Publications

DOI • •

@article{Frei2026,
  author = {A.L. Frei and J. Garcia-Baroja and T.T. Rau and C. Neppl and A. Lugli and W. Solass and M. Wartenberg and A. Fischer and I. Zlobec},
title = {GrEp: Graph-based epithelial cell classification refinement in histopathology H&E images},
journal = {Pattern Recognition},
volume = {171},
pages = {112197},
file = {/research/papers/Frei2025.pdf},
doi = {10.1016/j.patcog.2025.112197},
year = {2026}
}

DOI •

@InProceedings{frischknecht-gruber2026,
  author = {{Frischknecht-Gruber,  Carmen} and {Reif,  Monika} and {Fischer,  Andreas}},
  language = {en},
  title = {BAAS: Benchmarking Adversarial Agent Strategies : a comparative study of gradient-based,  reinforcement,  and evolutionary paradigms for safety-critical scenario generation},
  doi = {10.21256/zhaw-37049},
  year = {2026},
  booktitle = {Proceedings of European Safety and Reliability Conference (ESREL 2026)}
}

DOI •

@InProceedings{Peer2026,
  title = {BullingerDB: A Dataset for Handwritten Text Recognition and Writer Retrieval},
  ISBN = {9783032360335},
  ISSN = {1611-3349},
  booktitle = {Document Analysis and Recognition – ICDAR 2026},
  publisher = {Springer Nature Switzerland},
  author = {Peer,  Marco and Scius-Bertrand,  Anna and Scheurer,  Patricia and Fischer,  Andreas},
  doi = {10.1007/978-3-032-36033-5_33},
  year = {2026},
  month = Aug,
  pages = {555–571}
}

@InProceedings{Yazbeck2026Synthetic,
  title     = {{Generating Synthetic Data with Diffusion Models
                for Writer Identification}},
  author    = {Yazbeck, Hamza and
               Peer, Marco and
               Fischer, Andreas},
  booktitle = {Proceedings of the International Workshop on
               Structural and Syntactic Pattern Recognition (SSPR@ICPR2026)},
  year      = {2026}
}

DOI •

@InProceedings{Peer2026Handwriting,
  title     = {{Handwriting Extraction and Analysis of Signature
                Lists in Swiss Popular Initiatives}},
  author    = {Peer, Marco and
               Gorges, Thomas and
               Seuret, Mathias and
               Christlein, Vincent and
               Fischer, Andreas},
  booktitle = {Proceedings of the International Carnahan Conference
               on Security Technology (ICCST)},
  doi      = {10.48550/arXiv.2606.05018},
  year      = {2026},
  address   = {Gran Canaria, Spain}
}

DOI •

@InProceedings{streilein2026icpr,
author="Streilein, Merlin
and Steiner, Tobias
and Fischer, Andreas
and Riesen, Kaspar",
title="Modern Summarization Methods for Diplomatic Documents: Current State and Limitations",
booktitle="ICPR 2026",
doi= {10.1007/978-3-032-31663-9_37},
year="2026",
pages="558--573",
}

DOI •

@inproceedings{Iste2026,
  title = {Prediction of Grade,  Gender,  and Academic Performance of Children and Teenagers from Handwriting Using the Sigma-Lognormal Model},
  ISBN = {9783032360397},
  ISSN = {1611-3349},
  booktitle = {Document Analysis and Recognition – ICDAR 2026},
  publisher = {Springer Nature Switzerland},
  author = {Iste,  Adrian and Nishizawa,  Kazuki and Tanaka,  Chisa and Vargo,  Andrew and Scius-Bertrand,  Anna and Fischer,  Andreas and Kise,  Koichi},
  doi = {10.1007/978-3-032-36039-7_38},
  year = {2026},
  month = Aug,
  pages = {645–661}
}

DOI •

@InProceedings{an2026reasoning,
  title     = {Reasoning Before Translation: Enhancing Legal
               Machine Translation with Structured Reasoning},
  author    = {An, Aixiu and Jungo, Michael and Eynard, Eloi
               and Drenhaus, Mark and Fischer, Andreas
               and Hennebert, Jean and Rumley, Sébastien},
  booktitle = {AI4Law Workshop at the International Conference
               on Machine Learning (ICML)},
  doi      = {10.48550/arXiv.2607.19181},
  year      = {2026},
  address   = {Seoul, South Korea},
  month = Jul,
  primaryClass  = {cs.CL},
}

@inproceedings{Hallyburton2026RER,
  title     = {{Reconstruction Error Ratios for Prototype-Anchored
                Unsupervised Learning in Optical Character Recognition}},
  author    = {Hallyburton, Tim and
               Scius-Bertrand, Anna and
               Neto, Arthur and
               Fischer, Andreas and
               Fink, Gernot A.},
  booktitle = {Proceedings of the International Workshop on
               Historical Document Imaging and Processing (HIP@ICDAR2026)},
  year      = {2026},
  address   = {Vienna, Austria},
  month     = sep,
  note = {{Best Paper Award}}
}

DOI •

@InProceedings{Steiner2026,
  title = {Rerankers in the SHADOW: What Dense Retrieval Leaves Behind},
  booktitle = {Artificial Neural Networks in Pattern Recognition},
  publisher = {Springer Nature Switzerland},
  author = {Steiner,  Tobias and Streilein,  Merlin and Fischer,  Andreas and Riesen,  Kaspar},
  doi = {10.1007/978-3-032-39028-8_15},
  year = {2026},
  month = Sept,
  pages = {179–191}
}

DOI •

@InProceedings{Hallyburton2026,
  title = {Segmentation-Free Handwriting Recognition in Historical Handwritten Documents Using Large Vision-Language Models},
  ISBN = {9789819226009},
  ISSN = {1865-0937},
  booktitle = {Information and Communication Technology},
  publisher = {Springer Nature Singapore},
  author = {Hallyburton,  Tim and Berset,  Ludovic and Fink,  Gernot A. and Fischer,  Andreas and Scius-Bertrand,  Anna},
  doi = {10.1007/978-981-92-2600-9_10},
  year = {2026},
  month = Aug,
  pages = {126–140}
}

DOI •

@inproceedings{Jungo2026,
  series = {DocEng ’26},
  title = {The Price of Reasoning: Cost-Quality Tradeoffs in Reinforcement Learning for Neural Machine Translation},
  booktitle = {Proceedings of the 2026 ACM Symposium on Document Engineering (WoLDE 2026)},
  publisher = {ACM},
  author = {Jungo,  Michael and An,  Aixiu},
  doi = {10.48550/arXiv.2607.19226},
  year = {2026},
  month = Aug,
  pages = {1–4},
  collection = {DocEng ’26}
}

@InProceedings{Van2026Timeline,
  title     = {{Timeline Embedding for Papy-Date, a New Dataset of
                Greek Papyri Dated to the Year}},
  author    = {Van, Dinh Dung and
               Gonzalez Pena, Rodrigo Cerqueira and
               Ferretti, Lavinia and
               De Gregorio, Giuseppe and
               Serbaeva Saraogi, Olga and
               Garcia-Baro, Pedro and
               Fischer, Andreas and
               Marthot-Santaniello, Isabelle},
  booktitle = {Proceedings of the International Workshop on
               Computational Palaeography (IWCP@ICDAR2026)},
  year      = {2026}
}

