2009 | ||
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38 | EE | Felix Bollenbeck, Stephanie Kaspar, Hans-Peter Mock, Diana Weier, Udo Seiffert: Three-Dimensional Multimodality Modelling by Integration of High-Resolution Interindividual Atlases and Functional MALDI-IMS Data. BICoB 2009: 126-138 |
2008 | ||
37 | EE | Thomas Villmann, Erzsébet Merényi, Udo Seiffert: Machine learning approches and pattern recognition for spectral data. ESANN 2008: 433-444 |
36 | EE | Felix Bollenbeck, Udo Seiffert: Fast registration-based automatic segmentation of serial section images for high-resolution 3-D plant seed modeling. ISBI 2008: 352-355 |
35 | Rainer Pielot, Udo Seiffert, Bertram Manz, Diana Weier, Frank Volke, Winfriede Weschke: 4D Warping for Analysing Morphological Changes in Seed Development of Barley Grains. VISAPP (1) 2008: 335-340 | |
2007 | ||
34 | EE | Thomas Villmann, Marc Strickert, Cornelia Brüß, Frank-Michael Schleif, Udo Seiffert: Visualization of Fuzzy Information in Fuzzy-Classification for Image Segmentation using MDS. ESANN 2007: 103-108 |
33 | EE | Barbara Hammer, Alexander Hasenfuss, Frank-Michael Schleif, Thomas Villmann, Marc Strickert, Udo Seiffert: Intuitive Clustering of Biological Data. IJCNN 2007: 1877-1882 |
32 | EE | Marc Strickert, Udo Seiffert: Correlation-based Data Representation. Similarity-based Clustering and its Application to Medicine and Biology 2007 |
2006 | ||
31 | EE | Marc Strickert, Nese Sreenivasulu, Silke Peterek, Winfriede Weschke, Hans-Peter Mock, Udo Seiffert: Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data. ANNPR 2006: 274-285 |
30 | EE | Thomas Villmann, Udo Seiffert, Frank-Michael Schleif, Cornelia Brüß, Tina Geweniger, Barbara Hammer: Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes. ANNPR 2006: 46-56 |
29 | EE | Cornelia Brüß, Marc Strickert, Udo Seiffert: Towards Automatic Segmentation of Serial High-Resolution Images. Bildverarbeitung für die Medizin 2006: 126-130 |
28 | EE | Thomas Villmann, Barbara Hammer, Udo Seiffert: Perspectives of Self-adapted Self-organizing Clustering in Organic Computing. BioADIT 2006: 141-159 |
27 | EE | Marc Strickert, Nese Sreenivasulu, Udo Seiffert: Sanger-driven MDSLocalize - a comparative study for genomic data. ESANN 2006: 265-270 |
26 | EE | Udo Seiffert, Barbara Hammer, Samuel Kaski, Thomas Villmann: Neural networks and machine learning in bioinformatics - theory and applications. ESANN 2006: 521-532 |
25 | EE | Cornelia Brüß, Felix Bollenbeck, Frank-Michael Schleif, Winfriede Weschke, Thomas Villmann, Udo Seiffert: Fuzzy image segmentation with Fuzzy Labelled Neural Gas. ESANN 2006: 563-568 |
24 | EE | Udo Seiffert: Training of Large-Scale Feed-Forward Neural Networks. IJCNN 2006: 5324-5329 |
23 | EE | Marc Strickert, Udo Seiffert, Nese Sreenivasulu, Winfriede Weschke, Thomas Villmann, Barbara Hammer: Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis. Neurocomputing 69(7-9): 651-659 (2006) |
2005 | ||
22 | Udo Seiffert: Adaptive Implementation of Artificial Neural Networks Reflecting Changing Hardware Resources at Run-Time. Artificial Intelligence and Applications 2005: 733-737 | |
