Simon Günter

发表

Fast Feature Selection in an HMM-Based Multiple Classifier System for Handwriting Recognition

Horst Bunke, Simon Günter, 2003, DAGM-Symposium.

Feature selection algorithms for the generation of multiple classifier systems and their application to handwritten word recognition

Horst Bunke, Simon Günter, H. Bunke, 2004 .

Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition

Horst Bunke, Simon Günter, 2004, Multiple Classifier Systems.

Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition

Horst Bunke, Simon Günter, 2002, Multiple Classifier Systems.

Stratification bias in low signal microarray studies

Simon Günter, Justin Bedo, Brian J. Parker, 2007, BMC Bioinformatics.

Combination of three classifiers with different architectures for handwritten word recognition

Horst Bunke, Simon Günter, 2004, Ninth International Workshop on Frontiers in Handwriting Recognition.

Creation of classifier ensembles for handwritten word recognition using feature selection algorithms

Horst Bunke, Simon Günter, 2002, Proceedings Eighth International Workshop on Frontiers in Handwriting Recognition.

Fast Iterative Kernel Principal Component Analysis

S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph, 2007, J. Mach. Learn. Res..

An evaluation of ensemble methods in handwritten word recognition based on feature selection

Horst Bunke, Simon Günter, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Multiple classifier systems in offline cursive handwriting recognition

Simon Günter, S. Günter, Simon Günter, 2004 .

New Boosting Algorithms for Classification Problems with Large Number of Classes Applied to a Handwritten Word Recognition Task

Horst Bunke, Simon Günter, 2003, Multiple Classifier Systems.

Ensembles of Classifiers for Handwritten Word Recognition Specialized on Individual Handwriting Style

Horst Bunke, Simon Günter, H. Bunke, 2004, Document Analysis Systems.

Off-line cursive handwriting recognition using multiple classifier systems—on the influence of vocabulary, ensemble, and training set size

Horst Bunke, Simon Günter, H. Bunke, 2005 .

An evaluation of ensemble methods in handwritten word recognition based on feature selection

Horst Bunke, Simon Günter, 2004, ICPR 2004.

A Stochastic Quasi-Newton Method for Online Convex Optimization

Simon Günter, Nicol N. Schraudolph, Jin Yu, 2007, AISTATS.

HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components

Horst Bunke, Simon Günter, H. Bunke, 2004, Pattern Recognit..

Handwritten Word Recognition Using Classifier Ensembles Generated From Multiple Prototypes

Horst Bunke, Simon Günter, 2004, Int. J. Pattern Recognit. Artif. Intell..

Multiple Classifier Systems In Offline Handwritten Word Recognition - On The Influence Of Training Set And Vocabulary Size

Horst Bunke, Simon Günter, 2004, Int. J. Pattern Recognit. Artif. Intell..

Validation indices for graph clustering

Horst Bunke, Simon Günter, H. Bunke, 2003, Pattern Recognit. Lett..

A new combination scheme for HMM-based classifiers and its application to handwriting recognition

Horst Bunke, Simon Günter, 2002, Object recognition supported by user interaction for service robots.

Optimizing the number of states, training iterations and Gaussians in an HMM-based handwritten word recognizer

Horst Bunke, Simon Günter, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Ensembles of classifiers for handwritten word recognition

Horst Bunke, Simon Günter, H. Bunke, 2003, Document Analysis and Recognition.

Optimization of weights in a Multiple Classifier Handwrittenword Recognition System using a Genetic Algorithm

Horst Bunke, Simon Günter, H. Bunke, 2009, Progress in Computer Vision and Image Analysis.

Weighted Mean of a Pair of Graphs

Horst Bunke, Simon Günter, H. Bunke, 2001, Computing.

On Authorship Attribution via Markov Chains and Sequence Kernels

Simon Günter, Conrad Sanderson, C. Sanderson, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching

Horst Bunke, Simon Günter, Xiaoyi Jiang, 2001, ICAPR.

A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning

S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph, 2008, J. Mach. Learn. Res..

A quasi-Newton approach to non-smooth convex optimization

S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph, 2008, ICML '08.

On Not Making Dissimilarities Euclidean

Horst Bunke, Robert P. W. Duin, Simon Günter, 2004, SSPR/SPR.

ADAPTIVE SELF-ORGANIZING MAP IN THE GRAPH DOMAIN

Horst Bunke, Simon Günter, 2002 .

Self-organizing map for clustering in the graph domain

Horst Bunke, Simon Günter, H. Bunke, 2002, Pattern Recognit. Lett..

Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation

Simon Günter, Conrad Sanderson, C. Sanderson, 2006, EMNLP.

Fast Iterative Kernel PCA

S. V. N. Vishwanathan, Simon Günter, Nicol N. Schraudolph, 2006, NIPS.

Off-line Cursive Handwriting Recognition-On the Influence of Training Set and Vocabulary Size in Multiple Classifier Systems

Horst Bunke, Simon Günter, .

Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition

Horst Bunke, Simon Günter, H. Bunke, 2004, SSPR/SPR.