DOI •

@InProceedings{Streilein2026,
  title = {Token Selection Strategies for Automatic Summarization of Historical Documents},
  ISBN = {9783032360335},
  ISSN = {1611-3349},
  booktitle = {Document Analysis and Recognition – ICDAR 2026},
  publisher = {Springer Nature Switzerland},
  author = {Streilein,  Merlin and Steiner,  Tobias and Fischer,  Andreas and Riesen,  Kaspar},
  doi = {10.1007/978-3-032-36033-5_12},
  year = {2026},
  month = Aug,
  pages = {195–210}
}

DOI •

@InProceedings{Zaugg2025,
  title = {Cross-Entropy Regularization with Mutual Information in Training CNNs},
  booktitle = {Artificial Life and Evolutionary Computation},
  author = {Zaugg,  Ch. and Ingold,  R. and Trendafilov,  D. and Fischer,  A.},
  doi = {10.1007/978-3-031-93631-9_16},
  year = {2025},
  pages = {198–207}
}

DOI • •

@inproceedings{Peer2025,
  author = {M. Peer and A. Scius-Bertrand and A. Fischer},
  booktitle = {Proc. 2nd Int. Workshop on Computer Vision Systems for Document Analysis and Recognition (VisionDocs)},
  note = {},
  file = {/research/papers/Peer2025.pdf},
  pages = {1--10},
  title = {CTC Transcription Alignment of the Bullinger Letters: Automatic Improvement of Annotation Quality},
  doi = {10.1109/iccvw69036.2025.00783},
  year = {2025}
}

@inproceedings{Dinh2025,
  author = {D.V. Dinh and G. De Gregorio and R.C. Gonzalez Pena and A. Fischer and I. Marthot-Santaniello},
  booktitle = {Proc. 22nd Conference of the International Graphonomics Society (IGS)},
  note = {{Best Student Paper Award}},
  pages = {1--4},
  title = {Hypothesis-Aware Ductus Reconstruction for Greek Papyri: A Data-Driven Approach},
  year = {2025}
}

DOI •

@inproceedings{Jungo2025,
  author = {M. Jungo and A. Fischer},
  booktitle = {Proc. 5th ICDAR Int. Workshop on Machine Learning (WML)},
  note = {},
  pages = {1--16},
  title = {Rule-Based Reinforcement Learning for Document Image Classification with Vision Language Models},
  doi = {10.1007/978-3-032-09368-4_18},
  year = {2025}
}

DOI •

@inproceedings{Scius-bertrand2024,
  author = {A. Scius-Bertrand and A. Fakhari and L. Vögtlin and D.R. Cabral and A. Fischer},
  booktitle = {Proc. 18th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {175--191},
  title = {Are Layout Analysis and OCR Still Useful for Document Information Extraction Using Foundation Models?},
  doi = {10.1007/978-3-031-70546-5_11},
  year = {2024}
}

DOI •

@InProceedings{Zaugg2024,
  title = {How to Turn a Leaky Learner into a Sealed One},
  booktitle = {Artificial Life and Evolutionary Computation},
  author = {Zaugg,  Ch. and Ingold,  R. and F\"{u}chslin,  R. M. and Fischer,  A.},
  doi = {10.1007/978-3-031-57430-6_3},
  year = {2024},
  pages = {29–40}
}

DOI •

@inproceedings{Principe2024,
  author = {J.P. Pereyra Principe and A. Fischer and A. Scius-Bertrand},
  booktitle = {Proc. 13th Int. Symposium on Information and Communication Technology (SoICT)},
  note = {},
  pages = {106--118},
  title = {Post-Correction of Handwriting Recognition Using Large Language Models},
  doi = {10.1007/978-981-96-4285-4_9},
  year = {2024}
}

DOI •

@inproceedings{Scius-bertrand2024a,
  author = {A. Scius-Bertrand and M. Jungo and L. Vögtlin and J.-M. Spat and A. Fischer},
  booktitle = {Proc. 27th Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {152--166},
  title = {Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models},
  doi = {10.1007/978-3-031-78495-8_10},
  year = {2024}
}

@misc{Cholleton2024,
  author = {A. Cholleton and A. Fischer and J. Hennebert and Y. Labrou and V. Raemy and A. West and B. Wicht},
  number = {US12169768},
  organization = {U.S. Patent Office},
  title = {Deep Neural Network Generation of Domain Names},
  year = {2024}
}

DOI •

@article{Scius-bertrand2023b,
  author = {A. Scius-Bertrand and M. Bui and A. Fischer},
  journal = {Informatica},
  number = {3},
  pages = {361--372},
  title = {A Hybrid Deep Learning Approach to Keyword Spotting in {Vietnamese} Stele Images},
  volume = {47},
  doi = {10.31449/inf.v47i3.4785},
  year = {2023}
}

DOI • •

@article{Stammet2023,
  author = {C. Stammet and U. Ultes-Nitsche and A. Fischer},
  file = {/research/papers/Stammet2023.pdf},
  journal = {IEEE Access},
  pages = {140993--141007},
  title = {Universality of B\"{u}chi Automata: Analysis with Graph Neural Networks},
  volume = {11},
  doi = {10.1109/access.2023.3339538},
  year = {2023}
}

DOI • •

@inproceedings{Ströbel2023,
  author = {P. Ströbel and T. Hodel and A. Fischer and A. Scius-Bertrand and B. Wolf and A. Janka and J. Widmer and P. Scheurer and M. Volk},
  booktitle = {Proc. Digital Humanities im deutschsprachigen Raum (DHd)},
  file = {/research/papers/Ströbel2023.pdf},
  note = {},
  pages = {98--102},
  title = {{Bullingers Briefwechsel zugänglich machen: Stand der Handschriftenerkennung}},
  doi = {10.5281/zenodo.7715357},
  year = {2023}
}

DOI •

@inproceedings{Jungo2023,
  author = {M. Jungo and B. Wolf and A. Maksai and C. Musat and A. Fischer},
  booktitle = {Proc. 17th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {{Best Student Paper Award}},
  pages = {98--114},
  title = {Character Queries: {A} Transformer-Based Approach to On-line Handwritten Character Segmentation},
  doi = {10.1007/978-3-031-41676-7_6},
  year = {2023}
}

DOI •

@inproceedings{Vögtlin2023,
  author = {L. Vögtlin and A. Scius-Bertrand and P. Maergner and A. Fischer and R. Ingold},
  booktitle = {Proc. 7th Int. Workshop on Historical Document Imaging and Processing (HIP)},
  note = {},
  pages = {61--66},
  title = {{DIVA-DAF: A }Deep Learning Framework for Historical Document Image Analysis},
  doi = {10.1145/3604951.3605511},
  year = {2023}
}

•

@inproceedings{Frei2023,
  author = {A.L. Frei and A. Khan and P. Zens and A. Lugli and I. Zlobec and A. Fischer},
  booktitle = {Proc. Medical Imaging with Deep Learning (MIDL)},
  file = {/research/papers/Frei2023.pdf},
  note = {},
  pages = {1--4},
  title = {GammaFocus: {An} Image Augmentation Method to Focus Model Attention for Classification},
  year = {2023}
}

