Kamil Faber
Orcid: 0000-0003-4221-0017
According to our database1,
Kamil Faber
authored at least 25 papers
between 2009 and 2025.
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Collaborative distances:
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Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2025
SoftwareX, 2025
2024
Mach. Learn., October, 2024
AD-NEv++ : The multi-architecture neuroevolution-based multivariate anomaly detection framework.
CoRR, 2024
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights.
IEEE Access, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
AD-NEv++ - The multi-architecture neuroevolution-based multivariate anomaly detection framework.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
2023
Neural Networks, August, 2023
Ada-QPacknet - adaptive pruning with bit width reduction as an efficient continual learning method without forgetting.
CoRR, 2023
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection.
CoRR, 2023
CoRR, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Ada-QPacknet - Multi-Task Forget-Free Continual Learning with Quantization Driven Adaptive Pruning.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2.
Proceedings of the Conference on Lifelong Learning Agents, 2022
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games.
Proceedings of the Second International Conference on AI-ML Systems, 2022
2021
Ensemble Neuroevolution-Based Approach for Multivariate Time Series Anomaly Detection.
Entropy, 2021
Fast and scalable neuroevolution deep learning architecture search for multivariate anomaly detection.
CoRR, 2021
Ensemble neuroevolution based approach for multivariate time series anomaly detection.
CoRR, 2021
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2009
Proceedings of the International Conference on Image Processing, 2009