Kaspar Riesen

发表

Approximate Graph Edit Distance in Quadratic Time

Kaspar Riesen, Miquel Ferrer, Horst Bunke, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Graph Embedding for Offline Handwritten Signature Verification

Kaspar Riesen, Michael Stauffer, Paul Maergner, 2019, ICBEA.

Bipartite Graph Edit Distance

Kaspar Riesen, Kaspar Riesen, 2015 .

Speeding Up Bipartite Graph Edit Distance

Kaspar Riesen, 2015 .

Speeding-Up Graph-Based Keyword Spotting in Historical Handwritten Documents

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2017, GbRPR.

Improving vector space embedding of graphs through feature selection algorithms

Kaspar Riesen, Horst Bunke, H. Bunke, 2011, Pattern Recognit..

Estimating Graph Edit Distance Using Lower and Upper Bounds of Bipartite Approximations

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2015, Int. J. Pattern Recognit. Artif. Intell..

IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning

Kaspar Riesen, Horst Bunke, H. Bunke, 2008, SSPR/SPR.

Graph Edit Distance

Kaspar Riesen, Kaspar Riesen, 2015 .

Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching

Kaspar Riesen, Horst Bunke, Stefan Fankhauser, 2011, GbRPR.

Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2014, ANNPR.

Ensembles for Graph-Based Keyword Spotting in Historical Handwritten Documents

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Structural Pattern Recognition with Graph Edit Distance

Kaspar Riesen, Kaspar Riesen, 2016, Advances in Computer Vision and Pattern Recognition.

Recent Developments in Graph Classification and Clustering using Graph Embedding Kernels

Kaspar Riesen, Horst Bunke, 2008, PRIS.

On the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance

Kaspar Riesen, Francesc Serratosa, Xavier Cortés, 2016, S+SSPR.

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, MLDM.

Cluster Ensembles Based on Vector Space Embeddings of Graphs

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, MCS.

Generalized Graph Matching for Data Mining and Information Retrieval

Kaspar Riesen, Horst Bunke, Peter J. Dickinson, 2008, ICDM.

An experimental study of graph classification using prototype selection

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2008, 2008 19th International Conference on Pattern Recognition.

An approximate algorithm for median graph computation using graph embedding

Ernest Valveny, Kaspar Riesen, Horst Bunke, 2008, 2008 19th International Conference on Pattern Recognition.

Offline signature verification via structural methods

Kaspar Riesen, Paul Maergner, Nicholas R. Howe, 2018 .

Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes

Volkmar Frinken, Kaspar Riesen, Seiichi Uchida, 2017, Pattern Recognit..

A Structural Approach to Offline Signature Verification Using Graph Edit Distance

Kaspar Riesen, Rolf Ingold, Paul Maergner, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks

Kaspar Riesen, Benoit Gaüzère, Luc Brun, 2014, S+SSPR.

Suboptimal Graph Edit Distance Based on Sorted Local Assignments

Kaspar Riesen, Horst Bunke, Miquel Ferrer, 2015, MCS.

Graph-Based Keyword Spotting in Historical Documents Using Context-Aware Hausdorff Edit Distance

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2018, 2018 13th IAPR International Workshop on Document Analysis Systems (DAS).

On the Impact of Using Utilities Rather than Costs for Graph Matching

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2017, Neural Processing Letters.

Graph Embedding in Vector Spaces by Means of Prototype Selection

Kaspar Riesen, Horst Bunke, Michel Neuhaus, 2007, GbRPR.

Non-linear Transformations of Vector Space Embedded Graphs

Kaspar Riesen, Horst Bunke, 2008, PRIS.

Graph Classification by Means of Lipschitz Embedding

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance

Yvon Savaria, Réjean Plamondon, Kaspar Riesen, 2014, S+SSPR.

Approximation of Graph Edit Distance by Means of a Utility Matrix

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2016, ANNPR.

A Novel Graph Database for Handwritten Word Images

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2016, S+SSPR.

Classification and Clustering of Vector Space Embedded Graphs. Series in Machine Perception and Artificial Intelligence.

Kaspar Riesen, Horst Bunke, H. Bunke, 2010 .