DOI • •

@inproceedings{Jungo2023a,
  author = {M. Jungo and L. Vögtlin and A. Fakhari and N. Wegmann and R. Ingold and A. Fischer and A. Scius-Bertrand},
  booktitle = {Proc. 12th Int. Symposium on Information and Communication Technology (SoICT)},
  file = {/research/papers/Jungo2023.pdf},
  note = {},
  pages = {135--140},
  title = {Impact of Ground Truth Quality on Handwriting Recognition},
  doi = {10.1145/3628797.3628976},
  year = {2023}
}

@inproceedings{Frei2023a,
  author = {A.L. Frei and A. Khan and L. Studer and P. Zens and A. Lugli and A. Fischer and I. Zlobec},
  booktitle = {Proc. Medical Imaging with Deep Learning (MIDL)},
  note = {{Best Poster Award}},
  pages = {1--5},
  title = {Local and Global Features Aggregation for Accurate Epithelial Cell Classification Using Graph Attention Mechanisms in Histopathology Images},
  year = {2023}
}

DOI •

@inproceedings{Plamondon2023,
  author = {R. Plamondon and A. Bensalah and K. Lebel and R. Salameh and G. S{'e}guin de Broin and C. O'Reilly and M. Begon and O. Desbiens and Y. Beloufa and A. Guy and D. Berio and F.F. Leymarie and S.P. Boyogueno Bidias and A. Fischer and Z. Zhang and M.-F. Morin and D. Alamargot and C. R{'e}mi and N. Faci and R. Fortin and M.-N. Simard and C. Bazinet},
  booktitle = {Proc. International Graphonomics Conference (IGS)},
  note = {},
  pages = {205--258},
  title = {Lognormality: An Open Window on Neuromotor Control},
  doi = {10.1007/978-3-031-45461-5_15},
  year = {2023}
}

DOI • •

@inproceedings{Scius-bertrand2023,
  author = {A. Scius-Bertrand and P. Ströbel and M. Volk and T. Hodel and A. Fischer},
  booktitle = {Proc. 17th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  file = {/research/papers/Scius-bertrand2023.pdf},
  note = {},
  pages = {397--410},
  title = {The {Bullinger} Dataset: {A} Writer Adaptation Challenge},
  doi = {10.1007/978-3-031-41676-7_23},
  year = {2023}
}

DOI • •

@inproceedings{Scius-bertrand2023a,
  author = {A. Scius-Bertrand and C. R{'e}mi and E. Biabiany and J. Nagau and A. Fischer},
  booktitle = {Proc. International Graphonomics Conference (IGS)},
  file = {/research/papers/Scius-bertrand2023.pdf},
  note = {},
  pages = {75--88},
  title = {Towards Visuo-Structural Handwriting Evaluation Based on Graph Matching},
  doi = {10.1007/978-3-031-45461-5_6},
  year = {2023}
}

•

@inproceedings{Studer2023,
  author = {L. Studer and J.-M. Bokhorst and I. Nagtegaal and I. Zlobec and H. Dawson and A. Fischer},
  booktitle = {Proc. Int. Conf. on Medical Imaging with Deep Learning (MIDL)},
  file = {/research/papers/Studer2023.pdf},
  note = {},
  pages = {1--25},
  title = {Tumor Budding T-Cell Graphs: {Assessing} the Need for Resection in {pT1} Colorectal Cancer Patients},
  year = {2023}
}

DOI • •

@article{Abbet2022,
  author = {C. Abbet and L. Studer and A. Fischer and H. Dawson and I. Zlobec and B. Bozorgtabar and J.-P. Thiran},
  file = {/research/papers/Abbet2022.pdf},
  journal = {Medical Image Analysis},
  pages = {1--20},
  title = {Self-Rule to Multi-Adapt: Generalized Multi-Source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection},
  volume = {79},
  doi = {10.1016/j.media.2022.102473},
  year = {2022}
}

DOI • •

@inproceedings{Stammet2022,
  author = {C. Stammet and P. Dotti and U. Ultes-Nitsche and A. Fischer},
  booktitle = {Proc. 4th Int. Workshop on Learning and Automata (LearnAut)},
  file = {/research/papers/Stammet2022.pdf},
  note = {},
  pages = {1--10},
  title = {Analyzing {B}üchi Automata with Graph Neural Networks},
  doi = {10.48550/arXiv.2206.09619},
  year = {2022}
}

DOI •

@inproceedings{Scius-bertrand2022,
  author = {A. Scius-Bertrand and L. Studer and A. Fischer and M. Bui},
  booktitle = {Proc. Int. Workshop on Structural and Syntactic Pattern Recognition (SSPR)},
  note = {},
  pages = {22--32},
  title = {Annotation-Free Keyword Spotting in Historical {Vietnamese} Manuscripts Using Graph Matching},
  doi = {10.1007/978-3-031-23028-8_3},
  year = {2022}
}

DOI •

@inproceedings{Diesbach2022,
  author = {J. Diesbach and A. Fischer and M. Bui and A. Scius-Bertrand},
  booktitle = {Proc. 18th Int. Conf on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {484--497},
  title = {Generating Synthetic Styled {Chu Nom} Characters},
  doi = {10.1007/978-3-031-21648-0_33},
  year = {2022}
}

DOI • •

@inproceedings{Spoto2022,
  author = {M. Spoto and B. Wolf and A. Fischer and A. Scius-Bertrand},
  booktitle = {Proc. International Graphonomics Conference (IGS)},
  note = {},
  file = {/research/papers/Spoto2021.pdf},
  pages = {61--75},
  title = {Improving Handwriting Recognition for Historical Documents Using Synthetic Text Lines},
  doi = {10.1007/978-3-031-19745-1_5},
  year = {2022}
}

DOI • •

@inproceedings{Scius-bertrand2022a,
  author = {A. Scius-Bertrand and A. Fischer and M. Bui},
  booktitle = {Proc. 11th Int. Symposium on Information and Communication Technology (SoICT)},
  file = {/research/papers/Scius-bertrand2022.pdf},
  note = {},
  pages = {295--301},
  title = {Retrieving Keywords in Historical {Vietnamese} Stele Images Without Human Annotations},
  doi = {10.1145/3568562.3568606},
  year = {2022}
}

DOI • •

@inproceedings{Fornes2022,
  author = {A. Fornes and A. Bensalah and C. Carmona-Duarte and J. Chen and M.A. Ferrer and A. Fischer and J. Llad{'o}s and C. Martin and E. Opisso and R. Plamondon and A. Scius-Bertrand and J.M. Tormos},
  booktitle = {Proc. International Graphonomics Conference (IGS)},
  file = {/research/papers/Fornes2021.pdf},
  note = {},
  pages = {217--226},
  title = {The RPM3D Project: 3D Kinematics for Remote Patient Monitoring},
  doi = {10.1007/978-3-031-19745-1_16},
  year = {2022}
}

@misc{Cholleton2022,
  author = {A. Cholleton and A. Fischer and J. Hennebert and V. Raemy and B. Wicht},
  number = {US11431672},
  organization = {U.S. Patent Office},
  title = {Deep Neural Network Generation of Domain Names},
  year = {2022}
}

DOI •

@article{Riba2021,
  author = {P. Riba and A. Fischer and J. Llad{\'o}s and A. Forn{\'e}s},
  journal = {Pattern Recognition},
  pages = {1--11},
  title = {Learning Graph Edit Distance by Graph Neural Networks},
  volume = {120},
  doi = {10.1016/j.patcog.2021.108132},
  year = {2021}
}

