Kaspar Riesen

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Venues

GbRPR

S+SSPR

Pattern Recognit. Lett.

Pattern Recognit.

Publications

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen
Impute Water Temperature in the Swiss River Network Using LSTMs. ICPRAM (2024)
Anthony Gillioz, Kaspar Riesen
Two-Step Graph Classification on the Basis of Hierarchical Graphs. ICPRAM (2023)
Anthony Gillioz, Kaspar Riesen
Graph-based pattern recognition on spectral reduced graphs. Pattern Recognit. 144 (2023)
Anthony Gillioz, Kaspar Riesen
Graph-Based vs. Vector-Based Classification: A Fair Comparison. GbRPR (2023)
Mathias Fuchs, Kaspar Riesen
Matching-Graphs for Building Classification Ensembles. GbRPR (2023)
Anthony Gillioz, Kaspar Riesen
Building Multiple Classifier Systems Using Linear Combinations of Reduced Graphs. SN Comput. Sci. 4 (6) (2023)
Corina Masanti, Hans Friedrich Witschel, Kaspar Riesen
Novel Benchmark Data Set for Automatic Error Detection and Correction. NLDB (2023)
Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen
Graph-Based Deep Learning on the Swiss River Network. GbRPR (2023)
Linlin Jia, Xiao Ning, Benoit Gaüzère, Paul Honeine, Kaspar Riesen
Bridging Distinct Spaces in Graph-Based Machine Learning. ACPR (2) (2023)
Mathias Fuchs, Kaspar Riesen
A novel way to formalize stable graph cores by using matching-graphs. Pattern Recognit. 131 (2022)
Mathias Fuchs, Kaspar Riesen
Augment Small Training Sets Using Matching-Graphs. ICPRAI (2) (2022)
Anthony Gillioz, Kaspar Riesen
Graph Reduction Neural Networks for Structural Pattern Recognition. S+SSPR (2022)
Mathias Fuchs, Kaspar Riesen
Graph Augmentation for Neural Networks Using Matching-Graphs. ANNPR (2022)
Anthony Gillioz, Kaspar Riesen
Improving Graph Classification by Means of Linear Combinations of Reduced Graphs. ICPRAM (2022)
Hans Friedrich Witschel, Kaspar Riesen, Loris Grether
Natural Language-based User Guidance for Knowledge Graph Exploration: A User Study. KDIR (2021)
Mathias Fuchs, Kaspar Riesen
Iterative Creation of Matching-Graphs - Finding Relevant Substructures in Graph Sets. CIARP (2021)
Mathias Fuchs, Kaspar Riesen
Graph Embedding in Vector Spaces Using Matching-Graphs. SISAP (2021)
Kaspar Riesen, Miquel Ferrer, Horst Bunke
Approximate Graph Edit Distance in Quadratic Time. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Filters for graph-based keyword spotting in historical handwritten documents. Pattern Recognit. Lett. 134 (2020)
Hans Friedrich Witschel, Kaspar Riesen, Loris Grether
KvGR: A Graph-Based Interface for Explorative Sequential Question Answering on Heterogeneous Information Sources. ECIR (1) (2020)
Kaspar Riesen, Hans Friedrich Witschel, Loris Grether
A Novel Data Set for Information Retrieval on the Basis of Subgraph Matching. S+SSPR (2020)
Mathias Fuchs, Kaspar Riesen
Matching of Matching-Graphs - A Novel Approach for Graph Classification. ICPR (2020)
Mohammad Reza Ameri, Michael Stauffer, Kaspar Riesen, Tien D. Bui, Andreas Fischer
Graph-based keyword spotting in historical manuscripts using Hausdorff edit distance. Pattern Recognit. Lett. 121 (2019)
Paul Maergner, Nicholas R. Howe, Kaspar Riesen, Rolf Ingold, Andreas Fischer
Graph-Based Offline Signature Verification. CoRR (2019)
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
Combining graph edit distance and triplet networks for offline signature verification. Pattern Recognit. Lett. 125 (2019)
Michael Stauffer, Paul Maergner, Andreas Fischer, Kaspar Riesen
Graph Embedding for Offline Handwritten Signature Verification. ICBEA (2019)
Michael Stauffer, Paul Maergner, Andreas Fischer, Rolf Ingold, Kaspar Riesen
Offline Signature Verification using Structural Dynamic Time Warping. ICDAR (2019)
Narayan Schütz, Alexander B. Leichtle, Kaspar Riesen
A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements. Artif. Intell. Rev. 52 (4) (2019)
Kaspar Riesen, Roman Schmidt
Online signature verification based on string edit distance. Int. J. Document Anal. Recognit. 22 (1) (2019)
Michael Stauffer, Paul Maergner, Andreas Fischer, Kaspar Riesen
Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents. GbRPR (2019)
Kaspar Riesen, Andreas Fischer, Horst Bunke
On the Impact of Using Utilities Rather than Costs for Graph Matching. Neural Process. Lett. 48 (2) (2018)
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. CoRR (2018)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Graph-Based Keyword Spotting in Historical Documents Using Context-Aware Hausdorff Edit Distance. DAS (2018)