A Family of Novel Graph Kernels for Structural Pattern Recognition

Kaspar Riesen, Horst Bunke, H. Bunke, 2007, CIARP.

Graph-Based Keyword Spotting

Kaspar Riesen, Andreas Fischer, Michael Stauffer, 2019 .

Offline Signature Verification using Structural Dynamic Time Warping

Kaspar Riesen, Michael Stauffer, Paul Maergner, 2019, 2019 International Conference on Document Analysis and Recognition (ICDAR).

Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2014, ANNPR.

Graph-Based Keyword Spotting in Historical Handwritten Documents

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2016, S+SSPR.

Fast Suboptimal Algorithms for the Computation of Graph Edit Distance

Kaspar Riesen, Horst Bunke, Michel Neuhaus, 2006, SSPR/SPR.

Improving the Distance Accuracy of Bipartite Graph Edit Distance

Kaspar Riesen, 2015 .

Improving Approximate Graph Edit Distance Using Genetic Algorithms

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2014, S+SSPR.

Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks pdf

Marcus Liwicki, Kaspar Riesen, Rolf Ingold, 2018, S+SSPR.

Approximation of Graph Edit Distance in Quadratic Time

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2015, GbRPR.

Improving bipartite graph edit distance approximation using various search strategies

Kaspar Riesen, Horst Bunke, 2015, Pattern Recognit..

Graph Classification and Clustering Based on Vector Space Embedding

Kaspar Riesen, Horst Bunke, H. Bunke, 2010, Series in Machine Perception and Artificial Intelligence.

Recent advances in graph-based pattern recognition with applications in document analysis

Kaspar Riesen, Horst Bunke, H. Bunke, 2011, Pattern Recognit..

Graph Classification Based on Vector Space Embedding

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, Int. J. Pattern Recognit. Artif. Intell..

Reducing the Dimensionality of Vector Space Embeddings of Graphs

Kaspar Riesen, Horst Bunke, Vivian Kilchherr, 2007, MLDM.

Graph Embedding Using Dissimilarities with Applications in Classification

Kaspar Riesen, Horst Bunke, 2013 .

Graph Classification on Dissimilarity Space Embedding

Kaspar Riesen, Horst Bunke, H. Bunke, 2008, SSPR/SPR.

Keyword spotting in historical handwritten documents based on graph matching

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2018, Pattern Recognit..

A Survey on Applications of Bipartite Graph Edit Distance

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2017, GbRPR.

Appendix B: Data Sets

Kaspar Riesen, Kaspar Riesen, 2015 .

Speeding-Up Graph-Based Keyword Spotting by Quadtree Segmentations

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2017, CAIP.

Combining graph edit distance and triplet networks for offline signature verification

Marcus Liwicki, Kaspar Riesen, Andreas Fischer, 2019, Pattern Recognit. Lett..

Filters for graph-based keyword spotting in historical handwritten documents

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2020, Pattern Recognit. Lett..

Bipartite Graph Matching for Computing the Edit Distance of Graphs

Kaspar Riesen, Horst Bunke, Michel Neuhaus, 2007, GbRPR.

Graph Classification Based on Dissimilarity Space Embedding

Kaspar Riesen, Horst Bunke, 2008, SSPR/SPR.

Iterative Bipartite Graph Edit Distance Approximation

Kaspar Riesen, Horst Bunke, Rolf Dornberger, 2014, 2014 11th IAPR International Workshop on Document Analysis Systems.

Exact and Inexact Graph Matching: Methodology and Applications

Kaspar Riesen, Horst Bunke, Xiaoyi Jiang, 2010, Managing and Mining Graph Data.

A First Step Towards Exact Graph Edit Distance Using Bipartite Graph Matching

Kaspar Riesen, Francesc Serratosa, Miquel Ferrer, 2015, GbRPR.

Greedy Graph Edit Distance

Kaspar Riesen, Horst Bunke, Rolf Dornberger, 2015, MLDM.

Classifier Ensembles for Vector Space Embedding of Graphs

Kaspar Riesen, Horst Bunke, H. Bunke, 2007, MCS.

Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs

Kaspar Riesen, Horst Bunke, H. Bunke, 2008, ANNPR.

Structural Pattern Recognition with Graph Edit Distance: Approximation Algorithms and Applications

Kaspar Riesen, Kaspar Riesen, 2016 .

Reducing the dimensionality of dissimilarity space embedding graph kernels

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, Eng. Appl. Artif. Intell..

Offline Signature Verification Via Structural Methods: Graph Edit Distance and Inkball Models

Kaspar Riesen, Rolf Ingold, Paul Maergner, 2018, 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Towards the unification of structural and statistical pattern recognition

Kaspar Riesen, Horst Bunke, H. Bunke, 2012, Pattern Recognit. Lett..

Improved quadratic time approximation of graph edit distance by combining Hausdorff matching and greedy assignment

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2017, Pattern Recognit. Lett..

A Survey of State of the Art Methods Employed in the Offline Signature Verification Process

Kaspar Riesen, Andreas Fischer, Michael Stauffer, 2020 .

Speeding Up Graph Edit Distance Computation with a Bipartite Heuristic

Kaspar Riesen, Horst Bunke, Stefan Fankhauser, 2007, MLG.

A Novel Software Toolkit for Graph Edit Distance Computation

Kaspar Riesen, Horst Bunke, Sandro Emmenegger, 2013, GbRPR.

Improving Hausdorff Edit Distance Using Structural Node Context

Volkmar Frinken, Kaspar Riesen, Horst Bunke, 2015, GbRPR.

SIGNATURE VERIFICATION VIA GRAPH-BASED METHODS

Kaspar Riesen, Andreas Fischer, Paul Maergner, 2020 .

Learning Heuristics to Reduce the Overestimation of Bipartite Graph Edit Distance Approximation

Kaspar Riesen, Francesc Serratosa, Miquel Ferrer, 2015, MLDM.

KvGR: A Graph-Based Interface for Explorative Sequential Question Answering on Heterogeneous Information Sources

Kaspar Riesen, Hans Friedrich Witschel, Loris Grether, 2020, ECIR.

Efficient Suboptimal Graph Isomorphism

Kaspar Riesen, Horst Bunke, Stefan Fankhauser, 2009, GbRPR.

Approximate graph edit distance computation by means of bipartite graph matching

Kaspar Riesen, Horst Bunke, H. Bunke, 2009, Image Vis. Comput..

Approximation of graph edit distance based on Hausdorff matching

Volkmar Frinken, Ching Y. Suen, Kaspar Riesen, 2015, Pattern Recognit..

Graph Edit Distance - Novel Approximation Algorithms

Kaspar Riesen, Horst Bunke, 2016, Handbook of Pattern Recognition and Computer Vision.

Sketch-Based User Authentication With a Novel String Edit Distance Model

Kaspar Riesen, Thomas Hanne, Roman Schmidt, 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

On Lipschitz Embeddings of Graphs

Kaspar Riesen, Horst Bunke, 2008, KES.

Graph Embedding Using Dissimilarities

Kaspar Riesen, Horst Bunke, H. Bunke, 2010 .

Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents

Kaspar Riesen, Michael Stauffer, Paul Maergner, 2019, GbRPR.

A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements

Kaspar Riesen, Narayan Schütz, Alexander B. Leichtle, 2019, Artificial Intelligence Review.

A Fast Matching Algorithm for Graph-Based Handwriting Recognition

Volkmar Frinken, Ching Y. Suen, Kaspar Riesen, 2013, GbRPR.

Improved Graph Edit Distance Approximation with Simulated Annealing

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2017, GbRPR.

Vector Space Embedding of Undirected Graphs with Fixed-cardinality Vertex Sequences for Classification

Dimitri Van De Ville, Kaspar Riesen, Horst Bunke, 2010, 2010 20th International Conference on Pattern Recognition.

Clustering Experiments with Vector Space Embedded Graphs

Kaspar Riesen, Horst Bunke, H. Bunke, 2010 .

Suboptimal Graph Isomorphism using bipartite Matching

Kaspar Riesen, Horst Bunke, Stefan Fankhauser, 2012, Int. J. Pattern Recognit. Artif. Intell..