DOI •

@article{Studer2021a,
  author = {L. Studer and A. Blank and J.-M. Bokhorst and I. Nagtegaal and I. Zlobec and A. Lugli and A. Fischer and H. Dawson},
  journal = {Histopathology},
  number = {4},
  pages = {476--484},
  title = {Taking tumour budding to the next frontier---a post International Tumour Budding Consensus Conference (ITBCC) 2016 Review},
  volume = {78},
  doi = {10.1111/his.14267},
  year = {2021}
}

DOI • •

@article{Scius-bertrand2021a,
  author = {A. Scius-Bertrand and M. Jungo and B. Wolf and A. Fischer and M. Bui},
  file = {/research/papers/Scius-bertrand2021.pdf},
  journal = {Applied Sciences},
  pages = {1--18},
  title = {Transcription Alignment of Historical Vietnamese Manuscripts without Human-Annotated Learning Samples},
  volume = {11},
  doi = {10.3390/app11114894},
  year = {2021}
}

DOI •

@inproceedings{Scius-bertrand2021,
  author = {A. Scius-Bertrand and M. Jungo and B. Wolf and A. Fischer and M. Bui},
  booktitle = {Proc. 16th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {432--447},
  title = {Annotation-Free Character Detection in Historical Vietnamese Stele Images},
  doi = {10.1007/978-3-030-86549-8_28},
  year = {2021}
}

DOI •

@inproceedings{Studer2021,
  author = {L. Studer and J. Wallau and H. Dawson and I. Zlobec and A. Fischer},
  booktitle = {Proc. 25th Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {3636--3643},
  title = {Classification of Intestinal Gland Cell-Graphs Using Graph Neural Networks},
  doi = {10.1109/icpr48806.2021.9412535},
  year = {2021}
}

DOI •

@inproceedings{Wolf2021,
  author = {F. Wolf and A. Fischer and G.A. Fink},
  booktitle = {Proc. 16th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {50--64},
  title = {Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting},
  doi = {10.1007/978-3-030-86549-8_4},
  year = {2021}
}

•

@inproceedings{Abbet2021,
  author = {C. Abbet and L. Studer and A. Fischer and H. Dawson and I. Zlobec and B. Bozorgtabar and J.-P. Thiran},
  booktitle = {Proc. 4th Int. Conf. on Medical Imaging with Deep Learning (MIDL)},
  file = {/research/papers/Abbet2021.pdf},
  note = {},
  pages = {1--16},
  title = {Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping},
  year = {2021}
}

DOI • •

@book{Fischer2020a,
  author = {A. Fischer and M. Liwicki and R. Ingold},
  file = {/research/papers/Fischer2020.pdf},
  title = {Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends},
  journal = {Series in Machine Perception and Artificial Intelligence},
  publisher = {WORLD SCIENTIFIC},
  doi = {10.1142/11353},
  year = {2020}
}

DOI •

@incollection{Fischer2020,
  author = {A. Fischer and R. Schindler and M. Bouillon and R. Plamondon},
  booktitle = {The Lognormality Principle and its Applications in e-Security, e-Learning and e-Health},
  editor = {R. Plamondon and A. Marcelli and M.A. Ferrer},
  pages = {327--342},
  series = {Series in Machine Perception and Artificial Intelligence},
  title = {Modeling 3D Movements with the Kinematic Theory of Rapid Human Movements},
  volume = {88},
  doi = {10.1142/9789811226830_0015},
  year = {2020}
}

DOI •

@article{Stauffer2020,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  journal = {Pattern Recognition Letters},
  pages = {125--134},
  title = {Filters for Graph-Based Keyword Spotting in Historical Handwritten Documents},
  volume = {134},
  doi = {10.1016/j.patrec.2018.03.030},
  year = {2020}
}

DOI • •

@inproceedings{Linder2020,
  author = {L. Linder and M. Jungo and J. Hennebert and C.C. Musat and A. Fischer},
  booktitle = {Proc. 12th Language Resources and Evaluation Conference (LREC)},
  file = {/research/papers/Linder2020.pdf},
  note = {},
  pages = {},
  title = {Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German},
  doi = {10.48550/arXiv.1912.00159},
  year = {2020}
}

DOI •

@inproceedings{Studer2020,
  author = {L. Studer and J. Wallau and R. Ingold and A. Fischer},
  booktitle = {Proc. 7th Swiss Conference on Data Science (SDS)},
  note = {},
  pages = {57--58},
  title = {Effects of Graph Pooling Layers on Classification with Graph Neural Networks},
  doi = {10.1109/sds49233.2020.00021},
  year = {2020}
}

DOI • •

@article{Maergner2019a,
  author = {P. Maergner and V. Pondenkandath and M. Alberti and M. Liwicki and K. Riesen and R. Ingold and A. Fischer},
  file = {/research/papers/Maergner2019.pdf},
  journal = {Pattern Recognition Letters},
  pages = {527--533},
  title = {Combining Graph Edit Distance and Triplet Networks for Offline Signature Verification},
  volume = {125},
  doi = {10.1016/j.patrec.2019.06.024},
  year = {2019}
}

DOI •

@article{Ameri2019,
  author = {M.R. Ameri and M. Stauffer and K. Riesen and T.D. Bui and A. Fischer},
  journal = {Pattern Recognition Letters},
  pages = {61--67},
  title = {Graph-Based Keyword Spotting in Historical Manuscripts Using Hausdorff Edit Distance},
  volume = {121},
  doi = {10.1016/j.patrec.2018.05.003},
  year = {2019}
}

DOI • •

@inproceedings{Studer2019,
  author = {L. Studer and M. Alberti and V. Pondenkandath and P. Goktepe and T. Kolonko and A. Fischer and M. Liwicki and R. Ingold},
  booktitle = {Proc. 15th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  file = {/research/papers/Studer2019.pdf},
  note = {},
  pages = {720--725},
  title = {A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis},
  doi = {10.1109/icdar.2019.00120},
  year = {2019}
}

DOI • •

@inproceedings{Kocher2019,
  author = {N. Kocher and C. Scuito and L. Tarantino and A. Lazaridis and A. Fischer and C. Musat},
  booktitle = {Proc. SIGNLL Conf. on Computational Natural Language Learning (CoNLL)},
  file = {/research/papers/Kocher2019.pdf},
  note = {},
  pages = {890--899},
  title = {Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes},
  doi = {10.18653/v1/k19-1083},
  year = {2019}
}

DOI •

@inproceedings{Stauffer2019,
  author = {M. Stauffer and P. Maergner and A. Fischer and K. Riesen},
  booktitle = {Proc. 12th Int. Workshop on Graph-Based Representation in Pattern Recognition (GbR)},
  note = {},
  pages = {45--55},
  title = {Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents},
  doi = {10.1007/978-3-030-20081-7_5},
  year = {2019}
}

DOI • •

@inproceedings{Stauffer2019a,
  author = {M. Stauffer and P. Maergner and A. Fischer and K. Riesen},
  booktitle = {Proc. 3rd Int. Conf. on Biometric Engineering and Applications (ICBEA)},
  file = {/research/papers/Stauffer2019.pdf},
  note = {},
  pages = {69--76},
  title = {Graph Embedding for Offline Handwritten Signature Verification},
  doi = {10.1145/3345336.3345346},
  year = {2019}
}

