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ORCIDHorst Bunke
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- affiliation: University of Bern, Switzerland
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2020 – today
- 2020
[j142]Kaspar Riesen
, Miquel Ferrer, Horst Bunke:
Approximate Graph Edit Distance in Quadratic Time. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 483-494 (2020)
2010 – 2019
- 2018
- [j141]Kaspar Riesen, Andreas Fischer, Horst Bunke:
On the Impact of Using Utilities Rather than Costs for Graph Matching. Neural Process. Lett. 48(2): 691-707 (2018) - [j140]Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal:
Product graph-based higher order contextual similarities for inexact subgraph matching. Pattern Recognit. 76: 596-611 (2018) - 2017
- [j139]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: 55-62 (2017) - [c291]Kaspar Riesen, Andreas Fischer, Horst Bunke:
Improved Graph Edit Distance Approximation with Simulated Annealing. GbRPR 2017: 222-231 - [i1]Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal:
Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching. CoRR abs/1702.00391 (2017) - 2016
- [c290]Kaspar Riesen, Andreas Fischer, Horst Bunke:
Approximation of Graph Edit Distance by Means of a Utility Matrix. ANNPR 2016: 185-194 - [p14]Kaspar Riesen, Horst Bunke:
Graph Edit Distance - Novel Approximation Algorithms. Handbook of Pattern Recognition and Computer Vision 2016: 275-291 - 2015
- [j138]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): 1550011:1-1550011:27 (2015) - [j137]Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao:
Efficient subgraph matching using topological node feature constraints. Pattern Recognit. 48(2): 317-330 (2015) - [j136]Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke:
Approximation of graph edit distance based on Hausdorff matching. Pattern Recognit. 48(2): 331-343 (2015) - [j135]Kaspar Riesen, Horst Bunke:
Improving bipartite graph edit distance approximation using various search strategies. Pattern Recognit. 48(4): 1349-1363 (2015) - [c289]Saurabh Nagrecha, Nitesh V. Chawla, Horst Bunke:
Recurrent Subgraph Prediction. ASONAM 2015: 416-423 - [c288]Kaspar Riesen, Miquel Ferrer, Andreas Fischer, Horst Bunke:
Approximation of Graph Edit Distance in Quadratic Time. GbRPR 2015: 3-12 - [c287]Andreas Fischer, Seiichi Uchida, Volkmar Frinken, Kaspar Riesen, Horst Bunke:
Improving Hausdorff Edit Distance Using Structural Node Context. GbRPR 2015: 148-157 - [c286]Nicholas Dahm, Yongsheng Gao, Terry Caelli, Horst Bunke:
Delaunay-supported edges for image graphs. ICIP 2015: 1036-1040 - [c285]Kaspar Riesen, Miquel Ferrer, Horst Bunke:
Suboptimal Graph Edit Distance Based on Sorted Local Assignments. MCS 2015: 147-156 - [c284]Kaspar Riesen, Miquel Ferrer, Rolf Dornberger, Horst Bunke:
Greedy Graph Edit Distance. MLDM 2015: 3-16 - 2014
- [j134]Volkmar Frinken, Andreas Fischer, Markus Baumgartner, Horst Bunke:
Keyword spotting for self-training of BLSTM NN based handwriting recognition systems. Pattern Recognit. 47(3): 1073-1082 (2014) - [j133]Francisco Zamora-Martínez, Volkmar Frinken, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke:
Neural network language models for off-line handwriting recognition. Pattern Recognit. 47(4): 1642-1652 (2014) - [j132]Kim Boyer, Horst Bunke, Alberto Del Bimbo, Katsushi Ikeuchi, Ken-ichi Maeda:
Special Issue on ICPR 2012 Awarded Papers. Pattern Recognit. Lett. 43: 1-2 (2014) - [c283]Kaspar Riesen, Andreas Fischer, Horst Bunke:
Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation. ANNPR 2014: 117-128 - [c282]Kaspar Riesen, Andreas Fischer, Horst Bunke:
Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time. ANNPR 2014: 129-140 - [c281]Kaspar Riesen, Rolf Dornberger, Horst Bunke:
Iterative Bipartite Graph Edit Distance Approximation. Document Analysis Systems 2014: 61-65 - [c280]Kaspar Riesen, Horst Bunke:
Improving Approximate Graph Edit Distance by Means of a Greedy Swap Strategy. ICISP 2014: 314-321 - [c279]Lu Bai, Horst Bunke, Edwin R. Hancock:
An Attributed Graph Kernel from the Jensen-Shannon Divergence. ICPR 2014: 88-93 - [c278]Kaspar Riesen, Horst Bunke, Andreas Fischer:
Improving Graph Edit Distance Approximation by Centrality Measures. ICPR 2014: 3910-3914 - [c277]Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock:
Attributed Graph Kernels Using the Jensen-Tsallis q-Differences. ECML/PKDD (1) 2014: 99-114 - [c276]Kaspar Riesen, Andreas Fischer, Horst Bunke:
Improving Approximate Graph Edit Distance Using Genetic Algorithms. S+SSPR 2014: 63-72 - [c275]Andreas Fischer, Réjean Plamondon, Yvon Savaria, Kaspar Riesen, Horst Bunke:
A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance. S+SSPR 2014: 83-92 - [p13]Volkmar Frinken, Horst Bunke:
Continuous Handwritten Script Recognition. Handbook of Document Image Processing and Recognition 2014: 391-425 - 2013
- [j131]Jaume Gibert, Ernest Valveny, Horst Bunke:
Embedding of Graphs with discrete Attributes via Label frequencies. Int. J. Pattern Recognit. Artif. Intell. 27(3) (2013) - [j130]Heng Zhang, Da-Han Wang, Cheng-Lin Liu, Horst Bunke:
Keyword Spotting from Online Chinese Handwritten Documents using One-versus-All Character Classification Model. Int. J. Pattern Recognit. Artif. Intell. 27(3) (2013) - [j129]Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke:
Discriminative prototype selection methods for graph embedding. Pattern Recognit. 46(6): 1648-1657 (2013) - [j128]Jonas Richiardi, Sophie Achard, Horst Bunke, Dimitri Van De Ville:
Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process. Mag. 30(3): 58-70 (2013) - [c274]Jaume Gibert, Ernest Valveny, Horst Bunke, Luc Brun:
Graph Clustering through Attribute Statistics Based Embedding. CAIP (1) 2013: 302-309 - [c273]Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao:
A Unified Framework for Strengthening Topological Node Features and Its Application to Subgraph Isomorphism Detection. GbRPR 2013: 11-20 - [c272]Kaspar Riesen, Sandro Emmenegger, Horst Bunke:
A Novel Software Toolkit for Graph Edit Distance Computation. GbRPR 2013: 142-151 - [c271]Yao Lu, Horst Bunke, Cheng-Lin Liu:
An Algorithm for Maximum Common Subgraph of Planar Triangulation Graphs. GbRPR 2013: 162-171 - [c270]Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke:
A Fast Matching Algorithm for Graph-Based Handwriting Recognition. GbRPR 2013: 194-203 - [c269]Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal:
A Product Graph Based Method for Dual Subgraph Matching Applied to Symbol Spotting. GREC 2013: 11-24 - [c268]Andreas Fischer, Volkmar Frinken, Horst Bunke, Ching Y. Suen:
Improving HMM-Based Keyword Spotting with Character Language Models. ICDAR 2013: 506-510 - [c267]Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal:
Near Convex Region Adjacency Graph and Approximate Neighborhood String Matching for Symbol Spotting in Graphical Documents. ICDAR 2013: 1078-1082 - [c266]Angelika Garz, Andreas Fischer, Horst Bunke, Rolf Ingold:
A Binarization-Free Clustering Approach to Segment Curved Text Lines in Historical Manuscripts. ICDAR 2013: 1290-1294 - [c265]Nicholas Dahm, Yongsheng Gao, Terry Caelli, Horst Bunke:
Matching non-aligned objects using a relational string-graph. ICIP 2013: 3394-3398 - 2012
- [j127]Stefan Fankhauser, Kaspar Riesen, Horst Bunke, Peter J. Dickinson:
Suboptimal Graph Isomorphism using bipartite Matching. Int. J. Pattern Recognit. Artif. Intell. 26(6) (2012) - [j126]Volkmar Frinken, Andreas Fischer, R. Manmatha, Horst Bunke:
A Novel Word Spotting Method Based on Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 211-224 (2012) - [j125]Jaume Gibert, Ernest Valveny, Horst Bunke:
Graph embedding in vector spaces by node attribute statistics. Pattern Recognit. 45(9): 3072-3083 (2012) - [j124]Horst Bunke, Kaspar Riesen:
Towards the unification of structural and statistical pattern recognition. Pattern Recognit. Lett. 33(7): 811-825 (2012) - [j123]Andreas Fischer, Andreas Keller, Volkmar Frinken, Horst Bunke:
Lexicon-free handwritten word spotting using character HMMs. Pattern Recognit. Lett. 33(7): 934-942 (2012) - [j122]Jaume Gibert, Ernest Valveny, Horst Bunke:
Feature selection on node statistics based embedding of graphs. Pattern Recognit. Lett. 33(15): 1980-1990 (2012) - [j121]Xiaoyi Jiang, Martin Lambers, Horst Bunke:
Structural performance evaluation of curvilinear structure detection algorithms with application to retinal vessel segmentation. Pattern Recognit. Lett. 33(15): 2048-2056 (2012) - [c264]Angelika Garz, Andreas Fischer, Robert Sablatnig, Horst Bunke:
Binarization-Free Text Line Segmentation for Historical Documents Based on Interest Point Clustering. Document Analysis Systems 2012: 95-99 - [c263]Micheal Baechler, Andreas Fischer, Nada Naji, Rolf Ingold, Horst Bunke, Jacques Savoy:
HisDoc: Historical Document Analysis, Recognition, and Retrieval. DH 2012: 94-96 - [c262]Volkmar Frinken, Markus Baumgartner, Andreas Fischer, Horst Bunke:
Semi-supervised Learning for Cursive Handwriting Recognition Using Keyword Spotting. ICFHR 2012: 49-54 - [c261]Emanuel Indermühle, Volkmar Frinken, Horst Bunke:
Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks. ICFHR 2012: 302-307 - [c260]Volkmar Frinken, Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke:
Long-short term memory neural networks language modeling for handwriting recognition. ICPR 2012: 701-704 - [c259]Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao:
Topological features and iterative node elimination for speeding up subgraph isomorphism detection. ICPR 2012: 1164-1167 - [c258]Anjan Dutta, Jaume Gibert, Josep Lladós, Horst Bunke, Umapada Pal:
Combination of product graph and random walk kernel for symbol spotting in graphical documents. ICPR 2012: 1663-1666 - [c257]Sergiy Fefilatyev, Matthew Shreve, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Kendra Daly, Andrew Remsen, Horst Bunke:
Label-noise reduction with support vector machines. ICPR 2012: 3504-3508 - [c256]Jaume Gibert, Ernest Valveny, Horst Bunke, Alicia Fornés:
On the Correlation of Graph Edit Distance and L 1 Distance in the Attribute Statistics Embedding Space. SSPR/SPR 2012: 135-143 - [p12]Marcus Liwicki, Alex Graves, Horst Bunke:
Neural Networks for Handwriting Recognition. Computational Intelligence Paradigms in Advanced Pattern Classification 2012: 5-24 - 2011
- [j120]Miquel Ferrer, Dimosthenis Karatzas, Ernest Valveny, Itziar Bardají, Horst Bunke:
A generic framework for median graph computation based on a recursive embedding approach. Comput. Vis. Image Underst. 115(7): 919-928 (2011) - [j119]Marcus Liwicki, Horst Bunke, James A. Pittman, Stefan Knerr:
Combining diverse systems for handwritten text line recognition. Mach. Vis. Appl. 22(1): 39-51 (2011) - [j118]Marcus Liwicki, Andreas Schlapbach, Horst Bunke:
Automatic gender detection using on-line and off-line information. Pattern Anal. Appl. 14(1): 87-92 (2011) - [j117]Horst Bunke, Kaspar Riesen:
Recent advances in graph-based pattern recognition with applications in document analysis. Pattern Recognit. 44(5): 1057-1067 (2011) - [j116]Horst Bunke, Kaspar Riesen:
Improving vector space embedding of graphs through feature selection algorithms. Pattern Recognit. 44(9): 1928-1940 (2011) - [c255]Horst Bunke, János Csirik, Zoltan Gingl, Erika Griechisch:
Online Signature Verification Method Based on the Acceleration Signals of Handwriting Samples. CIARP 2011: 499-506 - [c254]Andreas Fischer, Horst Bunke:
Character prototype selection for handwriting recognition in historical documents. EUSIPCO 2011: 1435-1439 - [c253]Jaume Gibert, Ernest Valveny, Horst Bunke:
Dimensionality Reduction for Graph of Words Embedding. GbRPR 2011: 22-31 - [c252]Stefan Fankhauser, Kaspar Riesen, Horst Bunke:
Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching. GbRPR 2011: 102-111 - [c251]Xiaoyi Jiang, Martin Lambers, Horst Bunke:
Structure-Based Evaluation Methodology for Curvilinear Structure Detection Algorithms. GbRPR 2011: 305-314 - [c250]Jaume Gibert, Ernest Valveny, Horst Bunke:
Vocabulary Selection for Graph of Words Embedding. IbPRIA 2011: 216-223 - [c249]Andreas Fischer, Volkmar Frinken, Alicia Fornés, Horst Bunke:
Transcription alignment of Latin manuscripts using hidden Markov models. HIP@ICDAR 2011: 29-36 - [c248]Andreas Fischer, Emanuel Indermühle, Volkmar Frinken, Horst Bunke:
HMM-Based Alignment of Inaccurate Transcriptions for Historical Documents. ICDAR 2011: 53-57 - [c247]Emanuel Indermühle, Volkmar Frinken, Andreas Fischer, Horst Bunke:
Keyword Spotting in Online Handwritten Documents Containing Text and Non-text Using BLSTM Neural Networks. ICDAR 2011: 73-77 - [c246]Alicia Fornés, Volkmar Frinken, Andreas Fischer, Jon Almazán, Gabriel Jackson, Horst Bunke:
A keyword spotting approach using blurred shape model-based descriptors. HIP@ICDAR 2011: 83-90 - [c245]Volkmar Frinken, Andreas Fischer, Horst Bunke, Alicia Fornés:
Co-training for Handwritten Word Recognition. ICDAR 2011: 314-318 - [c244]Jaume Gibert, Ernest Valveny, Oriol Ramos Terrades, Horst Bunke:
Multiple Classifiers for Graph of Words Embedding. MCS 2011: 36-45 - [c243]János Csirik, Peter Bertholet, Horst Bunke:
Sequential Classifier Combination for Pattern Recognition in Wireless Sensor Networks. MCS 2011: 187-196 - [c242]Volkmar Frinken, Andreas Fischer, Horst Bunke:
Improving handwritten keyword spotting with self-training. SAC 2011: 840-845 - 2010
- [b7]Kaspar Riesen, Horst Bunke:
Graph Classification and Clustering Based on Vector Space Embedding. Series in Machine Perception and Artificial Intelligence 77, WorldScientific 2010, ISBN 978-981-4304-71-9, pp. 1-348 - [j115]Alicia Fornés, Josep Lladós, Gemma Sánchez, Xavier Otazu, Horst Bunke:
A combination of features for symbol-independent writer identification in old music scores. Int. J. Document Anal. Recognit. 13(4): 243-259 (2010) - [j114]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): 1642-1655 (2010) - [c241]Volkmar Frinken, Andreas Fischer, Horst Bunke:
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks. ANNPR 2010: 185-196 - [c240]Jaume Gibert, Ernest Valveny, Horst Bunke:
Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis. CIARP 2010: 30-37 - [c239]Volkmar Frinken, Horst Bunke:
Self-training for Handwritten Text Line Recognition. CIARP 2010: 104-112 - [c238]Andreas Fischer, Emanuel Indermühle, Horst Bunke, Gabriel Viehhauser, Michael Stolz:
Ground truth creation for handwriting recognition in historical documents. Document Analysis Systems 2010: 3-10 - [c237]Emanuel Indermühle, Marcus Liwicki, Horst Bunke:
IAMonDo-database: an online handwritten document database with non-uniform contents. Document Analysis Systems 2010: 97-104 - [c236]Andreas Fischer, Kaspar Riesen, Horst Bunke:
