in distributed adaptive cyber-physical systems
H Heck, C Gruhl, S Rudolph, A Wacker, B Sick, J Haehner
ARCS 2016; 29th International Conference on Architecture of Computing …, 2016
92016
Fairness, performance, and robustness: Is there a cap theorem for self-adaptive and self-organising systems?
S Tomforde, C Gruhl
2020 IEEE International Conference on Autonomic Computing and Self …, 2020
72020
NDNET: a unified framework for anomaly and novelty detection
J Decke, J Schmeißing, D Botache, M Bieshaar, B Sick, C Gruhl
International Conference on Architecture of Computing Systems, 197-210, 2022
62022
The problem with real-world novelty detection-issues in multivariate probabilistic models
C Gruhl, A Hannan, Z Huang, C Nivarthi, S Vogt
2021 IEEE international conference on autonomic computing and self …, 2021
62021
A concept for intelligent collaborative network intrusion detection
C Gruhl, F Beer, H Heck, B Sick, U Buehler, A Wacker, S Tomforde
ARCS 2017; 30th International Conference on Architecture of Computing …, 2017
62017
Proactive hybrid learning and optimisation in self-adaptive systems: The swarm-fleet infrastructure scenario
C Krupitzer, C Gruhl, B Sick, S Tomforde
Information and Software Technology 145, 106826, 2022
52022
Ohodin–online anomaly detection for data streams
C Gruhl, S Tomforde
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
52021
Explicit consideration of resilience in organic computing design processes
S Tomforde, P Gelhausen, C Gruhl, I Häring, B Sick
ARCS Workshop 2019; 32nd International Conference on Architecture of …, 2019
52019
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Articles 1–20