@inproceedings{Studer2019a,
  author = {L. Studer and S. Toneyan and I. Zlobec and H. Dawson and A. Fischer},
  booktitle = {Proc. 2nd MICCAI Workshop on Computational Pathology (COMPAY)},
  note = {},
  pages = {1--8},
  title = {Graph-based Classification of Intestinal Glands in Colorectal Cancer Tissue Images},
  year = {2019}
}

DOI • •

@inproceedings{Scius-bertrand2019,
  author = {A. Scius-Bertrand and L. Voegtlin and M. Alberti and A. Fischer and M. Bui},
  booktitle = {Proc. 5th Int. Workshop on Historical Document Imaging and Processing (HIP)},
  file = {/research/papers/Scius-bertrand2019.pdf},
  note = {},
  pages = {84--89},
  title = {Layout Analysis and Text Column Segmentation for Historical Vietnamese Steles},
  doi = {10.1145/3352631.3352634},
  year = {2019}
}

DOI •

@inproceedings{Stauffer2019b,
  author = {M. Stauffer and P. Maergner and A. Fischer and R. Ingold and K. Riesen},
  booktitle = {Proc. 15th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {1117--1124},
  title = {Offline Signature Verification using Structural Dynamic Time Warping},
  doi = {10.1109/icdar.2019.00181},
  year = {2019}
}

@inproceedings{Maergner2019,
  author = {P. Maergner and T.S. Karabacakoglu and K. Riesen and R. Ingold and A. Fischer},
  booktitle = {Proc. 19th International Graphonomics Conference (IGS)},
  note = {},
  pages = {},
  title = {Synthetic Generation of Online Signatures using a Deep Generative Model},
  year = {2019}
}

DOI • •

@incollection{Stauffer2018b,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Business Information Systems and Technology 4.0},
  editor = {R. Dornberger},
  file = {/research/papers/Stauffer2018.pdf},
  pages = {197--211},
  series = {Studies in Systems, Decision, and Control},
  title = {Searching and Browsing in Historical Documents -- State of the Art and Novel Approaches for Template-Based Keyword Spotting},
  volume = {141},
  doi = {10.1007/978-3-319-74322-6_13},
  year = {2018}
}

DOI •

@article{Diaz2018,
  author = {M. Diaz and A. Fischer and M.A. Ferrer and R. Plamondon},
  journal = {IEEE Trans. on Cybernetics},
  number = {1},
  pages = {228--239},
  title = {Dynamic Signature Verification System Based on One Real Signature},
  volume = {48},
  doi = {10.1109/tcyb.2016.2630419},
  year = {2018}
}

DOI •

@article{Stauffer2018a,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  journal = {Pattern Recognition},
  pages = {240--253},
  title = {Keyword Spotting in Historical Handwritten Documents based on Graph Matching},
  volume = {81},
  doi = {10.1016/j.patcog.2018.04.001},
  year = {2018}
}

DOI • •

@article{Riesen2018,
  author = {K. Riesen and A. Fischer and H. Bunke},
  file = {/research/papers/Riesen2018.pdf},
  journal = {Neural Processing Letters},
  number = {2},
  pages = {691--707},
  title = {On the Impact of Using Utilities Rather than Costs for Graph Matching},
  volume = {48},
  doi = {10.1007/s11063-017-9739-7},
  year = {2018}
}

DOI •

@inproceedings{Wicht2018,
  author = {B. Wicht and A. Fischer and J. Hennebert},
  booktitle = {Proc. 8th Int. Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR)},
  note = {},
  pages = {54--65},
  title = {DLL: A Fast Deep Neural Network Library},
  doi = {10.1007/978-3-319-99978-4_4},
  year = {2018}
}

•

@inproceedings{Schindler2018,
  author = {R. Schindler and M. Bouillon and R. Plamondon and A. Fischer},
  booktitle = {Proc. 1st Int. Conf. on Pattern Recognition and Artificial Intelligence (ICPRAI)},
  file = {/research/papers/Schindler2018.pdf},
  note = {},
  pages = {748--752},
  title = {Extending the Sigma-Lognormal Model of the Kinematic Theory to Three Dimensions},
  year = {2018}
}

DOI •

@inproceedings{Stauffer2018,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Proc. 13th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {49--54},
  title = {Graph-Based Keyword Spotting in Historical Documents Using Context-Aware Hausdorff Edit Distance},
  doi = {10.1109/das.2018.31},
  year = {2018}
}

DOI •

@inproceedings{Riba2018,
  author = {P. Riba and A. Fischer and J. Llados and A. Fornes},
  booktitle = {Proc. 24th Int. Conf. on Pattern Recognition (ICPR)},
  note = {{Best Scientific Paper Award}},
  pages = {2239--2244},
  title = {Learning Graph Distances with Message Passing Neural Networks},
  doi = {10.1109/icpr.2018.8545310},
  year = {2018}
}

DOI •

@inproceedings{Maergner2018a,
  author = {P. Maergner and V. Pondenkandath and M. Alberti and M. Liwicki and K. Riesen and R. Ingold and A. Fischer},
  booktitle = {Proc. Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR)},
  note = {},
  pages = {470--480},
  title = {Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks},
  doi = {10.1007/978-3-319-97785-0_45},
  year = {2018}
}

DOI •

@inproceedings{Maergner2018,
  author = {P. Maergner and N.R. Howe and K. Riesen and R. Ingold and A. Fischer},
  booktitle = {Proc. 16th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {163--168},
  title = {Offline Signature Verification via Structural Methods: Graph Edit Distance and Inkball Models},
  doi = {10.1109/icfhr-2018.2018.00037},
  year = {2018}
}

DOI •

@article{Garz2017a,
  author = {A. Garz and M. Seuret and A. Fischer and R. Ingold},
  journal = {IEEE Trans. on Human-Machine Systems},
  number = {2},
  pages = {181--193},
  title = {A User-Centered Segmentation Method for Complex Historical Manuscripts Based on Document Graphs},
  volume = {47},
  doi = {10.1109/thms.2016.2634920},
  year = {2017}
}

DOI •

@article{Fischer2017,
  author = {A. Fischer and K. Riesen and H. Bunke},
  journal = {Pattern Recognition Letters},
  pages = {55--62},
  title = {Improved Quadratic Time Approximation of Graph Edit Distance by Combining Hausdorff Matching and Greedy Assignment},
  volume = {87},
  doi = {10.1016/j.patrec.2016.06.014},
  year = {2017}
}

DOI •

@article{Fischer2017a,
  author = {A. Fischer and R. Plamondon},
  journal = {IEEE Trans. on Human-Machine Systems},
  number = {2},
  pages = {169--180},
  title = {Signature Verification Based on the Kinematic Theory of Rapid Human Movements},
  volume = {47},
  doi = {10.1109/thms.2016.2634922},
  year = {2017}
}

DOI •

@inproceedings{Maergner2017,
  author = {P. Maergner and K. Riesen and R. Ingold and A. Fischer},
  booktitle = {Proc. 14th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {1216--1222},
  title = {A Structural Approach to Offline Signature Verification Using Graph Edit Distance},
  doi = {10.1109/icdar.2017.201},
  year = {2017}
}

DOI •

@inproceedings{Stauffer2017,
  author = {M. Stauffer and T. Tschachtli and A. Fischer and K. Riesen},
  booktitle = {Proc. 11th Int. Workshop on Graph-based Representations in Pattern Recognition (GbR)},
  note = {},
  pages = {242--252},
  title = {A Survey on Applications of Bipartite Graph Edit Distance},
  doi = {10.1007/978-3-319-58961-9_22},
  year = {2017}
}

