Publications

Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2021). Scalable and Highly Available Multi-Objective Neural Architecture Search in Bare Metal Kubernetes Cluster. Deadline: March 2021.

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Andreas Klos (2021). Example application of the best performing, evolved neural networks during neural architecture search. Zenodo.

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Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2021). A Hierarchical Ensemble Transfer Learning Model for a Reliable Emergency Landing Field Identification. Deadline: February 2021.

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Andreas Klos (2020). Transfer Learning Models and Datasets for a Reliable Emergency Landing Field Identification. Zenodo.

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Andreas Klos (2020). Example Application for a Patch-Based Segmentation of Potential Emergency Landing Areas. Zenodo.

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Andreas Klos, Ralf Rüther (2020). Example application of the best performing Vector- Output model including sample data for traffic forecast of the city Hagen. Zenodo.

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Ralf Rüther, Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2020). Traffic Flow Forecast of Road Networks with Recurrent Neural Networks. arXiv.

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Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2020). Ensemble transfer learning for emergency landing field identification on moderate resource heterogeneous kubernetes cluster. arXiv.

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A. Klos, M. Rosenbaum, W. Schiffmann (2020). Emergency Landing Field Identification Based on a Hierarchical Ensemble Transfer Learning Model. 2020 Eighth International Symposium on Computing and Networking (CANDAR).

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Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2020). Emergency Landing Field Identification Based on a Hierarchical Ensemble Transfer Learning. Proceedings - 8th International Symposium on Computing and Networking, CANDAR.

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Marius Klein, Andreas Klos, Wolfram Schiffmann (2020). A Smart Flight Director for Emergency Landings with Dynamical Recalculation of Stable Glide Paths. AIAA AVIATION FORUM.

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Andreas Klos, Marius Rosenbaum, Wolfram Schiffmann (2019). Multi-Modal Image Processing Pipeline for a Reliable Emergency Landing Field Identification. 5th CEAS Conference on Guidance, Navigation and Control.

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Sebastian Litzinger, Andreas Klos, Wolfram Schiffmann (2019). Compute-Efficient Neural Network Architecture Optimization by a Genetic Algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

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Marius Klein, Andreas Klos, Jörg Lenhardt, Wolfram Schiffmann (2018). Wind-Aware Emergency Landing Assistant Based on Dubins Curves. Proceedings - 5th International Symposium on Computing and Networking, CANDAR.

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Marius Klein, Andreas Klos, Jörg Lenhardt, Wolfram Schiffmann (2018). Moving target approach for wind-aware flight path generation. International Journal of Networking and Computing.

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