21 | EE | Marc Strickert, Nese Sreenivasulu, Winfriede Weschke, Udo Seiffert, Thomas Villmann: Generalized Relevance LVQ with Correlation Measures for Biological Data. ESANN 2005: 331-338 |
20 | EE | Marc Strickert, Stefan Teichmann, Nese Sreenivasulu, Udo Seiffert: High-Throughput Multi-dimensional Scaling (HiT-MDS) for cDNA-Array Expression Data. ICANN (1) 2005: 625-633 |
19 | EE | Ralf Tautenhahn, Alexander Ihlow, Udo Seiffert: Adaptive Feature Selection for Classification of Microscope Images. WILF 2005: 215-222 |
2004 | ||
18 | EE | Udo Seiffert: Biologically Inspired Image Compression in Biomedical High-Throughput Screening. BioADIT 2004: 428-439 |
17 | EE | Alexander Ihlow, Udo Seiffert: Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm. DAGM-Symposium 2004: 536-543 |
16 | EE | Thomas Villmann, Udo Seiffert, Axel Wismüller: Theory and applications of neural maps. ESANN 2004: 25-38 |
15 | EE | R. Rebmann, Bernd Michaelis, Gerald Krell, Udo Seiffert, F. Püschel: Improving Image Processing Systems by Artificial Neural Networks. Reading and Learning 2004: 37-64 |
14 | Alexander Ihlow, Udo Seiffert: Haustoria Segmentation in Microscope Colour Images of Barley Cells. Workshop Farbbildverarbeitung 2004: 119-126 | |
13 | EE | Udo Seiffert: Artificial neural networks on massively parallel computer hardware. Neurocomputing 57: 135-150 (2004) |
2003 | ||
12 | EE | Gerald Krell, R. Rebmann, Udo Seiffert, Bernd Michaelis: Improving Still Image Coding by an SOM-Controlled Associative Memory. CIARP 2003: 571-579 |
11 | EE | R. Rebmann, Gerald Krell, Udo Seiffert, Bernd Michaelis: Associative Correction Of Compression Artefacts With A Self-Organizing Map Classifying The Image Content. DCC 2003: 446 |
10 | EE | Axel Wismüller, Udo Seiffert: Digital Image Processing with Neural Networks. ESANN 2003: 493-502 |
2002 | ||
9 | Udo Seiffert: Artificial Neural Networks on Massively Parallel Computer Hardware. ESANN 2002: 319-330 | |
2001 | ||
8 | EE | Udo Seiffert: Multiple Layer Perceptron training using genetic algorithms. ESANN 2001: 159-164 |
7 | Vaijayanti Joshi, Lakhmi C. Jain, Udo Seiffert, Kathleen Zyga, Richard Price, Friedrich Leisch: Neural Techniques in Logo Recognition. HIS 2001: 25-32 | |
1999 | ||
6 | Udo Seiffert, Bernd Michaelis: Indirect Unsuperivised Training of Backpropagation Nets. SIP 1999: 328-332 | |
1997 | ||
5 | Udo Seiffert, Bernd Michaelis: Estimating Motion Parameters with Three-Dimensional Self-Organizing Maps. Inf. Sci. 101(3-4): 187-201 (1997) | |
4 | EE | Udo Seiffert, Bernd Michaelis: Growing 3D-SOMs with 2D-Input Layer as a Classification Tool in a Motion Detection System. Int. J. Neural Syst. 8(1): 81-89 (1997) |
1996 | ||
3 | EE | Udo Seiffert, Bernd Michaelis: Adaptive three-dimensional self-organizing map with a two-dimensional input layer. ANZIIS 1996: 258-263 |
2 | EE | Andreas Herzog, G. Sommerkorn, Udo Seiffert, Bernd Michaelis, Katharina Braun, Werner Zuschratter: Rekonstruktion und Klassifikation dendritischer Spines aus konfokalen Bilddaten. Bildverarbeitung für die Medizin 1996 |
1995 | ||
1 | EE | Udo Seiffert, Bernd Michaelis: Three-dimensional Self-Organizing Maps for Classification of Image Properties. ANNES 1995: 310-313 |