AIN Group
Astroinformatics

Publications

2019

2018

2017

  • Fabian Gieseke, Kai Lars Polsterer, Ashish Mahabal, Christian Igel, Tom Heskes (2017). Massively-parallel best subset selection for ordinary least-squares regression, 2017 IEEE Symposium Series on Computational Intelligence (SSCI),pp.1-8,IEEE 207
  • K. L. Polsterer (2017). Astroinformatics; a new discipline or business as usual?, In Astronomical Data Analysis Software an Systems XXVII (ADASS XXVII), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2017 209
  • J. Wagner (2017). Generalised model-independent characterisation of strong gravitational lenses. I. Theoretical foundations, A&A 601:A131 203
  • K. L. Polsterer A. D’Isanto (2017). Uncertain photometric redshifts via combining deep convolutional and mixture density networks, In 25th European Symposium on Artificial Neural Networks, ESANN 2015, Bruges, Belgium, April 26-28 206
  • Kai L. Polsterer (2017). Photometric redshift estimations, Proceedings of the International Astronomical Union Symposia and Colloquia, Cambridge University Press 444
  • Nikolaos Gianniotis (2017). Linear Dimensionality Reduction for Time Series, Neural Information Processing 10634:375-383,Springer International Publishing 451

2016

  • Sven D. Kugler, Nikolaos Gianniotis, Kai L. Polsterer (2016). A spectral model for multimodal redshift estimation, 2016 IEEE Symposium Series on Computational Intelligence (SSCI),pp.1-8,IEEE 473
  • Kai L. Polsterer (2016). Dealing with Uncertain Multimodal Photometric Redshift Estimations, Proc. IAU 12(S325):156-165. 2016 106
  • Antonio Disanto (2016). Uncertain Photometric Redshifts with Deep Learning Methods, IAU Symposium, Astroinformatics, vol. 325, Eds: Brescia, M. and Djorgovski, G. and Feigelson, E. and Longo, G. and S. Cavuoti, eds., Oct 2016 107
  • Kai L. Polsterer (2016). Dealing with Uncertain Multimodal Photometric Redshift Estimations., Proc. IAU 12(S325):156-165 208
  • E. Crawford, R. P. Norris, Kai L. Polsterer (2016). WTF? Discovering the Unexpected in next-generation radio continuum surveys, In Astronomical Data Analysis Software an Systems XXV (ADASS XXV), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2016 105
  • Kai L. Polsterer, Fabian Gieseke (2016). Probability Density Functions for Astronomy, In Astronomical Data Analysis Software an Systems XXV (ADASS XXV), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2016 108
  • Nikolaos Gianniotis, Sven D. Kügler, Peter Tiňo, Kai L. Polsterer (2016). Model-coupled autoencoder for time series visualisation, Neurocomputing 192:139-146 472
  • Nikolaos Gianniotis, Christoph Schnörr, Christian Molkenthin, Sanjay Singh Bora (2016). Approximate variational inference based on a finite sample of Gaussian latent variables, Pattern Anal Applic 19(2):475-485 471
  • Antonio Disanto, S. Cavuoti, M. Brescia, C. Donalek, G. Longo, G. Riccio, S. G. Djorgovski (2016). An analysis of feature relevance in the classification of astronomical transients with machine learning methods, Monthly Notices of the Royal Astronomical Society, 457:3119–3132 99
  • Sven D. Kügler, Nikolaos Gianniotis, Kai L. Polsterer (2016). An explorative approach for inspecting Kepler data, Monthly Notices of the Royal Astronomical Society, 455(4):4399–4405 102
  • Kai L. Polsterer, Fabian Gieseke, Christian Igel, Bernd Doser, Nikolaos Gianniotis (2016). Parallelized rotation and flipping INvariant Kohonen maps (PINK) on GPUs, In European Symposium on Artificial Neural Networks (ESANN), pp. 405–410 103

2015

2014

  • S. D. Kügler, K. Nilsson, J. Heidt, J. Esser, T. Schultz (2014). Properties of optically selected BL Lacertae candidates from the SDSS, A&A 569:A95 445
  • K. L. Polsterer, F. Gieseke, Christian Igel, Tomotsugu Goto (2014). Improving the performance of photometric regression models via massive parallel feature selection, Astronomical Data Analysis Software and Systems XXIII, 485:425 447
  • F. Gieseke, Kai L. Polsterer, Cosmin Eugen Oancea, Christian Igel (2014). Speedy Greedy Feature Selection: Better Redshift Estimation via Massive Parallelism, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium), 23-25 April 2014 446

