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2010 – 2019
- 2010
[j11]Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph:
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning. J. Mach. Learn. Res. 11: 1145-1200 (2010)
2000 – 2009
- 2009
- [p1]Simon Günter, Horst Bunke:
Optimization of weights in a Multiple Classifier Handwrittenword Recognition System using a Genetic Algorithm. Progress in Computer Vision and Image Analysis 2009: 87-110 - 2008
- [c18]Jin Yu, S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph:
A quasi-Newton approach to non-smooth convex optimization. ICML 2008: 1216-1223 - 2007
- [j10]Brian J. Parker
, Simon Günter, Justin Bedo:
Stratification bias in low signal microarray studies. BMC Bioinform. 8 (2007) - [j9]Simon Günter, Nicol N. Schraudolph, S. V. N. Vishwanathan:
Fast Iterative Kernel Principal Component Analysis. J. Mach. Learn. Res. 8: 1893-1918 (2007) - [c17]Nicol N. Schraudolph, Jin Yu, Simon Günter:
A Stochastic Quasi-Newton Method for Online Convex Optimization. AISTATS 2007: 436-443 - 2006
- [c16]Conrad Sanderson, Simon Günter:
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation. EMNLP 2006: 482-491 - [c15]Conrad Sanderson, Simon Günter:
On Authorship Attribution via Markov Chains and Sequence Kernels. ICPR (3) 2006: 437-440 - [c14]Nicol N. Schraudolph, Simon Günter, S. V. N. Vishwanathan:
Fast Iterative Kernel PCA. NIPS 2006: 1225-1232 - 2004
- [b1]Simon Günter:
Multiple classifier systems in offline cursive handwriting recognition. University of Bern, 2004 - [j8]Simon Günter, Horst Bunke:
Handwritten Word Recognition Using Classifier Ensembles Generated From Multiple Prototypes. Int. J. Pattern Recognit. Artif. Intell. 18(5): 957-974 (2004) - [j7]Simon Günter, Horst Bunke:
Multiple Classifier Systems In Offline Handwritten Word Recognition - On The Influence Of Training Set And Vocabulary Size. Int. J. Pattern Recognit. Artif. Intell. 18(7): 1303-1320 (2004) - [j6]Simon Günter, Horst Bunke:
HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components. Pattern Recognit. 37(10): 2069-2079 (2004) - [j5]Simon Günter, Horst Bunke:
Feature selection algorithms for the generation of multiple classifier systems and their application to handwritten word recognition. Pattern Recognit. Lett. 25(11): 1323-1336 (2004) - [c13]Simon Günter, Horst Bunke:
Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style. Document Analysis Systems 2004: 286-297 - [c12]Simon Günter, Horst Bunke:
Combination of three classifiers with different architectures for handwritten word recognition. IWFHR 2004: 63-68 - [c11]Simon Günter, Horst Bunke:
An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection. ICPR (1) 2004: 388-392 - [c10]Simon Günter, Horst Bunke:
Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition. Multiple Classifier Systems 2004: 314-323 - [c9]Simon Günter, Horst Bunke:
Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition. SSPR/SPR 2004: 583-591 - [c8]Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke:
On Not Making Dissimilarities Euclidean. SSPR/SPR 2004: 1145-1154 - 2003
- [j4]Simon Günter, Horst Bunke:
Ensembles of classifiers for handwritten word recognition. Int. J. Document Anal. Recognit. 5(4): 224-232 (2003) - [j3]Simon Günter, Horst Bunke:
Validation indices for graph clustering. Pattern Recognit. Lett. 24(8): 1107-1113 (2003) - [c7]Simon Günter, Horst Bunke:
Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition. DAGM-Symposium 2003: 289-296 - [c6]Simon Günter, Horst Bunke:
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer. ICDAR 2003: 472-476 - [c5]Simon Günter, Horst Bunke:
New Boosting Algorithms for Classification Problems with Large Number of Classes Applied to a Handwritten Word Recognition Task. Multiple Classifier Systems 2003: 326-335 - 2002
- [j2]Simon Günter, Horst Bunke:
Self-organizing map for clustering in the graph domain. Pattern Recognit. Lett. 23(4): 405-417 (2002) - [c4]Simon Günter, Horst Bunke:
Creation of classifier ensembles for handwritten word recognition using feature selection algorithms. IWFHR 2002: 183-188 - [c3]Simon Günter, Horst Bunke:
A New Combination Scheme for HMM-Based Classififiers and its Application to Handwriting Recognition. ICPR (2) 2002: 332-337 - [c2]Simon Günter, Horst Bunke:
Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition. Multiple Classifier Systems 2002: 179-188 - 2001
- [j1]Horst Bunke, Simon Günter:
Weighted Mean of a Pair of Graphs. Computing 67(3): 209-224 (2001) - [c1]Horst Bunke, Simon Günter, Xiaoyi Jiang:
Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching. ICAPR 2001: 1-11
Coauthor Index
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