Bunke, Horst

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2010

Stolz, Michael; Fischer, Andreas; Indermühle, Emanuel; Bunke, Horst; Viehhauser, Gabriel (2010). Ground Truth Creation for Handwriting Recognition in Historical Documents. In: Doermann, David S.; Govindaraju, Venu; Lopresti, Daniel P.; Natarajan, Premkumar (eds.) The Ninth IAPR International Workshop on Document Analysis Systems (DAS 2010). ACM International Conference Proceeding Series (pp. 3-10). New York: Association for Computing Machinery ACM 10.1145/1815330.1815331

Riesen, Kaspar; Bunke, Horst (2010). Graph Classification and Clustering Based on Vector Space Embedding. Series in machine perception and artificial intelligence: Vol. 77. Singapore: World Scientific Publishing

Ferrer, M.; Valveny, E.; Serratosa, F.; Riesen, Kaspar; Bunke, Horst (2010). Generalized median graph computation by means of graph embedding in vector spaces. Pattern recognition, 43(4), pp. 1642-1655. Oxford: Pergamon 10.1016/j.patcog.2009.10.013

Fornes, A.; Llados, J.; Sanchez, G.; Otazu, X.; Bunke, Horst (2010). A combination of features for symbol-independent writer identification in old music scores. International journal on document analysis and recognition, 13(4), pp. 243-259. Berlin: Springer 10.1007/s10032-010-0123-7

Frinken, Volkmar; Fischer, Andreas; Bunke, Horst (2010). Combining neural networks to improve performance of handwritten keyword spotting systems. In: El Gayar, Neamat; Kittler, Josef; Roli, Fabio (eds.) Multiple Classifier Systems. 9th International Workshop, MCS 2010 Cairo, Egypt, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science: Vol. 5997 (pp. 215-224). Heidelberg: Springer Verlag 10.1007/978-3-642-12127-2_22

Lee, Wan-Jui; Duin, Robert P.W.; Bunke, Horst (2010). Global versus local structures for building graph-based multiple classifier systems. In: El Gayar, Neamat; Kittler, Josef; Roli, Fabio (eds.) Multiple Classifier Systems. 9th International Workshop, MCS 2010 Cairo, Egypt, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science: Vol. 5997 (pp. 155-164). Heidelberg: Springer Verlag 10.1007/978-3-642-12127-2_16

Frinken, Volkmar; Fischer, Andreas; Bunke, Horst (2010). A novel word spotting algorithm using bidirectional long short-term memory neural networks. In: El Gayar, Neamat; Kittler, Josef; Roli, Fabio (eds.) Artificial Neural Networks in Pattern Recognition. 4th IAPR TC3 Workshop, ANNPR 2010 Cairo, Egypt, April 11-13, 2010. Proceedings. Lecture Notes in Computer Science: Vol. 5998 (pp. 185-196). Heidelberg: Springer Verlag 10.1007/978-3-642-12159-3_17

Ferrer, M.; Bunke, Horst (2010). An iterative algorithm for approximate median graph computation. In: 20th International Conference on Pattern Recognition. Proceedings (pp. 1562-1565). Washington, DC: IEEE Computer Society 10.1109/icpr.2010.386

Fischer, Andreas; Keller, A.; Frinken, Volkmar; Bunke, Hors (2010). HMM-based word spotting in handwritten documents using subword models. In: 20th International Conference on Pattern Recognition. Proceedings (pp. 3416-3419). Washington, DC: IEEE Computer Society 10.1109/icpr.2010.834

Richiardi, J.; Van de Ville, D.; Riesen, K.; Bunke, Horst (2010). Vector space embedding of undirected graphs with fixed-cardinality vertex sequences for classification. In: 20th International Conference on Pattern Recognition. Proceedings (pp. 902-905). Washington, DC: IEEE Computer Society 10.1109/icpr.2010.227

Indermühle, Emanuel; Liwicki, Marcus; Bunke, Horst (2010). IAM on Do-database: an online handwritten document database with non-uniform contents. In: Doermann, David S.; Govindaraju, Venu Lopresti; Natarajan, Premkumar (eds.) The Ninth IAPR International Workshop on Document Analysis Systems (DAS 2010). ACM International Conference Proceeding Series (pp. 97-104). New York: Association for Computing Machinery ACM 10.1145/1815330.1815343

Indermühle, Emanuel; Bunke, Horst; Shafait, F.; Breuel, T. (2010). Text vs. non-text distinction in online handwritten documents. In: 25th Annual ACM Symposium on Applied Computing (p. 3). New York: Association for Computing Machinery ACM 10.1145/1774088.1774090

Gibert, Jaume; Valveny, Ernest; Bunke, Horst (2010). Graph of words embedding for molecular structure-activity relationship analysis. In: Bloch, Isabelle; Cesar, Roberto M. (eds.) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010 São Paulo, Brazil, November 8-11, 2010. Proceedings. Lecture Notes in Computer Science: Vol. 6419 (pp. 30-37). Heidelberg: Springer Verlag 10.1007/978-3-642-16687-7_9

Frinken, Volkmar; Bunke, Horst (2010). Self-training for handwritten text line recognition. In: Bloch, Isabelle; Cesar, Roberto M. (eds.) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010 São Paulo, Brazil, November 8-11, 2010. Proceedings. Lecture Notes in Computer Science: Vol. 6419 (pp. 104-112). Heidelberg: Springer Verlag 10.1007/978-3-642-16687-7_18