Kaspar Riesen, Thomas Hanne, Roman Schmidt
Sketch-Based User Authentication With a Novel String Edit Distance Model. IEEE Trans. Syst. Man Cybern. Syst. 48 (3) (2018)
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. S+SSPR (2018)
Paul Maergner, Nicholas R. Howe, Kaspar Riesen, Rolf Ingold, Andreas Fischer
Offline Signature Verification Via Structural Methods: Graph Edit Distance and Inkball Models. ICFHR (2018)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Keyword spotting in historical handwritten documents based on graph matching. Pattern Recognit. 81 (2018)
Michael Stauffer, Thomas Tschachtli, Andreas Fischer, Kaspar Riesen
A Survey on Applications of Bipartite Graph Edit Distance. GbRPR (2017)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Speeding-Up Graph-Based Keyword Spotting by Quadtree Segmentations. CAIP (1) (2017)
Paul Maergner, Kaspar Riesen, Rolf Ingold, Andreas Fischer
A Structural Approach to Offline Signature Verification Using Graph Edit Distance. ICDAR (2017)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Speeding-Up Graph-Based Keyword Spotting in Historical Handwritten Documents. GbRPR (2017)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Improved Graph Edit Distance Approximation with Simulated Annealing. GbRPR (2017)
Andreas Fischer, Kaspar Riesen, Horst Bunke
Improved quadratic time approximation of graph edit distance by combining Hausdorff matching and greedy assignment. Pattern Recognit. Lett. 87 (2017)
Brian Kenji Iwana, Volkmar Frinken, Kaspar Riesen, Seiichi Uchida
Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes. Pattern Recognit. 64 (2017)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Ensembles for Graph-Based Keyword Spotting in Historical Handwritten Documents. ICDAR (2017)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
Graph-Based Keyword Spotting in Historical Handwritten Documents. S+SSPR (2016)
Xavier Cortés, Francesc Serratosa, Kaspar Riesen
On the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance. S+SSPR (2016)
Michael Stauffer, Andreas Fischer, Kaspar Riesen
A Novel Graph Database for Handwritten Word Images. S+SSPR (2016)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Approximation of Graph Edit Distance by Means of a Utility Matrix. ANNPR (2016)
Kaspar Riesen, Miquel Ferrer
Predicting the correctness of node assignments in bipartite graph matching. Pattern Recognit. Lett. 69 (2016)
Brian Kenji Iwana, Seiichi Uchida, Kaspar Riesen, Volkmar Frinken
Tackling temporal pattern recognition by vector space embedding. ICDAR (2015)
Kaspar Riesen, Miquel Ferrer, Rolf Dornberger, Horst Bunke
Greedy Graph Edit Distance. MLDM (2015)
Kaspar Riesen, Miquel Ferrer, Horst Bunke
Suboptimal Graph Edit Distance Based on Sorted Local Assignments. MCS (2015)
Kaspar Riesen, Miquel Ferrer, Andreas Fischer
Building Classifier Ensembles Using Greedy Graph Edit Distance. MCS (2015)
Hans Friedrich Witschel, Simon Loo, Kaspar Riesen
How to Support Customer Segmentation with Useful Cluster Descriptions. ICDM (2015)
Andreas Fischer, Seiichi Uchida, Volkmar Frinken, Kaspar Riesen, Horst Bunke
Improving Hausdorff Edit Distance Using Structural Node Context. GbRPR (2015)
Kaspar Riesen, Miquel Ferrer, Andreas Fischer, Horst Bunke
Approximation of Graph Edit Distance in Quadratic Time. GbRPR (2015)
Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke
Approximation of graph edit distance based on Hausdorff matching. Pattern Recognit. 48 (2) (2015)
Miquel Ferrer, Francesc Serratosa, Kaspar Riesen
Improving bipartite graph matching by assessing the assignment confidence. Pattern Recognit. Lett. 65 (2015)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Estimating Graph Edit Distance Using Lower and Upper Bounds of Bipartite Approximations. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
Kaspar Riesen, Horst Bunke
Improving bipartite graph edit distance approximation using various search strategies. Pattern Recognit. 48 (4) (2015)
Miquel Ferrer, Francesc Serratosa, Kaspar Riesen
A First Step Towards Exact Graph Edit Distance Using Bipartite Graph Matching. GbRPR (2015)
Miquel Ferrer, Francesc Serratosa, Kaspar Riesen
Learning Heuristics to Reduce the Overestimation of Bipartite Graph Edit Distance Approximation. MLDM (2015)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Improving Approximate Graph Edit Distance Using Genetic Algorithms. S+SSPR (2014)
Benoit Gaüzère, Sébastien Bougleux, Kaspar Riesen, Luc Brun
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. S+SSPR (2014)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation. ANNPR (2014)