Improving Graph Classification by Isomap

Volkmar Frinken, Kaspar Riesen, Horst Bunke, 2009, GbRPR.

Searching and Browsing in Historical Documents—State of the Art and Novel Approaches for Template-Based Keyword Spotting

Kaspar Riesen, Andreas Fischer, Michael Stauffer, 2018 .

A family of novel kernel graphs for structural pattern recognition

Kaspar Riesen, Horst Bunke, H. Bunke, 2007 .

Improving bipartite graph matching by assessing the assignment confidence

Kaspar Riesen, Francesc Serratosa, Miquel Ferrer, 2015, Pattern Recognit. Lett..

Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs

Kaspar Riesen, Horst Bunke, 2009, CAIP.

Graph-Based Offline Signature Verification pdf

Kaspar Riesen, Rolf Ingold, Paul Maergner, 2019, ArXiv.

Building Classifier Ensembles Using Greedy Graph Edit Distance

Kaspar Riesen, Andreas Fischer, Miquel A. Ferrer, 2015, MCS.

Structural Classifier Ensembles for Vector Space Embedded Graphs

Kaspar Riesen, Horst Bunke, 2007, 2007 International Joint Conference on Neural Networks.

Online signature verification based on string edit distance

Kaspar Riesen, Roman Schmidt, 2019, International Journal on Document Analysis and Recognition (IJDAR).

Improving Approximate Graph Edit Distance by Means of a Greedy Swap Strategy

Kaspar Riesen, Horst Bunke, 2014, ICISP.

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Introduction and Basic Concepts

Kaspar Riesen, Kaspar Riesen, 2015 .

Tackling temporal pattern recognition by vector space embedding

Volkmar Frinken, Kaspar Riesen, Seiichi Uchida, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Graph Edit Distance - Optimal and Suboptimal Algorithms with Applications.

Kaspar Riesen, Horst Bunke, H. Bunke, 2009 .

Graph Based Keyword Spotting in Handwritten Historical Slavic Documents

Kaspar Riesen, Darko Brodic, 2013, ERCIM News.

Classification Experiments with Vector Space Embedded Graphs

Kaspar Riesen, Horst Bunke, H. Bunke, 2010 .

Generalized median graph computation by means of graph embedding in vector spaces

Ernest Valveny, Kaspar Riesen, Horst Bunke, 2010, Pattern Recognit..

Discriminative prototype selection methods for graph embedding

Massimo Piccardi, Kaspar Riesen, Horst Bunke, 2013, Pattern Recognit..

Graph Based Keyword Spotting in Medieval Slavic Documents - A Project Outline

Kaspar Riesen, Darko Brodic, Zoran Milivojevic, 2014, EuroMed.

Graph-based keyword spotting in historical manuscripts using Hausdorff edit distance

Kaspar Riesen, Michael Stauffer, Andreas Fischer, 2019, Pattern Recognit. Lett..

Predicting the correctness of node assignments in bipartite graph matching

Kaspar Riesen, Miquel Ferrer, 2016, Pattern Recognit. Lett..

How to Support Customer Segmentation with Useful Cluster Descriptions

Kaspar Riesen, Hans Friedrich Witschel, Simon Loo, 2015, ICDM.

Improving Graph Edit Distance Approximation by Centrality Measures

Kaspar Riesen, Horst Bunke, Andreas Fischer, 2014, 2014 22nd International Conference on Pattern Recognition.

Matching of Matching-Graphs - A Novel Approach for Graph Classification

Kaspar Riesen, Mathias Fuchs, Kaspar Riesen, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Iterative Creation of Matching-Graphs - Finding Relevant Substructures in Graph Sets

Kaspar Riesen, Mathias Fuchs, Kaspar Riesen, 2021, Iberoamerican Congress on Pattern Recognition.

Natural Language-based User Guidance for Knowledge Graph Exploration: A User Study

Kaspar Riesen, Hans Friedrich Witschel, Loris Grether, 2021, International Conference on Knowledge Discovery and Information Retrieval.

Graph Embedding in Vector Spaces Using Matching-Graphs

Kaspar Riesen, Mathias Fuchs, 2021, SISAP.