DOI •

@inproceedings{Stauffer2017a,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Proc. 14th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {714--720},
  title = {Ensembles for Graph-based Keyword Spotting in Historical Handwritten Documents},
  doi = {10.1109/icdar.2017.122},
  year = {2017}
}

DOI •

@inproceedings{Riesen2017,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. 11th Int. Workshop on Graph-based Representations in Pattern Recognition (GbR)},
  note = {},
  pages = {222--231},
  title = {Improved Graph Edit Distance Approximation with Simulated Annealing},
  doi = {10.1007/978-3-319-58961-9_20},
  year = {2017}
}

@inproceedings{Ameri2017,
  author = {M. Ameri and M. Stauffer and K. Riesen and T. Bui and A. Fischer},
  booktitle = {Proc. 18th Conf. of the International Graphonomics Society (IGS)},
  note = {},
  pages = {},
  title = {Keyword Spotting in Historical Documents Based on Handwriting Graphs and Hausdorff Edit Distance},
  year = {2017}
}

DOI •

@inproceedings{Niederhauser2017,
  author = {T. Niederhauser and A. Haeberlin and B. Jesacher and A. Fischer and H. Tanner},
  booktitle = {Proc. Computing in Cardiology (CinC)},
  note = {},
  pages = {},
  title = {Model-based Delineation of Non-Uniformly Sampled ECG Signals},
  doi = {10.22489/cinc.2017.241-003},
  year = {2017}
}

@inproceedings{Maergner2017a,
  author = {P. Maergner and K. Riesen and R. Ingold and A. Fischer},
  booktitle = {Proc. 18th Conf. of the International Graphonomics Society (IGS)},
  note = {},
  pages = {},
  title = {Offline Signature Verification Based on Bipartite Approximation of Graph Edit Distance},
  year = {2017}
}

DOI •

@inproceedings{Stauffer2017b,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Proc. 11th Int. Workshop on Graph-based Representations in Pattern Recognition (GbR)},
  note = {},
  pages = {83--93},
  title = {Speeding-Up Graph-based Keyword Spotting in Historical Handwritten Documents},
  doi = {10.1007/978-3-319-58961-9_8},
  year = {2017}
}

@inproceedings{Garz2017,
  author = {A. Garz and F. Schuetz and A. Villa and R. Plamondon and A. Fischer},
  booktitle = {Proc. 18th Conf. of the International Graphonomics Society (IGS)},
  note = {},
  pages = {},
  title = {User Adaptation for Multi-Classifier Signature Verification Based on the Kinematic Theory},
  year = {2017}
}

DOI • •

@inproceedings{Stauffer2016,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Proc. Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR)},
  file = {/research/papers/Stauffer2016.pdf},
  note = {},
  pages = {553--563},
  title = {A Novel Graph Database for Handwritten Word Images},
  doi = {10.1007/978-3-319-49055-7_49},
  year = {2016}
}

DOI • •

@inproceedings{Riesen2016,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. 7th Int. Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR)},
  file = {/research/papers/Riesen2016.pdf},
  note = {},
  pages = {185--194},
  title = {Approximation of Graph Edit Distance by Means of a Utility Matrix},
  doi = {10.1007/978-3-319-46182-3_16},
  year = {2016}
}

DOI •

@inproceedings{Garz2016,
  author = {A. Garz and M. Seuret and F. Simistira and A. Fischer and R. Ingold},
  booktitle = {Proc. 12th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {126--131},
  title = {Creating ground truth for historical manuscripts with document graphs and scribbling interaction},
  doi = {10.1109/das.2016.29},
  year = {2016}
}

DOI •

@inproceedings{Wicht2016,
  author = {B. Wicht and A. Fischer and J. Hennebert},
  booktitle = {Proc. 23rd Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {3434--3439},
  title = {Deep Learning Features for Handwritten Keyword Spotting},
  doi = {10.1109/icpr.2016.7900165},
  year = {2016}
}

DOI •

@inproceedings{Stauffer2016a,
  author = {M. Stauffer and A. Fischer and K. Riesen},
  booktitle = {Proc. Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR)},
  note = {},
  pages = {564--573},
  title = {Graph-Based Keyword Spotting in Historical Handwritten Documents},
  doi = {10.1007/978-3-319-49055-7_50},
  year = {2016}
}

@inproceedings{Garz2016a,
  author = {A. Garz and M. Seuret and A. Fischer and R. Ingold},
  booktitle = {Proc. 2nd Int. Conf. on Natural Sciences and Technology in Manuscript Analysis},
  note = {},
  pages = {61--63},
  title = {GraphManuscribble: Interact intuitively with digital facsimiles},
  year = {2016}
}

DOI •

@inproceedings{Howe2016,
  author = {N. Howe and A. Fischer and B. Wicht},
  booktitle = {Proc. 15th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {96--101},
  title = {Inkball Models as Features for Handwriting Recognition},
  doi = {10.1109/icfhr.2016.0030},
  year = {2016}
}

DOI •

@inproceedings{Wicht2016a,
  author = {B. Wicht and A. Fischer and J. Hennebert},
  booktitle = {Proc. 25th Int. Conf. on Artificial Neural Networks (ICANN)},
  note = {},
  pages = {113--120},
  title = {Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping},
  doi = {10.1007/978-3-319-44781-0_14},
  year = {2016}
}

DOI • •

@inproceedings{Wicht2016b,
  author = {B. Wicht and A. Fischer and J. Hennebert},
  booktitle = {Proc. 7th Int. Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR)},
  file = {/research/papers/Wicht2016.pdf},
  note = {},
  pages = {163--174},
  title = {On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM},
  doi = {10.1007/978-3-319-46182-3_14},
  year = {2016}
}

DOI • •

@inproceedings{Garz2016b,
  author = {A. Garz and M. Würsch and A. Fischer and R. Ingold},
  booktitle = {Proc. 23rd Int. Conf. on Document Recognition and Retrieval (DRR)},
  file = {/research/papers/Garz2016.pdf},
  note = {},
  pages = {1--12},
  title = {Simple and fast geometrical descriptors for writer identification},
  doi = {10.2352/issn.2470-1173.2016.17.drr-055},
  year = {2016}
}

DOI • •

@article{Fischer2015c,
  author = {A. Fischer and C. Y. Suen and V. Frinken and K. Riesen and H. Bunke},
  file = {/research/papers/Fischer2015.pdf},
  journal = {Pattern Recognition},
  number = {2},
  pages = {331--343},
  title = {Approximation of Graph Edit Distance Based on Hausdorff Matching},
  volume = {48},
  doi = {10.1016/j.patcog.2014.07.015},
  year = {2015}
}

DOI •

@article{Riesen2015b,
  author = {K. Riesen and A. Fischer and H. Bunke},
  journal = {International Journal of Pattern Recognition and Artificial Intelligence},
  number = {2},
  pages = {1--27},
  title = {Estimating Graph Edit Distance Using Lower and Upper Bounds of Bipartite Approximations},
  volume = {29},
  doi = {10.1142/s0218001415500111},
  year = {2015}
}

•

@inproceedings{Fischer2015,
  author = {A. Fischer and R. Plamondon},
  booktitle = {Proc. 17th Conf. of the International Graphonomics Society (IGS)},
  file = {/research/papers/Fischer2015.pdf},
  note = {},
  pages = {83--86},
  title = {A dissimilarity measure for on-line signature verification based on the Sigma-Lognormal model},
  year = {2015}
}