Graph Similarity Features for HMM-Based Handwriting Recognition in Historical Documents. ICFHR 2010: 253-258 - [c235]Volkmar Frinken, Andreas Fischer, Horst Bunke, R. Manmatha:
Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents. ICFHR 2010: 352-357 - [c234]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: 902-905 - [c233]Miquel Ferrer, Horst Bunke:
An Iterative Algorithm for Approximate Median Graph Computation. ICPR 2010: 1562-1565 - [c232]Andreas Fischer, Andreas Keller, Volkmar Frinken, Horst Bunke:
HMM-based Word Spotting in Handwritten Documents Using Subword Models. ICPR 2010: 3416-3419 - [c231]Wan-Jui Lee, Robert P. W. Duin, Horst Bunke:
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems. MCS 2010: 155-164 - [c230]Volkmar Frinken, Andreas Fischer, Horst Bunke:
Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting. MCS 2010: 215-224 - [c229]Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas M. Breuel:
Text versus non-text distinction in online handwritten documents. SAC 2010: 3-7 - [p11]Kaspar Riesen, Xiaoyi Jiang, Horst Bunke:
Exact and Inexact Graph Matching: Methodology and Applications. Managing and Mining Graph Data 2010: 217-247
2000 – 2009
- 2009
- [j113]Kaspar Riesen, Horst Bunke:
Reducing the dimensionality of dissimilarity space embedding graph kernels. Eng. Appl. Artif. Intell. 22(1): 48-56 (2009) - [j112]Marcus Liwicki, Horst Bunke:
Feature Selection for HMM and BLSTM Based Handwriting Recognition of Whiteboard Notes. Int. J. Pattern Recognit. Artif. Intell. 23(5): 907-923 (2009) - [j111]Kaspar Riesen, Horst Bunke:
Graph Classification Based on Vector Space Embedding. Int. J. Pattern Recognit. Artif. Intell. 23(6): 1053-1081 (2009) - [j110]Kaspar Riesen, Horst Bunke:
Approximate graph edit distance computation by means of bipartite graph matching. Image Vis. Comput. 27(7): 950-959 (2009) - [j109]Alex Graves, Marcus Liwicki, Santiago Fernández, Roman Bertolami, Horst Bunke, Jürgen Schmidhuber:
A Novel Connectionist System for Unconstrained Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 31(5): 855-868 (2009) - [j108]Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen:
New Frontiers in Handwriting Recognition. Pattern Recognit. 42(12): 3129-3130 (2009) - [j107]Marcus Liwicki, Horst Bunke:
Combining diverse on-line and off-line systems for handwritten text line recognition. Pattern Recognit. 42(12): 3254-3263 (2009) - [j106]Kaspar Riesen, Horst Bunke:
Graph Classification by Means of Lipschitz Embedding. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1472-1483 (2009) - [c228]Andreas Fischer, Horst Bunke:
Kernel PCA for HMM-Based Cursive Handwriting Recognition. CAIP 2009: 181-188 - [c227]Volkmar Frinken, Tim Peter, Andreas Fischer, Horst Bunke, Trinh Minh Tri Do, Thierry Artières:
Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. CAIP 2009: 189-196 - [c226]Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Itziar Bardají, Horst Bunke:
Graph-Based k-Means Clustering: A Comparison of the Set Median versus the Generalized Median Graph. CAIP 2009: 342-350 - [c225]Kaspar Riesen, Horst Bunke:
Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs. CAIP 2009: 377-384 - [c224]Miquel Ferrer, Dimosthenis Karatzas, Ernest Valveny, Horst Bunke:
A Recursive Embedding Approach to Median Graph Computation. GbRPR 2009: 113-123 - [c223]Kaspar Riesen, Stefan Fankhauser, Horst Bunke, Peter J. Dickinson:
Efficient Suboptimal Graph Isomorphism. GbRPR 2009: 124-133 - [c222]Kaspar Riesen, Volkmar Frinken, Horst Bunke:
Improving Graph Classification by Isomap. GbRPR 2009: 205-214 - [c221]Volkmar Frinken, Horst Bunke:
Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition. ICDAR 2009: 31-35 - [c220]