Hans A. Kestler

Martin Hopfensitz, Christoph Müssel, Christian Wawra, Markus Maucher, Michael Kühl, Heiko Neumann, Hans A. Kestler: Multiscale Binarization of Gene Expression Data for Reconstructing Boolean Networks. IEEE/ACM Trans. Comput. Biology Bioinform. 9(2): 487-498 (2012)

Ludwig Lausser, Christoph Müssel, Hans A. Kestler: Representative Prototype Sets for Data Characterization and Classification. ANNPR 2012: 36-47

Markus Maucher, Barbara Kracher, Michael Kühl, Hans A. Kestler: Inferring Boolean network structure via correlation. Bioinformatics 27(11): 1529-1536 (2011)

Johannes Huth, Malte Buchholz, Johann M. Kraus, Kristian Mølhave, Cristian Gradinaru, Götz v. Wichert, Thomas M. Gress, Heiko Neumann, Hans A. Kestler: TimeLapseAnalyzer: Multi-target analysis for live-cell imaging and time-lapse microscopy. Computer Methods and Programs in Biomedicine 104(2): 227-234 (2011)

Ludwig Lausser, Florian Schmid, Hans A. Kestler: On the Utility of Partially Labeled Data for Classification of Microarray Data. PSL 2011: 96-109

Uwe Schöning, Hans A. Kestler: Mathe-Toolbox - Mathematische Notationen, Grundbegriffe und Beweismethoden. Lehmanns Media 2010, isbn 978-3-86541-369-7, pp. 1-143

Christoph Müssel, Martin Hopfensitz, Hans A. Kestler: BoolNet - an R package for generation, reconstruction and analysis of Boolean networks. Bioinformatics 26(10): 1378-1380 (2010)

Johann M. Kraus, Hans A. Kestler: A highly efficient multi-core algorithm for clustering extremely large datasets. BMC Bioinformatics 11: 169 (2010)

Ludwig Lausser, Hans A. Kestler: Robustness Analysis of Eleven Linear Classifiers in Extremely High-Dimensional Feature Spaces. ANNPR 2010: 72-83

Martin Hopfensitz, Markus Maucher, Hans A. Kestler: Fuzzy Boolean Network Reconstruction. GfKl 2010: 263-270

Ludwig Lausser, Christoph Müssel, Markus Maucher, Hans A. Kestler: Feature Reduction and Nearest Neighbours. GfKl 2010: 363-370

Hans A. Kestler, André Müller, Johann M. Kraus, Malte Buchholz, Thomas M. Gress, Hongfang Liu, David W. Kane, Barry Zeeberg, John N. Weinstein: VennMaster: Area-proportional Euler diagrams for functional GO analysis of microarrays. BMC Bioinformatics 9 (2008)

Ludwig Lausser, Malte Buchholz, Hans A. Kestler: Boosting Threshold Classifiers for High- Dimensional Data in Functional Genomics. ANNPR 2008: 147-156

André Müller, Karlheinz Holzmann, Hans A. Kestler: Visualization of genomic aberrations using Affymetrix SNP arrays. Bioinformatics 23(4): 496-497 (2007)

Hans A. Kestler, Johann M. Kraus, Günther Palm, Friedhelm Schwenker: On the Effects of Constraints in Semi-supervised Hierarchical Clustering. ANNPR 2006: 57-66

Friedhelm Schwenker, Andreas Sachs, Günther Palm, Hans A. Kestler: Orientation Histograms for Face Recognition. ANNPR 2006: 253-259

Hans A. Kestler, Christoph Müssel: An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification. ANNPR 2006: 260-273

Hans A. Kestler, Wolfgang Lindner, André Müller: Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles. ANNPR 2006: 286-297

Hans A. Kestler, André Müller, Malte Buchholz, Thomas M. Gress, Günther Palm: A Perceptually Optimized Scheme for Visualizing Gene Expression Ratios with Confidence Values. PIT 2006: 73-84

Hans A. Kestler, André Müller, Thomas M. Gress, Malte Buchholz: Generalized Venn diagrams: a new method of visualizing complex genetic set relations. Bioinformatics 21(8): 1592-1595 (2005)

Friedhelm Schwenker, Christian Dietrich, Hans A. Kestler, Helge Klaus Rieder, Günther Palm: Radial basis function neural networks and temporal fusion for the classification of bioacoustic time series. Neurocomputing 51: 265-275 (2003)

Haythem El-Messiry, Hans A. Kestler, Olaf Grebe, Heiko Neumann: Morphological Scale-Space Decomposition for Segmenting the Ventricular Structure in Cardiac MR Images. Bildverarbeitung für die Medizin 2003: 181-185

Steffen Simon, Friedhelm Schwenker, Hans A. Kestler, Gerhard K. Kraetzschmar, Günther Palm: Hierarchical Object Classification for Autonomous Mobile Robots. ICANN 2002: 831-836

Hans A. Kestler: ROC with confidence - a Perl program for receiver operator characteristic curves. Computer Methods and Programs in Biomedicine 64(2): 133-136 (2001)

Friedhelm Schwenker, Hans A. Kestler, Günther Palm: Three learning phases for radial-basis-function networks. Neural Networks 14(4-5): 439-458 (2001)

Hans A. Kestler, Stefan Sablatnög, Steffen Simon, Stefan Enderle, Axel Baune, Gerhard K. Kraetzschmar, Friedhelm Schwenker, Günther Palm: Concurrent Object Identification and Localization for a Mobile Robot. KI 14(4): 23-29 (2000)

Friedhelm Schwenker, Hans A. Kestler, Günther Palm: Radial-basis-function networks: learning and applications. KES 2000: 33-43

Axel Baune, Steffen Simon, Hans A. Kestler, Friedhelm Schwenker, Günther Palm: Schritthaltende Objektklassifikation für einen autonomen mobilen Roboter. AMS 1999: 254-261

Hans A. Kestler, Steffen Simon, Axel Baune, Markus Hagenbuchner, Friedhelm Schwenker, Günther Palm: A Hierarchical Neural Object Classifier for Subsymbolic-Symbolic Coupling. DAGM-Symposium 1999: 27-35

Hans A. Kestler, Steffen Simon, Axel Baune, Friedhelm Schwenker, Günther Palm: Object Classification Using Simple, Colour Based Visual Attention and a Hierarchical Neural Network for Neuro-symbolic Integration. KI 1999: 267-279

Friedhelm Schwenker, Hans A. Kestler, M. Höher, Günther Palm: Klassifikation hochverstärkter EKG Signale durch RBF-Netzwerke. DAGM-Symposium 1995: 387-394