Fischer, Andreas; Riesen, Kaspar; Bunke, Horst (2010). Graph similarity features for HMM-based handwriting recognition in historical documents. In: 12th International Conference on Frontiers in Handwriting Recognition ICFHR 2010. 10.1109/icfhr.2010.47

Frinken, Volkmar; Fischer, Andreas; Bunke, Horst; Manmatha, R. (2010). Adapting BLSTM neural network based keyword spotting trained on modern data to historical documents. In: 12th International Conference on Frontiers in Handwriting Recognition ICFHR 2010. 10.1109/icfhr.2010.61

Jiang, X.; Bunke, Horst (2010). Learning by generalized median concept. In: Wang, P. (ed.) Pattern Recognition and Machine Vision. Information Science and Technology (pp. 231-246). River Publishers

Riesen, Kaspar; Jiang, Xiaoyi; Bunke, Horst (2010). Exact and inexact graph matching: methodology and applications. In: Aggarwal, Charu C.; Wang, Haixun (eds.) Managing and Mining Graph Data. Advances in database systems: Vol. 40 (pp. 217-247). Berlin-Heidelberg: Springer 10.1007/978-1-4419-6045-0_7

2009

Wüthrich, Markus; Liwicki, Marcus; Fischer, Andreas; Indermühle, Emanuel; Bunke, Horst; Viehhauser, Gabriel; Stolz, Michael (2009). Language Model Integration for the Recognition of Handwritten Medieval Documents. In: Proceedings of the 10th International Conference on Document Analysis and Recognition ICDAR (pp. 211-215). Washington, DC: IEEE Computer Society 10.1109/ICDAR.2009.17

Fischer, Andreas; Wüthrich, Markus; Liwicki, Marcus; Frinken, Volkmar; Bunke, Horst; Viehhauser, Gabriel; Stolz, Michael (2009). Automatic transcription of handwritten medieval documents. In: Proceedings of the 15th International Conference on Virtual Systems and Multimedia (VSMM-2009), September 9-12, Vienna, Austria (pp. 137-142). Washington, DC: IEEE Computer Society 10.1109/VSMM.2009.26

Neuhaus, Michel; Riesen, Kaspar; Bunke, Horst (2009). Novel kernels for error-tolerant graph classification. Spatial vision, 22(5), pp. 425-441. Leiden: Brill 10.1163/156856809789476119

Liwicki, Marcus; Bunke, Horst (2009). Feature selection for HMM and BLSTM based handwriting recognition of whiteboard notes. International journal of pattern recognition and artificial intelligence, 23(5), pp. 907-923. Singapore: World Scientific 10.1142/S0218001409007417

Riesen, Kaspar; Bunke, Horst (2009). Graph classification based on vector space embedding. International journal of pattern recognition and artificial intelligence, 23(6), pp. 1053-1081. Singapore: World Scientific 10.1142/S021800140900748X

Graves, A.; Liwicki, M.; Fernandez, S.; Bertolami, R.; Bunke, H.; Schmidhuber, J. (2009). A novel connectionist system for unconstrained handwriting recognition. IEEE transactions on pattern analysis and machine intelligence, 31(5), pp. 855-869. Los Alamitos, Calif.: IEEE Computer Society 10.1109/TPAMI.2008.137

Riesen, Kaspar; Bunke, Horst (2009). Reducing the dimensionality of dissimilarity space embedding graph kernels. Engineering applications of artificial intelligence, 22(1), pp. 48-56. Oxford: Pergamon 10.1016/j.engappai.2008.04.006

Fischer, Andreas; Bunke, Horst (2009). Kernel PCA for HMM-Based Cursive Handwriting Recognition. In: Jiang, Xiaoyi; Petkov, Nicolai (eds.) Computer Analysis of Images and Patterns. 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5702 (pp. 181-188). Heidelberg: Springer Verlag 10.1007/978-3-642-03767-2_22

Fornés, Alicia; Lladós, Josep; Sánches, Gemma; Bunke, Horst (2009). Symbol independent writer identification in old handwritten music scores. In: 8th IAPR International Workshop on Graphics RECognition - GREC 2009, July 21-23, City University of La Rochelle, France (pp. 186-197). International Association for Pattern Recognition (IAPR)

Bunke, Horst; Riesen, Kaspar (2009). Graph edit distance - optimal and suboptimal algorithms with application. In: Dehmer, Matthias; Emmert-Streib, Frank (eds.) Analysis of Complex Networks. From Biology to Linguistics (pp. 113-143). Chichester: John Wiley & Sons 10.1002/9783527627981.ch6

Riesen, Kaspar; Bunke, Horst (2009). Approximate graph edit distance computation by means of bipartite graph matching. Image and vision computing, 27(7), pp. 950-959. Amsterdam: Elsevier 10.1016/j.imavis.2008.04.004

Riesen, Kaspar; Bunke, Horst (2009). Graph classification by means of Lipschitz embedding. IEEE transactions on systems, man, and cybernetics. Part B - cybernetics, 39(6), pp. 1472-1483. New York, N.Y.: Institute of Electrical and Electronics Engineers IEEE 10.1109/TSMCB.2009.2019264

