Kaspar Riesen

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Neural Decompiling of Tracr Transformers.

[BibT_eX]

[DOI]

Hannes Thurnherr

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

Leveraging LSTM Embeddings for River Water Temperature Modeling.

[BibT_eX]

[DOI]

Benjamin Fankhauser

Vidushi Bigler

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

Learning Graph Matching with Graph Neural Networks.

[BibT_eX]

[DOI]

Kalvin Dobler

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

2023

Graph-based pattern recognition on spectral reduced graphs.

[BibT_eX]

[DOI]

Pattern Recognit., December, 2023

Building Multiple Classifier Systems Using Linear Combinations of Reduced Graphs.

[BibT_eX]

[DOI]

SN Comput. Sci., November, 2023

Novel Benchmark Data Set for Automatic Error Detection and Correction.

[BibT_eX]

[DOI]

Corina Masanti

Proceedings of the Natural Language Processing and Information Systems, 2023

Two-Step Graph Classification on the Basis of Hierarchical Graphs.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Graph-Based vs. Vector-Based Classification: A Fair Comparison.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

Matching-Graphs for Building Classification Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

Graph-Based Deep Learning on the Swiss River Network.

[BibT_eX]

[DOI]

Benjamin Fankhauser

Vidushi Bigler

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

Bridging Distinct Spaces in Graph-Based Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022

A novel way to formalize stable graph cores by using matching-graphs.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Graph Reduction Neural Networks for Structural Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Improving Graph Classification by Means of Linear Combinations of Reduced Graphs.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Augment Small Training Sets Using Matching-Graphs.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Graph Augmentation for Neural Networks Using Matching-Graphs.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022

2021

Graph Embedding in Vector Spaces Using Matching-Graphs.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

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

[BibT_eX]

[DOI]

Loris Grether

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Approximate Graph Edit Distance in Quadratic Time.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Filters for graph-based keyword spotting in historical handwritten documents.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

A Novel Data Set for Information Retrieval on the Basis of Subgraph Matching.

[BibT_eX]

[DOI]

Loris Grether

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

[BibT_eX]

[DOI]

Vinaychandran Pondenkandath

Loris Grether

Proceedings of the Advances in Information Retrieval, 2020

2019

Combining graph edit distance and triplet networks for offline signature verification.

[BibT_eX]

[DOI]

Paul Maergner

Pattern Recognit. Lett., 2019

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Online signature verification based on string edit distance.

[BibT_eX]

[DOI]

Roman Schmidt

Int. J. Document Anal. Recognit., 2019

Graph-Based Offline Signature Verification.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Narayan Schütz

Alexander B. Leichtle

Artif. Intell. Rev., 2019

Offline Signature Verification using Structural Dynamic Time Warping.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Graph Embedding for Offline Handwritten Signature Verification.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Biometric Engineering and Applications, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Graph-Based Keyword Spotting

[BibT_eX]

[DOI]

Series in Machine Perception and Artificial Intelligence 86, WorldScientific, ISBN: 9789811206641, 2019

2018

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

[BibT_eX]

[DOI]

Thomas Hanne

Roman Schmidt

IEEE Trans. Syst. Man Cybern. Syst., 2018

Keyword spotting in historical handwritten documents based on graph matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

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

[BibT_eX]

[DOI]

Vinaychandran Pondenkandath

Neural Process. Lett., 2018

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

[BibT_eX]

[DOI]

Paul Maergner

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

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

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Ensembles for Graph-Based Keyword Spotting in Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Structural Approach to Offline Signature Verification Using Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Survey on Applications of Bipartite Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Improved Graph Edit Distance Approximation with Simulated Annealing.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Speeding-Up Graph-Based Keyword Spotting by Quadtree Segmentations.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2017

2016

Predicting the correctness of node assignments in bipartite graph matching.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Graph-Based Keyword Spotting in Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

A Novel Graph Database for Handwritten Word Images.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

On the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance.

