Publications

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38 Publications visible to you, out of a total of 38

Parallelized rotation and flipping INvariant Kohonen maps (PINK) on GPUs

Astroinformatics

Abstract

Not specified

Authors: Kai L. Polsterer, Fabian Gieseke, Christian Igel, Bernd Doser, Nikolaos Gianniotis

Date Published: 2016

Publication Type: InProceedings

Citation: In European Symposium on Artificial Neural Networks (ESANN), pp. 405–410

Created: 7th Sep 2019 at 07:35, Last updated: 5th Mar 2024 at 21:23

Clustering of Complex Data-Sets Using Fractal Similarity Measures and Uncertainties

Astroinformatics

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Abstract

Not specified

Authors: Maximilian Hoecker, Kai Lars Polsterer, Sven Dennis Kugler, Vincent Heuveline

Date Published: 1st Oct 2015

Publication Type: InProceedings

DOI: 10.1109/CSE.2015.35

Citation: 2015 IEEE 18th International Conference on Computational Science and Engineering,pp.82-91,IEEE

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

Radio Galaxy Zoo: host galaxies and radio morphologies derived from visual inspection

Astroinformatics

Abstract

Not specified

Authors: A. R. López-Sánchez, W. P. Maksym, K. L. Polsterer, K. Borden, R. P. Hollow, L. Whyte

Date Published: 25th Sep 2015

Publication Type: Journal

DOI: 10.1093/mnras/stv1688

Citation: Mon. Not. R. Astron. Soc. 453(3):2327-2341

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

Automatic Galaxy Classification via Machine Learning Techniques: Parallelized Rotation/Flipping INvariant Kohonen Maps (PINK)

Astroinformatics

Abstract

Not specified

Authors: K. L. Polsterer, F. Gieseke, C. Igel

Date Published: 1st Sep 2015

Publication Type: InProceedings

Citation: In Astronomical Data Analysis Software an Systems XXIV (ADASS XXIV), vol. 495 of Astronomical Society of the Pacific Conference Series, p. 81, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2015

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

Analyzing Complex and Structured Data via Unsupervised Learning Techniques

Astroinformatics

Abstract

Not specified

Authors: K. L. Polsterer, F. Gieseke, N. Gianniotis, S. D. Kuegler

Date Published: 1st Aug 2015

Publication Type: Journal

Citation: IAU General Assembly, 22:2258115, Aug 2015

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

Featureless classification of light curves

Astroinformatics

Abstract

Not specified

Authors: S. D. Kügler, N. Gianniotis, K. L. Polsterer

Date Published: 25th Jun 2015

Publication Type: Journal

DOI: 10.1093/mnras/stv1181

Citation: Mon. Not. R. Astron. Soc. 451(4):3385-3392

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

Autoencoding Time Series for Visualisation

Astroinformatics

Abstract

Not specified

Authors: N. Gianniotis, S. D. Kügler, P. Tino, K. L. Polsterer, R. Misra

Date Published: 1st May 2015

Publication Type: InProceedings

Citation: In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pp. 495-500, May 2015

Created: 7th Sep 2019 at 05:24, Last updated: 5th Mar 2024 at 21:23

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