Liwicki, Marcus; Bunke, Horst (2009). Combining diverse on-line and off-line systems for handwritten text line recognition. Pattern recognition, 42(12), pp. 3254-3263. Oxford: Pergamon 10.1016/j.patcog.2008.10.030

Riesen, Kaspar; Bunke, Horst (2009). Feature ranking algorithms for improving classification of vector space embedded graphs. In: Jiang, Xiaoyi; Petkov, Nicolai (eds.) Computer Analysis of Images and Patterns 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5702 (pp. 377-384). Heidelberg: Springer Verlag 10.1007/978-3-642-03767-2_46

Ferrer, M.; Valveny, E.; Serratosa, F.; Bunke, H. (2009). Graph-based k-means clustering: a comparison of the set median versus the generalized median graph. In: Jiang, Xiaoyi; Petkov, Nicolai (eds.) Computer Analysis of Images and Patterns 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5702 (pp. 342-350). Heidelberg: Springer Verlag 10.1007/978-3-642-03767-2_42

Frinken, Volkmar; Peter, Tim; Fischer, Andreas; Bunke, Horst; Do, Trinh-Minh-Tri; Artieres, Thierry (2009). Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. In: Jiang, Xiaoyi; Petkov, Nicolai (eds.) Computer Analysis of Images and Patterns 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5702 (pp. 189-196). Heidelberg: Springer Verlag 10.1007/978-3-642-03767-2_23

Frinken, Volkmar; Bunke, Horst (2009). Evaluating retraining rules for semi-supervised learning in neural network based cursive word recognition. In: 10th International Conference on Document Analysis and Recognition ICDAR 2009 (pp. 31-35). Washington, DC: IEEE Computer Society 10.1109/ICDAR.2009.18

Riesen, Kaspar; Fankhauser, Stefan; Bunke, Horst; Dickinson, Peter (2009). Efficient suboptimal graph isomorphism. In: Torsello, Andrea; Escolano, Francisco; Brun, Luc (eds.) Graph-Based Representations in Pattern Recognition 7th IAPR-TC-15 International Workshop, GbRPR 2009, Venice, Italy, May 26-28, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5534 (pp. 124-133). Heidelberg: Springer Verlag 10.1007/978-3-642-02124-4_13

Riesen, Kaspar; Frinken, Volkmar; Bunke, Horst (2009). Improving graph classification by isomap. In: Torsello, Andrea; Escolano, Francisco; Brun, Luc (eds.) Graph-Based Representations in Pattern Recognition 7th IAPR-TC-15 International Workshop, GbRPR 2009, Venice, Italy, May 26-28, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5534 (pp. 205-214). Heidelberg: Springer Verlag 10.1007/978-3-642-02124-4_21

Ferrer, M.; Karatzas, D.; Valveny, E.; Bunke, H. (2009). A recursive embedding approach to median graph computation. In: Torsello, Andrea; Escolano, Francisco; Brun, Luc (eds.) Graph-Based Representations in Pattern Recognition 7th IAPR-TC-15 International Workshop, GbRPR 2009, Venice, Italy, May 26-28, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5534 (pp. 113-123). Heidelberg: Springer Verlag 10.1007/978-3-642-02124-4_12

Fornés, Alicia; Lladós, Josep; Sánchez, Gemma; Bunke, Horst (2009). On the use of textural features for writer identification in old handwritten music scores. In: 10th International Conference on Document Analysis and Recognition ICDAR 2009 (pp. 996-1000). Washington, DC: IEEE Computer Society 10.1109/ICDAR.2009.100

Riesen, Kaspar; Bunke, Horst (2009). Dissimilarity Based Vector Space Embedding of Graphs Using Prototype Reduction Schemes. In: Perner, Petra (ed.) Machine Learning and Data Mining in Pattern Recognition. 6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5632 (pp. 617-631). Heidelberg: Springer Verlag 10.1007/978-3-642-03070-3_47

Frinken, Volkmar; Bunke, Horst (2009). Self-training strategies for handwriting word recognition. In: Perner, Petra (ed.) Advances in Data Mining. Applications and Theoretical Aspects. 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20 - 22, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5633 (pp. 291-300). Heidelberg: Springer Verlag 10.1007/978-3-642-03067-3_23

Riesen, Kaspar; Bunke, Horst (2009). Cluster Ensembles Based on Vector Space Embeddings of Graphs. In: Proceedings Benediktsson, Jón Atli; Kittler, Josef; Roli, Fabio (eds.) Multiple Classifier Systems. 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings. Lecture Notes in Computer Science: Vol. 5519 (pp. 211-221). Heidelberg: Springer Verlag 10.1007/978-3-642-02326-2

Indermühle, Emanuel; Liwicki, Marcus; Bunke, Horst (2009). Combining alignment results for historical handwritten document analysis. In: Proceedings of the 10th International Conference on Document Analysis and Recognition ICDAR 26-29 July, 2009, Barcelona (pp. 1186-1190). Washington, DC: IEEE Computer Society 10.1109/ICDAR.2009.19

2008

Bertolami, Roman; Bunke, Horst (2008). Integration of n-gram language models in multiple classifier systems for offline handwritten text line recognition. International journal of pattern recognition and artificial intelligence, 22(7), pp. 1301-1321. Singapore: World Scientific 10.1142/S0218001408006855