2013

  • Oliver Kramer, Fabian Gieseke, Kai Lars Polsterer (2013). Learning morphological maps of galaxies with unsupervised regression, Expert Systems with Applications 40(8):2841-2844 449
  • Justin Heinermann, Oliver Kramer, Kai Lars Polsterer, Fabian Gieseke (2013). On GPU-Based Nearest Neighbor Queries for Large-Scale Photometric Catalogs in Astronomy, In KI 2013: Advances in Artificial Intelligence, pp. 86–97, Springer Berlin Heidelberg, Berlin, Heidelberg 448
  • Kai Lars Polsterer, Peter-Christian Zinn, Fabian Gieseke (2013). Finding new high-redshift quasars by asking the neighbours, Monthly Notices of the Royal Astronomical Society 428(1):226-235 450

2012

  • F. Gieseke, Kai L. Polsterer, Peter-Christian Zinn (2012). Photometric Redshift Estimation of Quasars: Local versus Global Regression, Astronomical Data Analysis Software and Systems XXI. Proceedings of a Conference held at Marriott Rive Gauche Conference Center, Paris, France, 6-10 November 470

2011

  • R. J. Assef, K. D. Denney, C. S. Kochanek, B. M. Peterson, S. Kozłowski, N. Ageorges, R. S. Barrows, P. Buschkamp, M. Dietrich, E. Falco, C. Feiz, H. Gemperlein, A. Germeroth, C. J. Grier, R. Hofmann, M. Juette, R. Khan, M. Kilic, V. Knierim, W. Laun, R. Lederer, M. Lehmitz, R. Lenzen, U. Mall, K. K. Madsen, H. Mandel, P. Martini, S. Mathur, K. Mogren, P. Mueller, V. Naranjo, A. Pasquali, K. Polsterer, R. W. Pogge, A. Quirrenbach, W. Seifert, D. Stern, B. Shappee, C. Storz, J. Van Saders, P. Weiser, D. Zhang (2011). Black Hole Mass Estimates Based on C IV are Consistent with Those Based on the Balmer Lines, ApJ 742(2):93 453
  • A. Pasquali, A. Bik, S. Zibetti, N. Ageorges, W. Seifert, W. Brandner, H.-W. Rix, M. Jütte, V. Knierim, P. Buschkamp, C. Feiz, H. Gemperlein, A. Germeroth, R. Hofmann, W. Laun, R. Lederer, M. Lehmitz, R. Lenzen, U. Mall, H. Mandel, P. Müller, V. Naranjo, K. Polsterer, A. Quirrenbach, L. Schäffner, C. Storz, P. Weiser (2011). Infrared Narrowband Tomography of the Local Starburst NGC 1569 with the Large Binocular Telescope/LUCIFER., The Astronomical Journal 141(4):132 454

2010

  • Fabian Gieseke, Kai Lars Polsterer, Andreas Thom, Peter Zinn, Dominik Bomanns, Ralf-Jurgen Dettmar, Oliver Kramer, Jan Vahrenhold (2010). Detecting Quasars in Large-Scale Astronomical Surveys, 2010 Ninth International Conference on Machine Learning and Applications,pp.352-357,IEEE 452
  • Marcus Jütte, Volker Knierim, Kai Polsterer, Michael Lehmitz, Clemens Storz, Walter Seifert, Nancy Ageorges (2010). The LUCIFER control software, Software and Cyberinfrastructure for Astronomy,p.774004,SPIE 469
  • N. Ageorges, W. Seifert, M. Jütte, V. Knierim, M. Lehmitz, A. Germeroth, P. Buschkamp, K. Polsterer, A. Pasquali, V. Naranjo, H. Gemperlein, J. Hill, C. Feiz, R. Hofmann, W. Laun, R. Lederer, R. Lenzen, U. Mall, H. Mandel, P. Müller, A. Quirrenbach, L. Schäffner, C. Storz, P. Weiser (2010). LUCIFER1 commissioning at the LBT, Ground-based and Airborne Instrumentation for Astronomy III,p.77351L,SPIE 466
  • Peter Buschkamp, Reiner Hofmann, Hans Gemperlein, Kai Polsterer, Nancy Ageorges, Frank Eisenhauer, Reinhard Lederer, Mathias Honsberg, Marcus Haug, Johann Eibl, Walter Seifert, Reinhard Genzel (2010). The LUCIFER MOS: a full cryogenic mask handling unit for a near-infrared multi-object spectrograph, Ground-based and Airborne Instrumentation for Astronomy III,p.773579,SPIE 467
  • Walter Seifert, Nancy Ageorges, Michael Lehmitz, Peter Buschkamp, Volker Knierim, Kai Polsterer, Andre Germeroth, Anna Pasquali, Vianak Naranjo, Marcus Jütte, Carmen Feiz, Hans Gemperlein, Reiner Hofmann, Werner Laun, Reinhard Lederer, Rainer Lenzen, Ulrich Mall, Holger Mandel, Peter Müller, Andreas Quirrenbach, Ludwig Schäffner, Clemens Storz, Peter Weiser (2010). LUCIFER1: performance results, Ground-based and Airborne Instrumentation for Astronomy III,p.77357W,SPIE 468