DOI •

@inproceedings{Riesen2015a,
  author = {K. Riesen and M. Ferrer and A. Fischer and H. Bunke},
  booktitle = {Proc. 10th Int. Workshop on Graph-based Representations in Pattern Recognition (GbR)},
  note = {},
  pages = {3--12},
  title = {Approximation of graph edit distance in quadratic time},
  doi = {10.1007/978-3-319-18224-7_1},
  year = {2015}
}

DOI •

@inproceedings{Riesen2015,
  author = {K. Riesen and M. Ferrer and A. Fischer},
  booktitle = {Proc. 12th Int. Workshop on Multiple Classifier Systems (MCS)},
  note = {},
  pages = {125--134},
  title = {Building classifier ensembles using greedy graph edit distance},
  doi = {10.1007/978-3-319-20248-8_11},
  year = {2015}
}

DOI •

@inproceedings{Seuret2015,
  author = {M. Seuret and A. Fischer and A. Garz and M. Liwicki and R. Ingold},
  booktitle = {Proc. 3rd Int. Workshop on Historical Document Imaging and Processing (HIP)},
  note = {},
  pages = {85--91},
  title = {Clustering historical documents based on the reconstruction error of autoencoders},
  doi = {10.1145/2809544.2809558},
  year = {2015}
}

DOI • •

@inproceedings{Fischer2015a,
  author = {A. Fischer and S. Uchida and V. Frinken and K. Riesen and H. Bunke},
  booktitle = {Proc. 10th Int. Workshop on Graph-based Representations in Pattern Recognition (GbR)},
  file = {/research/papers/Fischer2015.pdf},
  note = {},
  pages = {148--157},
  title = {Improving Hausdorff edit distance using structural node context},
  doi = {10.1007/978-3-319-18224-7_15},
  year = {2015}
}

@inproceedings{Bou-hernandez2015,
  author = {A. Bou-Hernandez and A. Fischer and R. Plamondon},
  booktitle = {Proc. 17th Conf. of the International Graphonomics Society (IGS)},
  note = {},
  pages = {59--62},
  title = {Omega-Lognormal analysis of oscillatory movements as a function of brain stroke risk factors},
  year = {2015}
}

DOI • •

@inproceedings{Fischer2015b,
  author = {A. Fischer and M. Diaz and R. Plamondon and M.A. Ferrer},
  booktitle = {Proc. 13th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  file = {/research/papers/Fischer2015.pdf},
  note = {},
  pages = {241--245},
  title = {Robust score normalization for DTW-based on-line signature verification},
  doi = {10.1109/icdar.2015.7333760},
  year = {2015}
}

DOI •

@inproceedings{Wei2015,
  author = {H. Wei and M. Seuret and K. Chen and A. Fischer and M. Liwicki and R. Ingold and X. Zhong},
  booktitle = {Proc. 3rd Int. Workshop on Historical Document Imaging and Processing (HIP)},
  note = {},
  pages = {55--62},
  title = {Selecting autoencoder features for layout analysis of historical documents},
  doi = {10.1145/2809544.2809548},
  year = {2015}
}

DOI •

@inproceedings{Diaz2015,
  author = {M. Diaz and A. Fischer and R. Plamondon and M.A. Ferrer},
  booktitle = {Proc. 13th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {631--635},
  title = {Towards an automatic on-line signature verifier using only one reference per signer},
  doi = {10.1109/icdar.2015.7333838},
  year = {2015}
}

DOI •

@incollection{Fischer2014c,
  author = {A. Fischer and H. Bunke and N. Naji and J. Savoy and M. Baechler and R. Ingold},
  booktitle = {Internationality and Interdisciplinarity in Edition Philology},
  editor = {M. Stolz and Y.-C. Chen},
  pages = {91--106},
  series = {Beihefte zu Editio},
  title = {The {HisDoc} Project. {A}utomatic Analysis, Recognition, and Retrieval of Handwritten Historical Documents for Digital Libraries},
  volume = {38},
  doi = {10.1515/9783110367317.91},
  year = {2014}
}

DOI •

@article{Frinken2014a,
  author = {V. Frinken and A. Fischer and M. Baumgartner and H. Bunke},
  journal = {Pattern Recognition},
  number = {3},
  pages = {1073--1082},
  title = {Keyword Spotting for Self-Training of BLSTM NN Based Handwriting Recognition Systems},
  volume = {47},
  doi = {10.1016/j.patcog.2013.06.030},
  year = {2014}
}

DOI •

@article{Zamora-martinez2014,
  author = {F. Zamora-Martinez and V. Frinken and S. Espana-Boquera and M. J. Castro-Bleda and A. Fischer and H. Bunke},
  journal = {Pattern Recognition},
  number = {4},
  pages = {1642--1652},
  title = {Neural Network Language Models for Off-Line Handwriting Recognition},
  volume = {47},
  doi = {10.1016/j.patcog.2013.10.020},
  year = {2014}
}

DOI •

@inproceedings{Frinken2014,
  author = {V. Frinken and D. Karatzas and A. Fischer},
  booktitle = {Proc. 11th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {166--170},
  title = {A cache language model for whole document handwriting recognition},
  doi = {10.1109/das.2014.56},
  year = {2014}
}

DOI •

@inproceedings{Fischer2014,
  author = {A. Fischer and M. Baechler and A. Garz and M. Liwicki and R. Ingold},
  booktitle = {Proc. 11th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {71--75},
  title = {A combined system for text line extraction and handwriting recognition in historical documents},
  doi = {10.1109/das.2014.51},
  year = {2014}
}

DOI •

@inproceedings{Ameri2014,
  author = {M.R. Ameri and M. Haji and A. Fischer and D. Ponson and T.D. Bui},
  booktitle = {Proc. 14th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {512--516},
  title = {A feature extraction method for cursive character recognition using higher-order singular value decomposition},
  doi = {10.1109/icfhr.2014.92},
  year = {2014}
}

DOI •

@inproceedings{Fischer2014a,
  author = {A. Fischer and R. Plamondon and Y. Savaria and K. Riesen and H. Bunke},
  booktitle = {Proc. Int. Workshop on Structural and Syntactic Pattern Recognition (SSPR)},
  note = {},
  pages = {83--92},
  title = {A Hausdorff heuristic for efficient computation of graph edit distance},
  doi = {10.1007/978-3-662-44415-3_9},
  year = {2014}
}

DOI •

@inproceedings{Riesen2014,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. 6th Int. Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR)},
  note = {},
  pages = {117--128},
  title = {Combining bipartite graph matching and beam search for graph edit distance approximation},
  doi = {10.1007/978-3-319-11656-3_11},
  year = {2014}
}

DOI •

@inproceedings{Riesen2014a,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. 6th Int. Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR)},
  note = {},
  pages = {129--140},
  title = {Computing upper and lower bounds of graph edit distance in cubic time},
  doi = {10.1007/978-3-319-11656-3_12},
  year = {2014}
}

DOI •

@inproceedings{Riesen2014b,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. Int. Workshop on Structural and Syntactic Pattern Recognition (SSPR)},
  note = {},
  pages = {3910--3914},
  title = {Improving approximate graph edit distance using genetic algorithms},
  doi = {10.1007/978-3-662-44415-3_7},
  year = {2014}
}