Bertolami, Roman; Bunke, Horst (2008). Hidden Markov model based ensemble methods for offline handwritten text line recognition. Pattern recognition, 41(11), pp. 3452-3460. Oxford: Pergamon 10.1016/j.patcog.2008.04.003

Bertolami, Roman; Bunke, Horst (2008). Including language model information in the combination of handwritten text line recognizers. In: Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition, August 19-21, 2008, Concordia University Montreal (pp. 25-30). Concordia University, Montreal: Cenparmi Centre for Pattern Recognition and Machine Intelligence

Bertolami, Roman; Bunke, Horst (2008). Ensemble methods to improve the performance of an English handwritten text line recognizer. In: Doerman, David; Jaeger, Stefan (eds.) Arabic and Chinese Handwriting Recognition. SACH 2006 Summit College, Park, MD, USA, September 27-28,2006. Selected Papers. Lecture notes in computer science: Vol. 4768 (pp. 265-277). Heidelberg: Springer Verlag 10.1007/978-3-540-78199-8_16

Schlapbach, Andreas; Liwicki, Marcus; Bunke, Horst (2008). A writer identification system for on-line whiteboard data. Pattern recognition, 41(7), pp. 2381-2397. Oxford: Pergamon 10.1016/j.patcog.2008.01.006

Ferrer, M.; Valveny, E.; Serratosa, F.; Riesen, K.; Bunke, Horst (2008). An approximate algorithm for median graph computation using graph embedding. In: Proceedings of the 19th International Conference on Pattern Recognition, 8-11 December 2008, Tampa, FL (pp. 1-4). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/ICPR.2008.4761354

Duin, Robert P.W.; Pekalska, Elzbieta; Harol, Artsiom; Lee, Wan-Jui; Bunke, Horst (2008). On Euclidean corrections for non-Euclidean dissimilarities. In: da Vitoria Lobo, Niels; Kasparis, Takis; Roli, Fabio; Kwok, James T.; Georgiopoulos, Michael; Anagnostopoulos, Georgios C.; Loog, Marco (eds.) Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Lecture Notes in Computer Science: Vol. 5342 (pp. 551-561). Heidelberg: Springer Verlag 10.1007/978-3-540-89689-0_59

Riesen, Kaspar; Bunke, Horst (2008). IAM graph database repository for graph based pattern recognition and machine learning. In: da Vitoria Lobo, Niels; Kasparis, Takis; Roli, Fabio; Kwok, James T.; Georgiopoulos, Michael; Anagnostopoulos, Georgios C.; Loog, Marco (eds.) Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Lecture Notes in Computer Science: Vol. 5342 (pp. 287-297). Heidelberg: Springer Verlag 10.1007/978-3-540-89689-0_33

Bunke, Horst; Riesen, Kaspar (2008). Graph classification based on dissimilarity space embedding. In: da Vitoria Lobo, Niels; Kasparis, Takis; Roli, Fabio; Kwok, James T.; Georgiopoulos, Michael; Anagnostopoulos, Georgios C.; Loog, Marco (eds.) Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Lecture Notes in Computer Science: Vol. 5342 (pp. 996-1007). Heidelberg: Springer Verlag 10.1007/978-3-540-89689-0_103

Ferrer, Miquel; Valveny, Ernest; Serratosa, Francesc; Bunke, Horst (2008). Exact median graph computation via graph embedding. In: da Vitoria Lobo, Niels; Kasparis, Takis; Roli, Fabio; Kwok, James T.; Georgiopoulos, Michael; Anagnostopoulos, Georgios C.; Loog, Marco (eds.) Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Lecture Notes in Computer Science: Vol. 5342 (pp. 15-24). Heidelberg: Springer Verlag 10.1007/978-3-540-89689-0_6

Fornes, A.; Llados, J.; Sanchez, G.; Bunke, Horst (2008). Writer identification in old handwritten music scores. In: Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, 16-19 September 2008 (pp. 347-353). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/DAS.2008.29

Indermühle, Emanuel; Liwicki, Marcus; Bunke, Horst (2008). Recognition of handwritten historical documents: HMM-adaptation vs. writer specific training. In: Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition, August 19-21, 2008, Concordia University Montreal (pp. 186-191). Concordia University, Montreal: Cenparmi Centre for Pattern Recognition and Machine Intelligence

Liwicki, Marcus; Bunke, Horst (2008). Combining on-line and off-line bidirectional long short-term memory networks for handwritten text line recognition. In: Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition, August 19-21, 2008, Concordia University Montreal (pp. 31-36). Concordia University, Montreal: Cenparmi Centre for Pattern Recognition and Machine Intelligence

Schlapbach, Andreas; Wettstein, Frank; Bunke, Horst (2008). Automatic estimation of the readability of handwritten text. In: Proceedings of the 16th European Signal Processing Conference, August 25-29, 2008, Lausanne, Switzerland. EURASIP The European Association for Signal Processing

Bunke, Horst; Dickinson, Peter; Kraetzl, Miro; Neuhaus, Michael; Stettler, Marc (2008). Matching of hypergraphs - algorithms, applications, and experiments. In: Bunke, Horst; Kandel, Abraham; Last, Mark (eds.) Applied Pattern Recognition. Studies in computational intelligence: Vol. 91 (pp. 131-154). Heidelberg: Springer Verlag 10.1007/978-3-540-76831-9_6

Bunke, Horst; Kandel, Abraham; Last, Mark (eds.) (2008). Applied Pattern Recognition. Studies in computational intelligence: Vol. 91. Heidelberg: Springer Verlag