2008

  • Holger Mandel, Walter Seifert, Reiner Hofmann, Marcus Jütte, Rainer Lenzen, Nancy Ageorges, Dominik Bomans, Peter Buschkamp, Ralf-Jürgen Dettmar, Carmen Feiz, Hans Gemperlein, André Germeroth, Lutz Geuer, Jochen Heidt, Volker Knierim, Werner Laun, Michael Lehmitz, Ulrich Mall, Peter Müller, Vianac Naranjo, Kai Polsterer, Andreas Quirrenbach, Ludwig Schäffner, Florian Schwind, Peter Weiser, Harald Weisz (2008). LUCIFER status report: summer 2008, Ground-based and Airborne Instrumentation for Astronomy II,p.70143S,SPIE 465

2006

  • Kai L. Polsterer, Marcus Jütte, Volker Knierim, Michael Lehmitz, Holger Mandel (2006). Lucifer VR: a virtual instrument for the LBT, Advanced Software and Control for Astronomy,p.62740M,SPIE 462
  • Marcus Jütte, Kai Polsterer, Volker Knierim, Thomas Luks, Jan Schimmelmann, Tobias Muhlack, Holger Mandel, Michael Lehmitz (2006). The Java based control software of the LUCIFER instrument, Advanced Software and Control for Astronomy,p.62741H,SPIE 463
  • Volker Knierim, Marcus Jütte, Kai Polsterer, Jan Schimmelmann (2006). User interaction with the LUCIFER control software, Advanced Software and Control for Astronomy,p.62741N,SPIE 464
  • H. G. Mandel, I. Appenzeller, W. Seifert, H. Baumeister, R.-J. Dettmar, C. Feiz, H. Gemperlein, A. Germeroth, B. Grimm, J. Heidt, T. Herbst, R. Hofmann, M. Jütte, V. Knierim, W. Laun, T. Luks, M. Lehmitz, R. Lenzen, K. Polsterer, A. Quirrenbach, R.-R. Rohloff, J. Rosenberger, P. Weiser, H. Weisz (2006). LUCIFER status report: Summer 2006, Ground-based and Airborne Instrumentation for Astronomy,p.62693F,SPIE 461

2004

  • Holger Mandel, Immo Appenzeller, Walter Seifert, Harald Baumeister, Peter Bizenberger, Ralf-Juergen Dettmar, Hans Gemperlein, Bernhard Grimm, Tom M. Herbst, Reiner Hofmann, Marcus Jutte, Werner Laun, Michael Lehmitz, Sebastiano Ligori, Rainer Lenzen, Kai Polsterer, Ralf-Rainer Rohloff, Andreas Schuetze, Andreas Seltmann, Peter Weiser, Harald Weisz, Wenli Xu (2004). LUCIFER status report, summer 2004, Ground-based Instrumentation for Astronomy,p.1208,SPIE 458
  • Reiner Hofmann, Hans Gemperlein, Bernhard Grimm, Marcus Jutte, Holger Mandel, Kai Polsterer, Harald Weisz (2004). The cryogenic MOS unit for LUCIFER, Ground-based Instrumentation for Astronomy,p.1243,SPIE 459
  • Marcus Juette, Kai L. Polsterer, Michael Lehmitz, Volker Knierim (2004). The development process of the LUCIFER control software, Advanced Software, Control, and Communication Systems for Astronomy,p.469,SPIE 460

2002

  • Marcus Jütte, Kai L. Polsterer, Michael Lehmitz, Ralf-Jürgen Dettmar (2002). LUCIFER control software: an OO approach using CORBA technology, SPIE Proceedings 4848 : 387 486
  • Walter Seifert, Immo Appenzeller, Harald Baumeister, Peter Bizenberger, Dominik Bomans, Ralf-Juergen Dettmar, Bernard Grimm, Tom Herbst, Reiner Hofmann, Marcus Juette, Werner Laun, Michael Lehmitz, Roland Lemke, Rainer Lenzen, Holger Mandel, K. Polsterer, Ralf-Rainer Rohloff, A. Schuetze, Andreas Seltmann, Niranjan A. Thatte, Peter Weiser, Wenli Xu (2002). LUCIFER: a Multi-Mode NIR Instrument for the LBT, Instrument Design and Performance for Optical/Infrared Ground-based Telescopes,p.962,SPIE 457

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