Andreas Fischer, Réjean Plamondon, Yvon Savaria, Kaspar Riesen, Horst Bunke
A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance. S+SSPR (2014)
Kaspar Riesen, Horst Bunke, Andreas Fischer
Improving Graph Edit Distance Approximation by Centrality Measures. ICPR (2014)
Kaspar Riesen, Darko Brodic, Zoran N. Milivojevic, Cedomir A. Maluckov
Graph Based Keyword Spotting in Medieval Slavic Documents - A Project Outline. EuroMed (2014)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time. ANNPR (2014)
Kaspar Riesen, Rolf Dornberger, Horst Bunke
Iterative Bipartite Graph Edit Distance Approximation. Document Analysis Systems (2014)
Kaspar Riesen, Horst Bunke
Improving Approximate Graph Edit Distance by Means of a Greedy Swap Strategy. ICISP (2014)
Kaspar Riesen, Darko Brodic
Graph Based Keyword Spotting in Handwritten Historical Slavic Documents. ERCIM News 2013 (95) (2013)
Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke
A Fast Matching Algorithm for Graph-Based Handwriting Recognition. GbRPR (2013)
Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke
Discriminative prototype selection methods for graph embedding. Pattern Recognit. 46 (6) (2013)
Kaspar Riesen, Sandro Emmenegger, Horst Bunke
A Novel Software Toolkit for Graph Edit Distance Computation. GbRPR (2013)
Stefan Fankhauser, Kaspar Riesen, Horst Bunke, Peter J. Dickinson
Suboptimal Graph Isomorphism using bipartite Matching. Int. J. Pattern Recognit. Artif. Intell. 26 (6) (2012)
Horst Bunke, Kaspar Riesen
Towards the unification of structural and statistical pattern recognition. Pattern Recognit. Lett. 33 (7) (2012)
Horst Bunke, Kaspar Riesen
Recent advances in graph-based pattern recognition with applications in document analysis. Pattern Recognit. 44 (5) (2011)
Stefan Fankhauser, Kaspar Riesen, Horst Bunke
Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching. GbRPR (2011)
Horst Bunke, Kaspar Riesen
Improving vector space embedding of graphs through feature selection algorithms. Pattern Recognit. 44 (9) (2011)
Andreas Fischer, Kaspar Riesen, Horst Bunke
Graph Similarity Features for HMM-Based Handwriting Recognition in Historical Documents. ICFHR (2010)
Jonas Richiardi, Dimitri Van De Ville, Kaspar Riesen, Horst Bunke
Vector Space Embedding of Undirected Graphs with Fixed-cardinality Vertex Sequences for Classification. ICPR (2010)
Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Kaspar Riesen, Horst Bunke
Generalized median graph computation by means of graph embedding in vector spaces. Pattern Recognit. 43 (4) (2010)
Kaspar Riesen, Horst Bunke
Reducing the dimensionality of dissimilarity space embedding graph kernels. Eng. Appl. Artif. Intell. 22 (1) (2009)
Kaspar Riesen, Horst Bunke
Graph Classification Based on Vector Space Embedding. Int. J. Pattern Recognit. Artif. Intell. 23 (6) (2009)
Kaspar Riesen, Horst Bunke
Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs. CAIP (2009)
Kaspar Riesen, Stefan Fankhauser, Horst Bunke, Peter J. Dickinson
Efficient Suboptimal Graph Isomorphism. GbRPR (2009)
Kaspar Riesen, Horst Bunke
Approximate graph edit distance computation by means of bipartite graph matching. Image Vis. Comput. 27 (7) (2009)
Kaspar Riesen, Horst Bunke
Graph Classification by Means of Lipschitz Embedding. IEEE Trans. Syst. Man Cybern. Part B 39 (6) (2009)
Kaspar Riesen, Horst Bunke
Dissimilarity Based Vector Space Embedding of Graphs Using Prototype Reduction Schemes. MLDM (2009)
Kaspar Riesen, Volkmar Frinken, Horst Bunke
Improving Graph Classification by Isomap. GbRPR (2009)
Kaspar Riesen, Horst Bunke
Cluster Ensembles Based on Vector Space Embeddings of Graphs. MCS (2009)
Kaspar Riesen, Horst Bunke
On Lipschitz Embeddings of Graphs. KES (1) (2008)
Kaspar Riesen, Horst Bunke
Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs. ANNPR (2008)
Kaspar Riesen, Horst Bunke
Non-linear Transformations of Vector Space Embedded Graphs. PRIS (2008)
Horst Bunke, Kaspar Riesen
Graph Classification Based on Dissimilarity Space Embedding. SSPR/SPR (2008)
Kaspar Riesen, Horst Bunke
IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning. SSPR/SPR (2008)
Andreas Fischer, Kaspar Riesen, Horst Bunke
An experimental study of graph classification using prototype selection. ICPR (2008)
Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Kaspar Riesen, Horst Bunke
An approximate algorithm for median graph computation using graph embedding. ICPR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kaspar Riesen