Schlapbach, Andreas; Bunke, Horst (2008). Off-line writer identification and verification using Gaussian mixture models. In: Marinai, Simone; Fujisawa, Hiromichi (eds.) Machine Learning in Document analysis and Recognition. Studies in computational intelligence: Vol. 90 (pp. 409-428). Heidelberg: Springer Verlag 10.1007/978-3-540-76280-5_16

Varga, Tamás; Bunke, Horst (2008). Perturbation models for generating synthetic training data in handwriting recognition. In: Marinai, Simone; Fujisawa, Hiromichi (eds.) Machine Learning in Document analysis and Recognition. Studies in computational intelligence: Vol. 90 (pp. 333-360). Heidelberg: Springer Verlag 10.1007/978-3-540-76280-5_13

Liwicki, Marcus; Bunke, Horst (2008). Recognition of Whiteboard Notes. Online, Offline and Combination. Series in Machine Perception and Artificial Intelligence: Vol. 71. Singapore: World Scientific Publishing

Fischer, A.; Riesen, K.; Bunke, H. (2008). An experimental study of graph classification using prototype selection. In: Proceedings of the 19th International Conference on Pattern Recognition, 8-11 December 2008, Tampa, FL (pp. 1-4). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/ICPR.2008.4761811

Riesen, Kaspar; Bunke, Horst (2008). On Lipschitz Embeddings of Graphs. In: Lovrek, Ignac; Howlett, Robert; Jain, Lakhmi C. (eds.) Knowledge-Based Intelligent Information and Engineering Systems 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008, Proceedings, Part I. Lecture Notes in Computer Science: Vol. 5177 (pp. 131-140). Heidelberg: Springer Verlag 10.1007/978-3-540-85563-7_22

Riesen, K.; Bunke, H. (2008). Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs. In: Prevost, Lionel; Marinai, Simone; Schwenker, Friedhelm (eds.) Artificial Neural Networks in Pattern Recognition Third IAPR Workshop, ANNPR 2008 Paris, France, July 2-4, 2008 Proceedings. Lecture Notes in Computer Science: Vol. 5064 (pp. 24-35). Heidelberg: Springer Verlag 10.1007/978-3-540-69939-2_3

Brügger, Alexandra; Bunke, Horst; Dickinson, Peter; Riesen, Kaspar (2008). Generalized Graph Matching for Data Mining and Information Retrieval. In: Perner, Petra (ed.) Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects 8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008 Proceedings. Lecture Notes in Computer Science: Vol. 5077 (pp. 298-312). Heidelberg: Springer Verlag 10.1007/978-3-540-70720-2_23

Bunke, Horst; Riesen, Kaspar (2008). Recent developments in graph classification and clustering using graph embedding kernels. In: Juan-Ciscar, Alfonso; Sanchez-Albaladejo, Gemma (eds.) Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems, PRIS 2008 (pp. 3-13). Setúbal, Portugal: Institute for Systems and Technologies of Information (INSTICC)

Schlapbach, A.; Wettstein, F.; Bunke, H. (2008). Estimating the readability of handwritten text - a support vector regression based approach. In: Proceedings of the 19th International Conference on Pattern Recognition, 8-11 December 2008, Tampa, FL (pp. 1-4). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/ICPR.2008.4761907

Liwicki, M.; Schlapbach, A.; Bunke, H. (2008). Writer-dependent recognition of handwritten whiteboard notes in smart meeting room environments. In: Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, 16-19 September 2008, Nara (pp. 151-157). New York: Institute of Electrical and Electronics Engineers IEEE 10.1109/DAS.2008.8

Riesen, Kaspar; Bunke, Horst (2008). Non-linear transformations of vector space embedded graphs. In: Juan-Ciscar, Alfonso; Sanchez-Albaladejo, Gemma (eds.) Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems, PRIS 2008 (pp. 173-183). Setúbal, Portugal: Institute for Systems and Technologies of Information (INSTICC)

2007

Schlapbach, Andreas; Bunke, Horst (2007). A writer identification and verification system using HMM based recognizers. Pattern analysis and applications PAA, 10(1), pp. 33-43. London: Springer 10.1007/s10044-006-0047-5

Liwicki, Marcus; Bunke, Horst (2007). Handwriting recognition of whiteboard notes -- studying the influence of training set size and type. International journal of pattern recognition and artificial intelligence, 21(1), pp. 83-98. Singapore: World Scientific 10.1142/S0218001407005314

Irniger, Christoph; Bunke, Horst (2007). Decision trees for filtering large databases of graphs. International journal of intelligent systems technologies and applications IJISTA, 3(3/4), pp. 166-187. Genève: Inderscience Enterprise

Neuhaus, Michel; Bunke, Horst (2007). Bridging the Gap between Graph Edit Distance and Kernel Machines. Singapore: World Scientific Publishing

Bunke, Horst; Dickinson, Peter; Kraetzl, Miro; Wallis, Walter (2007). A Graph-Theoretic Approach to Network Dynamics. Progress in Computer Science and Applied Logic: Vol. 24. Basel: Birkhäuser

Kandel, Abraham; Bunke, Horst; Last, Mark (eds.) (2007). Applied Graph Theory in Computer Vision and Pattern Recognition. Studies in Computational Intelligence: Vol. 52. Heidelberg: Springer Verlag 10.1007/978-3-540-68020-8

