Publications Holger Schöner

Book Chapters
2012
[1]Die Welt der OpenStreetMap (Holger Schöner), Chapter in Kartographisches Denken (Christian Reder, ed.), Springer-Verlag, Wien, New York, 2012. [bibtex]
Refereed Articles
2017
[3] Multi-Domain Transfer Component Analysis for Domain Generalization (Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes), In Neural Processing Letters, 2017. [bibtex] [pdf] [doi]
2012
[2] Denoising 3D images from time-of-flight cameras using extended anisotropic diffusion (Holger Schöner), In SPIE Newsroom, 2012. [bibtex] [pdf] [doi]
[1]Image processing for three-dimensional scans generated by time-of-flight range cameras (Holger Schöner, Frank Bauer, Adrian Dorrington, Bettina Heise, Volkmar Wieser, Andrew Payne, Michael J. Cree, Bernhard Moser), In Journal of Electronic Imaging, volume 21, 2012. [bibtex] [pdf] [doi]
Conference and Workshop Papers
2015
[17]Domain Generalization Based on Transfer Component Analysis (Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes), In Advances in Computational Intelligence - Proceedings of IWANN 2015, Part I (I. Rojas, G. Joya, A. Catala, eds.), Springer, volume 9094, 2015. [bibtex] [pdf]
2014
[16]SymReg-MT: Iterative Multi-task Feature Learning Through Weighted Symbolic Regression (Michael Zwick, Holger Schöner, Ehsan Rezaie), In First International Workshop on Learning over Multiple Contexts (LMCE) @ ECML, 2014. [bibtex] [pdf]
[15]Agricultural Reform: More Efficient Farming Using Advanced Parallel Refactoring Tools (Christopher Brown, Vladimir Janjic, Kevin Hammond, Holger Schöner, Kamran Idrees, José Gracia, Colin Glass), In Proceedings of the 22nd Euromicro International Conference on Parallel, distributed and network-based Processing PDP 2014, IEEE Computer Society's Conference Publishing Services (CPS), 2014. [bibtex] [pdf] [doi]
2013
[14]Patterns in Machine Learning: A new Parallelization Work-Flow for Machine Learning Methods (Holger Schöner, Michael Roßbory), In Proceedings of HLPGPU, 2013. [bibtex] [pdf]
[13]Paraphrasing: Generating Parallel Programs using Refactoring (Christopher Brown, Kevin Hammond, Marco Danelutto, Peter Kilpatrick, Holger Schöner, Tino Breddin), In Formal Methods for Components and Objects FMCO, Springer, volume 7542, 2013. [bibtex] [pdf] [doi]
2011
[12]GPU-based Image Processing Use Cases: A High-Level Approach (Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Karoly Bosa, Bernhard Moser), In Proceedings of the International Conference on Parallel Computing (ParCo), IOS Press, volume 22, 2011. [bibtex] [pdf]
2010
[11]Karten im Druck (Holger Schöner), In FOSSGIS Konferenzband, 2010. [bibtex] [pdf]
2008
[10]On Preprocessing Multi-Channel Sensor Data for Online Process Monitoring (Holger Schöner, Bernhard Moser, Edwin Lughofer), In Proceedings of CIMCA08, 2008. [bibtex] [pdf]
[9]A Clustering Based Denoising Technique for Range Images of Time of Flight Cameras (Holger Schöner, Bernhard Moser, Adrian A. Dorrington, Andrew D. Payne, Michael J. Cree, Frank Bauer, Bettina Heise), In Proceedings of CIMCA08, 2008. [bibtex] [pdf]
[8]Wissensextraktion mittels maschinellen Lernens zum besseren Prozessverständnis in der Stahlerzeugung (Thomas Natschläger, Johannes Himmelbauer, Holger Schöner, Friedrich Kokert, Sylvia Mitter, Herbert Exner), In Tagungsband Industrielles Symposium Mechatronik, Automatisierung, Clusterland Oberösterreich GmbH, Mechatronik-Cluster, 2008. [bibtex] [pdf]
[7]Potential von Time Of Flight Kameras für industrielle Anwendungen (Bernhard Moser, Holger Schöner, Adrian A. Dorrington, Michael J. Cree, Dale A. Carnegie, Frank Bauer, Bettina Heise), In Tagungsband Industrielles Symposium Mechatronik (ISM), Automatisierung, Clusterland Oberösterreich GmbH, Mechatronik-Cluster, 2008. [bibtex] [pdf]
[6]Denoising Techniques for raw 3D Data of TOF Cameras Based on Clustering and Wavelets (Bernhard Moser, Frank Bauer, P. Elbau, Bettina Heise, Holger Schöner), In Electronic Proceedings of Electronic Imaging (Brian D. Corner, Masaaki Mochimaru, Robert Sitnik, eds.), SPIE, volume 6805, 2008. [bibtex] [pdf] [doi]
2007
[5]Challenges and Solutions for Process Monitoring (Holger Schöner), In Tagungsband Industrielles Symposium Mechatronik Sensorik, Clusterland Oberösterreich GmbH, Mechatronik-Cluster, 2007. [bibtex] [pdf]
2000
[4]Application of Blind Separation of Sources to Optical Recording of Brain Activity (Holger Schöner, Martin Stetter, Ingo Schießl, J.E.W. Mayhew, J.S. Lund, N. McLoughlin, Klaus Obermayer), In Advances in Neural Information Processing Systems NIPS 12 (S.A. Solla, T.K. Leen, K.-R. Müller, eds.), MIT Press, 2000. [bibtex] [pdf]
[3]Regularized Second Order Source Separation (Ingo Schießl, Holger Schöner, Martin Stetter, Anca Dima, Klaus Obermayer), In Proceedings of ICA00 ― International workshop on Idependent Component Analysis and Blind Source Separation (P. Pajunen, J. Karhunen, eds.), volume 2, 2000. [bibtex] [pdf]
1999
[2]Blind Separation of Noisy Mixtures by Iterative Decorrelation. (Holger Schöner, Martin Stetter, Ingo Schießl, J.E.W. Mayhew, J.S. Lund, N. McLoughlin, Klaus Obermayer), In Proceedings of The Learning Workshop, 1999. [bibtex]
[1]Noise-robust Blind Separation of Sources for Optical Imaging of Intrinsic Signals (Holger Schöner, Martin Stetter, Ingo Schießl, J.E.W. Mayhew, J.S. Lund, N. McLoughlin, Klaus Obermayer), In Society for Neuroscience Abstracts, volume 25, 1999. [bibtex]
Theses
2004
[2] Working with real world datasets: preprocessing and prediction with large incomplete and heterogeneous datasets (Holger Schöner), PhD thesis, Technical University of Berlin, School of Electrical Engineering and Computer Sciences, 2004. (Published: Print on Demand) [bibtex] [pdf]
1999
[1]Extended Decorrelation Procedures for Source Separation of Biomedical Image Data (Holger Schöner), Master's thesis, Technical University of Berlin, Department of Computer Science, Neural Information Processing Group, 1999. [bibtex] [pdf]
Presentations
2011
[2]OpenStreetMap (Holger Schöner), 2011. (Invited Talk, FLLL, Hagenberg, Austria) [bibtex] [pdf]
2009
[1]The Dream of Your Own Map (Holger Schöner), 2009. (Presentation, Linux Wochen Linz, Austria) [bibtex] [pdf]
Technical Reports
1998
[1]Active Learning with Neural Networks (Holger Schöner), Technical report, University of Colorado at Boulder, Department of Computer Science, 1998. (Masters Comprehensive Examination) [bibtex]