[BibT_eX]

[DOI]

Xavier Cortés

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Approximation of Graph Edit Distance by Means of a Utility Matrix.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

Graph Edit Distance - Novel Approximation Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015

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

[BibT_eX]

[DOI]

Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-3-319-27252-8, 2015

Improving bipartite graph matching by assessing the assignment confidence.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Improving bipartite graph edit distance approximation using various search strategies.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Approximation of graph edit distance based on Hausdorff matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

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

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2015

Greedy Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Suboptimal Graph Edit Distance Based on Sorted Local Assignments.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Building Classifier Ensembles Using Greedy Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

How to Support Customer Segmentation with Useful Cluster Descriptions.

[BibT_eX]

[DOI]

Simon Loo

Proceedings of the Advances in Data Mining: Applications and Theoretical Aspects, 2015

Tackling temporal pattern recognition by vector space embedding.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Approximation of Graph Edit Distance in Quadratic Time.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Improving Hausdorff Edit Distance Using Structural Node Context.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Improving Approximate Graph Edit Distance Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Improving Graph Edit Distance Approximation by Centrality Measures.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing - 6th International Conference, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014

Iterative Bipartite Graph Edit Distance Approximation.

[BibT_eX]

[DOI]

Rolf Dornberger

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2013

Discriminative prototype selection methods for graph embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Graph Based Keyword Spotting in Handwritten Historical Slavic Documents.

[BibT_eX]

[DOI]

Darko Brodic

ERCIM News, 2013

A Novel Software Toolkit for Graph Edit Distance Computation.

[BibT_eX]

[DOI]

Sandro Emmenegger

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

A Fast Matching Algorithm for Graph-Based Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

2012

Towards the unification of structural and statistical pattern recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Suboptimal Graph Isomorphism using bipartite Matching.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2012

2011

Improving vector space embedding of graphs through feature selection algorithms.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

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

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching.

[BibT_eX]

[DOI]

Stefan Fankhauser

Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

2010

Graph Classification and Clustering Based on Vector Space Embedding

[BibT_eX]

[DOI]

Series in Machine Perception and Artificial Intelligence 77, WorldScientific, ISBN: 978-981-4465-03-8, 2010

Exact and Inexact Graph Matching: Methodology and Applications.

[BibT_eX]

[DOI]

Xiaoyi Jiang

Proceedings of the Managing and Mining Graph Data, 2010

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

[BibT_eX]

[DOI]

Pattern Recognit., 2010

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

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Graph Similarity Features for HMM-Based Handwriting Recognition in Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009

Graph Classification by Means of Lipschitz Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

Approximate graph edit distance computation by means of bipartite graph matching.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Graph Classification Based on Vector Space Embedding.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2009

Reducing the dimensionality of dissimilarity space embedding graph kernels.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2009

Dissimilarity Based Vector Space Embedding of Graphs Using Prototype Reduction Schemes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Cluster Ensembles Based on Vector Space Embeddings of Graphs.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Efficient Suboptimal Graph Isomorphism.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Improving Graph Classification by Isomap.

[BibT_eX]

[DOI]

Volkmar Frinken

Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008

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

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

Graph Classification Based on Dissimilarity Space Embedding.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

Graph Classification on Dissimilarity Space Embedding.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

Non-linear Transformations of Vector Space Embedded Graphs.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2008

Recent Developments in Graph Classification and Clustering using Graph Embedding Kernels.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2008

On Lipschitz Embeddings of Graphs.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Generalized Graph Matching for Data Mining and Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Medical Applications, 2008

An experimental study of graph classification using prototype selection.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An approximate algorithm for median graph computation using graph embedding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Speeding Up Graph Edit Distance Computation with a Bipartite Heuristic.

[BibT_eX]

[DOI]

Stefan Fankhauser

Proceedings of the Mining and Learning with Graphs, 2007

Reducing the Dimensionality of Vector Space Embeddings of Graphs.

[BibT_eX]

[DOI]

Vivian Kilchherr

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Classifier Ensembles for Vector Space Embedding of Graphs.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Structural Classifier Ensembles for Vector Space Embedded Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Graph Embedding in Vector Spaces by Means of Prototype Selection.

[BibT_eX]

[DOI]

Michel Neuhaus

Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

Bipartite Graph Matching for Computing the Edit Distance of Graphs.

[BibT_eX]

[DOI]

Michel Neuhaus

Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

A Family of Novel Graph Kernels for Structural Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2007

2006

Fast Suboptimal Algorithms for the Computation of Graph Edit Distance.

[BibT_eX]

[DOI]

Michel Neuhaus