Bunke, Horst; Neuhaus, Michel (2007). Graph matching - Exact and error-tolerant methods and the automatic learning of edit costs. In: Cook, Diane J.; Holder, Lawrence B. (eds.) Mining Graph Data (pp. 17-34). Chichester: John Wiley & Sons

Riesen, Kaspar; Fankhauser, Stefan; Bunke, Horst (2007). Speeding up Graph Edit Distance Computation with a Bipartite Heuristic. In: Frasconi, Paolo; Kersting, Kristian; Tsuda, Koji (eds.) MLG 2007. Mining and Learning with Graphs, Università degli Studi di Firenze, Aug. 1-3, 2007 (pp. 21-24). Verlag fehlt

Graves, Alex; Liwicki, Marcus; Bunke, Horst (2007). Unconstrained on-line handwriting recognition with recurrent neural networks. In: Platt, John C.; Koller, Daphne; Singer, Yoram; Roweis, Sam (eds.) Advances in neural information processing systems. Proceedings of the 2007 Conference ([1-8]). NIPS Foundation

Schlapbach, Andreas; Bunke, Horst (2007). Fusing asynchronous feature streams for on-line writer identification. In: Ninth International Conference on Document Analysis and Recognition (ICDAR 2007). Vol 1, September 23-September 26, Curitiba, Parana, Brazil (pp. 103-107). Washington, DC: IEEE Computer Society

Riesen, Kaspar; Bunke, Horst (2007). Structural classifier ensembles for vector space embedded graphs. In: IJCNN 2007. International Joint Conference on Neural Networks, Orlando, Florida, 12-17 Aug. 2007 (pp. 1500-1505). Verlag fehlt 10.1109/IJCNN.2007.4371180

Neuhaus, Michel; Bunke, Horst (2007). Automatic learning of cost functions for graph edit distance. Information sciences, 177(1), pp. 239-247. New York, N.Y.: Elsevier Science 10.1016/j.ins.2006.02.013

Jiang, Xiaoyi; Bunke, Horst (2007). Graph matching. In: Perner, Petra (ed.) Case-Based Reasoning on Images and Signals. Studies in Computational Intelligence: Vol. 73 (pp. 149-173). Heidelberg: Springer Verlag

Bunke, Horst; Varga, Tamás (2007). Off-line Roman cursive handwriting recognition. In: Digital Document Processing. Major Directions and Recent Advances. Advances in Pattern Recognition: Vol. 28 (pp. 1399-1413). Heidelberg: Springer Verlag 10.1016/0031-3203(95)00013-P

Schenker, Adam; Bunke, Horst; Last, Mark; Kandel, Abraham (2007). Clustering of web documents using graph matching. In: Kandel, Abraham; Bunke, Horst; Last, Mark (eds.) Applied Graph Theory in Computer Vision and Pattern Recognition. Studies in Computational Intelligence: Vol. 18 (pp. 475-496). Heidelberg: Springer Verlag 10.1142/S0218001404003241

Neuhaus, Michel; Bunke, Horst (2007). A quadratic programming approach to the graph edit distance problem. In: Graph-Based Representations in Pattern Recognition. 6th IAPR-TC-15 International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4538 (pp. 92-102). Heidelberg: Springer Verlag

Bertolami, Roman; Bunke, Horst (2007). Multiple classifier methods for offline handwritten text line recognition. In: Haindl, Michal; Kittler, Josef; Roli, Fabio (eds.) Multiple Classifier Systems. 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4472 (pp. 72-81). Heidelberg: Springer Verlag 10.1007/978-3-540-72523-7_8

Liwicki, Marcus; Indermühle, Emanuel; Bunke, Horst (2007). On-line handwritten text line detection using dynamic programming. In: Ninth International Conference on Document Analysis and Recognition (ICDAR 2007). Vol 1, September 23-September 26, Curitiba, Parana, Brazil (pp. 447-451). Washington, DC: IEEE Computer Society

Liwicki, Marcus; Graves, Alex; Bunke, Horst; Schmidhuber, Jürgen (2007). A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks. In: 9th International Conference on Document Analysis and Recognition (ICDAR), September 23-26 2007, Curitiba, Brazil (pp. 367-371). Verlag fehlt

Bertolami, Roman; Uchida, Seiichi; Zimmermann, Matthias; Bunke, Horst (2007). Non-uniform slant correction for handwritten text line recognition. In: Ninth International Conference on Document Analysis and Recognition (ICDAR 2007). Vol 1, September 23-September 26, Curitiba, Parana, Brazil (pp. 18-22). Washington, DC: IEEE Computer Society

Lüthy, Florence; Varga, Tamás; Bunke, Horst (2007). Using hidden Markov models as a tool for handwritten text line segmentation. In: Proceedings of the Ninth International Conference on Document Analysis and Recognition. Volume 1, September 23 - 26, 2007 (pp. 8-12). Washington, DC: IEEE Computer Society

Bunke, Horst; Riesen, Kaspar (2007). A family of novel kernel graphs for structural pattern recognition. In: Rueda, Luis; Mery, Dominco; Kittler, Josef (eds.) Progress in Pattern Recognition, Image Analysis and Applications. 12th Iberoamericann Congress on Pattern Recognition, CIARP 2007, Valparaiso, Chile, November 13-16, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4856 (pp. 20-31). Heidelberg: Springer Verlag

Liwicki, Marcus; Bunke, Horst (2007). Combining on-line and off-line systems for handwriting recognition. In: Ninth International Conference on Document Analysis and Recognition (ICDAR 2007). Vol 1, September 23-September 26, Curitiba, Parana, Brazil (pp. 372-376). Washington, DC: IEEE Computer Society

Liwicki, Marcus; Schlapbach, Andreas; Loretan, Peter; Bunke, Horst (2007). Automatic detection of gender and handedness from on-line handwriting. In: Phillips, J.G.; Rogers, D.; Ogeil, R.P. (eds.) Proceedings of the 13th Biennial Conference of the International Graphonomics Society (IGS2007), 11-14 November 2007, Melbourne Australia (pp. 179-183). Victoria, Australia: Monash University

Liwicki, Marcus; Bunke, Horst (2007). Feature selection for on-line handwriting recognition of whiteboard notes. In: Phillips, J.G.; Rogers, D.; Ogeil, R.P. (eds.) Proceedings of the 13th Biennial Conference of the International Graphonomics Society (IGS2007), 11-14 November 2007, Melbourne Australia (pp. 101-105). Victoria, Australia: Monash University

Riesen, Kaspar; Neuhaus, Michel; Bunke, Horst (2007). Graph embedding in vector spaces by means of prototype selection. In: Graph-Based Representations in Pattern Recognition. 6th IAPR-TC-15 International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4538 (pp. 383-393). Heidelberg: Springer Verlag

Riesen, Kaspar; Neuhaus, Michel; Bunke, Horst (2007). Bipartite graph matching for computing the edit distance of graphs. In: Graph-Based Representations in Pattern Recognition. 6th IAPR-TC-15 International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4538 (pp. 1-12). Heidelberg: Springer Verlag

Bunke, Horst; Dickinson, Peter; Humm, Andreas; Irniger, Christophe; Kraetzl, Miro (2007). Graph sequence visualisation and its application to computer network monitoring and abnormal event detection. In: Kandel, Abraham; Bunke, Horst; Last, Mark (eds.) Applied Graph Theory in Computer Vision and Pattern Recognition. Studies in Computational Intelligence: Vol. 52 (pp. 227-245). Heidelberg: Springer Verlag 10.1007/978-3-540-68020-8_9

Riesen, Kaspar; Bunke, Horst (2007). Classifier Ensembles for Vector Space Embedding of Graphs. In: Haindl, Michal; Kittler, Josef; Roli, Fabio (eds.) Multiple Classifier Systems. Lecture Notes in Computer Science: Vol. 4472 (pp. 220-230). Heidelberg: Springer Verlag 10.1007/978-3-540-72523-7_23

Riesen, Kaspar; Kilchherr, Vivian; Bunke, Horst (2007). Reducing the dimensionality of vector space embeddings of graphs. In: Machine Learning and Data Mining in Pattern Recognition. 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007. Proceedings. Lecture Notes in Computer Science: Vol. 4571 (pp. 563-573). Heidelberg: Springer Verlag

Nierstrasz, Oscar; Kobel, Adrian; Gîrba, Tudor; Lanza, Michele; Bunke, Horst (2007). Example-driven reconstruction of software models. In: Proceedings of the 11th European Conference on Software Maintenance and Reengineering (pp. 275-286). Washington, DC: IEEE Computer Society

2006

Neuhaus, Michel; Bunke, Horst (2006). Edit distance based kernel functions for structural pattern classification. Pattern recognition, 39(10), pp. 1852-1863. Oxford: Pergamon 10.1016/j.patcog.2006.04.012

Jiang, Xiaoyi; Marti, Cyril; Irniger, Christophe; Bunke, Horst (2006). Distance measures for image segmentation evaluation. EURASIP journal on applied signal processing, 2006, pp. 1-11. Akron, Ohio: Hindawi Publ. 10.1155/ASP/2006/35909

Ding, Zouhua; Bunke, Horst; Kipersztok, Oscar; Schneider, Mit; Kandel, Abraham (2006). Fuzzy timed Petri net -- analysis and implementation. Mathematical and computer modelling, 43(3-4), pp. 385-400. Oxford: Pergamon 10.1016/j.mcm.2005.11.005

Bunke, Horst; Dickinson, Peter; Irniger, Christophe; Kraetzl, Miro (2006). Recovery of missing information in graph sequences by means of reference pattern matching and decision tree learning. Pattern recognition, 39(4), pp. 573-586. Oxford: Pergamon 10.1016/j.patcog.2005.10.011

Zimmermann, Matthias; Chappelier, Jean-Cédric; Bunke, Horst (2006). Offline grammar-based recognition of handwritten sentences. IEEE transactions on mobile computing, 28(5), pp. 818-821. Los Alamitos, Calif.: IEEE Computer Society 10.1109/TPAMI.2006.103

Bunke, Horst; Dickinson, Peter; Humm, Andreas; Irniger, Chirstophe; Kraetzl, Miro (2006). Computer network monitoring and abnormal event detection using graph matching and multidimensional scaling. In: Advances in Data Mining. 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4065 (pp. 576-590). Heidelberg: Springer Verlag

Liwicki, Marcus; Schlapbach, Andreas; Bunke, Horst; Bengio, Samy; Mari'ethoz, Johnny; Richiardi, Jonas (2006). Writer Identification for Smart Meeting Room Systems. In: Bunke, Horst; Spitz, A. Lewrence (eds.) Document Analysis Systems VII: 7th International Workshop, DAS 2006, Nelson, New Zealand, February 2006, Proceedings (pp. 186-195). Heidelberg: Springer Verlag

Schlapbach, Andreas; Bunke, Horst (2006). Off-line writer identification using Gaussian mixture models. In: Proceedings of the 18th International Conference on Pattern Recognition, August 20 - 24, 2006, Volume 3 (pp. 992-995). Washington, DC: IEEE Computer Society

Liwicki, Marcus; Scherz, Mathias; Bunke, Horst (2006). Word Extraction from On-Line Handwritten Text Lines. In: 18th International Conference on Pattern Recognition (ICPR'06), Volume 2, Hong Kong, August 20-August 24 2007 (pp. 929-933). Washington, DC: IEEE Computer Society

Bertolami, Roman; Bunke, Horst (2006). Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition. In: 18th International Conference on Pattern Recognition (ICPR'06) Volume 2 (pp. 845-848). Washington, DC: IEEE Computer Society

Pekalska, Elzbieta; Harol, Artsiom; Duin, Robert; Spillmann, Barbara; Bunke, Horst (2006). Non-Euclidean or non-metric measures can be informative. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 871-880). Heidelberg: Springer Verlag

Neuhaus, Michel; Bunke, Horst (2006). A Random Walk Kernel Derived from Graph Edit Distance. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 191-199). Heidelberg: Springer Verlag

Neuhaus, Michel; Riesen, Kaspar; Bunke, Horst (2006). Fast suboptimal algorithms for the computation of graph edit distance. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 163-172). Heidelberg: Springer Verlag

Spillmann, Barbara; Neuhaus, Michel; Bunke, Horst; Pekalska, Elzbieta; Duin, Robert (2006). Transforming strings to vector spaces using prototype selection. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 287-296). Heidelberg: Springer Verlag

Le Saux, Bertrand; Bunke, Horst (2006). Combining SVM and graph matching in a Bayesian multiple classifier system for image content recognition. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 696-704). Heidelberg: Springer Verlag

Bertolami, Roman; Bunke, Horst (2006). Diversity analysis for ensembles of word sequence recognisers. In: Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4109 (pp. 677-686). Heidelberg: Springer Verlag

Spillmann, Barbara; Neuhaus, Michel; Bunke, Horst (2006). Multiple classifier systems for embedded string patterns. In: Artificial Neural Networks in Pattern Recognition. Second IAPR Workshop, ANNPR 2006. Proceedings. Lecture Notes in Computer Science: Vol. 4087 (pp. 177-187). Heidelberg: Springer Verlag 10.1007/11829898_16

Neuhaus, Michel; Bunke, Horst (2006). A Convolution Edit Kernel for Error-tolerant Graph Matching. In: 18th International Conference on Pattern Recognition (ICPR'06), 20-24 August 2006, Hong Kong, China, Volume 4 (pp. 220-223). Washington, DC: IEEE Computer Society

Bunke, Horst; Spitz, A. Lewrence (eds.) (2006). Document Analysis Systems VII: 7th International Workshop, DAS 2006, Nelson, New Zealand, February 2006, Proceedings. Lecture Notes in Computer Science: Vol. 3872. Heidelberg: Springer Verlag

Bertolami, Roman; Zimmermann, Matthias; Bunke, Horst (2006). Rejection strategies for offline handwritten text line recognition. Pattern recognition letters, 27(16), pp. 2005-2012. Amsterdam: Elsevier 10.1016/j.patrec.2006.06.002

Reynolds, Zane; Bunke, Horst; Last, Mark; Kandel, Abraham (2006). Comparing representative selection strategies for dissimilarity representations. International journal of intelligent systems, 21(10), pp. 1093-1109. New York, N.Y.: John Wiley & Sons 10.1002/int.20180

Bertolami, Roman; Halter, Beat; Bunke, Horst (2006). Combination of Multiple Handwritten Text Line Recognition Systems with a Recursive Approach. In: Tenth International Workshop on Frontiers in Handwriting Recognition (2006). October 23-26, 2006, La Baule, France (pp. 61-65). Rennes cedex, France: IRISA

Schlapbach, Andreas; Bunke, Horst (2006). Off-line writer verification: a comparison of a Hidden Markov Model (HMM) and a Gaussian mixture model (GMM) based system. In: Tenth International Workshop on Frontiers in Handwriting Recognition (2006). October 23-26, 2006, La Baule, France (pp. 275-280). Rennes cedex, France: IRISA

Liwicki, Marcus; Bunke, Horst (2006). HMM-based on-line recognition of handwritten whiteboard notes. In: Tenth International Workshop on Frontiers in Handwriting Recognition (2006). October 23-26, 2006, La Baule, France (pp. 595-599). Rennes cedex, France: IRISA

Schenker, Adam; Bunke, Horst; Last, Mark; Kandel, Abraham (2006). Polynomial Time Complexity Graph Distance Computation for Web Content Mining. In: Basu, Mitra; Ho, Kam Tin (eds.) Data Complexity in Pattern Recognition. Advanced Information and Knowledge Processing (pp. 197-215). Heidelberg: Springer Verlag

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