DOI •

@inproceedings{Riesen2014c,
  author = {K. Riesen and A. Fischer and H. Bunke},
  booktitle = {Proc. 22nd Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {3910--3914},
  title = {Improving graph edit distance approximation by centrality measures},
  doi = {10.1109/icpr.2014.670},
  year = {2014}
}

DOI •

@inproceedings{Fischer2014b,
  author = {A. Fischer and R. Plamondon and C. {O'Reilly} and Y. Savaria},
  booktitle = {Proc. 14th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {222--227},
  title = {Neuromuscular representation and synthetic generation of handwritten whiteboard notes},
  doi = {10.1109/icfhr.2014.45},
  year = {2014}
}

DOI •

@incollection{Fischer2013c,
  author = {A. Fischer and V. Frinken and H. Bunke},
  booktitle = {Machine Learning: Theory and Applications},
  editor = {C.R. Rao and V. Govindaraju},
  pages = {421--442},
  series = {Handbook of Statistics},
  title = {Application of Hidden {M}arkov Models for Handwriting Recognition},
  volume = {31},
  doi = {10.1016/B978-0-444-53859-8.00017-5},
  year = {2013}
}

DOI •

@inproceedings{Garz2013,
  author = {A. Garz and A. Fischer and H. Bunke and R. Ingold},
  booktitle = {Proc. 12th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {1290--1294},
  title = {A binarization-free clustering approach to segment curved text lines
in historical manuscripts},
  doi = {10.1109/icdar.2013.261},
  year = {2013}
}

DOI •

@inproceedings{Prum2013,
  author = {S. Prum and M. Visani and A. Fischer and J.-M. Ogier},
  booktitle = {Proc. 12th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {364--368},
  title = {A discriminative approach to on-line handwriting recognition using
bi-character models},
  doi = {10.1109/ICDAR.2013.80},
  year = {2013}
}

DOI •

@inproceedings{Fischer2013,
  author = {A. Fischer and C. Y. Suen and V. Frinken and K. Riesen and H. Bunke},
  booktitle = {Proc. 9th Int. Workshop on Graph-Based Representations (GbR)},
  note = {},
  pages = {194--203},
  title = {A fast matching algorithm for graph-based handwriting recognition},
  doi = {10.1007/978-3-642-38221-5_21},
  year = {2013}
}

DOI •

@inproceedings{Fischer2013a,
  author = {A. Fischer and V. C. Kieu and M. Visani and C. Y. Suen},
  booktitle = {Proc. 2nd Int. Workshop on Historical Document Imaging and
Processing (HIP)},
  note = {},
  pages = {73--79},
  title = {Generation of learning samples for historical handwriting recognition
using image degradation},
  doi = {10.1145/2501115.2501123},
  year = {2013}
}

DOI •

@inproceedings{Frinken2013,
  author = {V. Frinken and A. Fischer and C. D. Martinez-Hinarejos},
  booktitle = {Proc. 2nd Int. Workshop on Historical Document Imaging and
Processing (HIP)},
  note = {},
  pages = {67--72},
  title = {Handwriting recognition in historical documents using very large
vocabularies},
  doi = {10.1145/2501115.2501116},
  year = {2013}
}

DOI •

@inproceedings{Fischer2013b,
  author = {A. Fischer and V. Frinken and H. Bunke and C. Y. Suen},
  booktitle = {Proc. 12th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {506--510},
  title = {Improving HMM-based keyword spotting with character language models},
  doi = {10.1109/icdar.2013.107},
  year = {2013}
}

DOI •

@article{Frinken2012b,
  author = {V. Frinken and A. Fischer and R. Manmatha and H. Bunke},
  journal = {IEEE Trans. PAMI},
  number = {2},
  pages = {211--224},
  title = {A Novel Word Spotting Method Based on Recurrent Neural Networks},
  volume = {34},
  doi = {10.1109/TPAMI.2011.113},
  year = {2012}
}

DOI •

@article{Fischer2012,
  author = {A. Fischer and A. Keller and V. Frinken and H. Bunke},
  journal = {Pattern Recognition Letters},
  number = {7},
  pages = {934--942},
  title = {Lexicon-Free Handwritten Word Spotting Using Character {HMM}s},
  volume = {33},
  doi = {10.1016/j.patrec.2011.09.009},
  year = {2012}
}

DOI •

@inproceedings{Garz2012,
  author = {A. Garz and A. Fischer and R. Sablatnig and H. Bunke},
  booktitle = {Proc. 10th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {95--99},
  title = {Binarization-free text line segmentation for historical documents based on interest point clustering},
  doi = {10.1109/das.2012.23},
  year = {2012}
}

@inproceedings{Baechler2012,
  author = {M. Baechler and A. Fischer and N. Naji and R. Ingold and H. Bunke and J. Savoy},
  booktitle = {Proc. Digital Humanities (DH)},
  note = {},
  pages = {94--97},
  title = {{HisDoc}: historical document analysis, recognition, and retrieval},
  year = {2012}
}

@inproceedings{Frinken2012,
  author = {V. Frinken and F. Zamora-Mart'{i}nez and S. Espa {n}a-Boquera and M. J. Castro-Bleda and A. Fischer and H. Bunke},
  booktitle = {Proc. 21st Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {701--704},
  title = {Long-short term memory neural networks language modeling for handwriting recognition},
  year = {2012}
}

DOI •

@inproceedings{Frinken2012a,
  author = {V. Frinken and M. Baumgartner and A. Fischer and H. Bunke},
  booktitle = {Proc. 13th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)},
  note = {},
  pages = {49--54},
  title = {Semi-supervised learning for cursive handwriting recognition using keyword spotting},
  doi = {10.1109/ICFHR.2012.268},
  year = {2012}
}

DOI •

@inproceedings{Fornes2011,
  author = {A. Fornes and V. Frinken and A. Fischer and J. Almaz'{a}n, G. Jackson, and
H. Bunke},
  booktitle = {Proc. 1st Int. Workshop on Historical Document Imaging and
Processing (HIP)},
  note = {},
  pages = {83--90},
  title = {A keyword spotting approach using blurred shape model-based
descriptors},
  doi = {10.1145/2037342.2037356},
  year = {2011}
}

@inproceedings{Fischer2011,
  author = {A. Fischer and H. Bunke},
  booktitle = {Proc. 19th European Signal Processing Conference (EUSIPCO)},
  note = {},
  pages = {},
  title = {Character prototype selection for handwriting recognition in
historical documents with graph similarity features},
  year = {2011}
}

DOI •

@inproceedings{Frinken2011,
  author = {V. Frinken and A. Fischer and H. Bunke and A. Fornes},
  booktitle = {Proc. 11th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {314--318},
  title = {Co-training for handwritten word recognition},
  doi = {10.1109/icdar.2011.71},
  year = {2011}
}

DOI •

@inproceedings{Fischer2011a,
  author = {A. Fischer and E. Indermüuhle and V. Frinken and H. Bunke},
  booktitle = {Proc. 11th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {53--57},
  title = {{HMM}-based alignment of inaccurate transcriptions for historical
documents},
  doi = {10.1109/icdar.2011.20},
  year = {2011}
}

DOI •

@inproceedings{Frinken2011a,
  author = {V. Frinken and A. Fischer and H. Bunke},
  booktitle = {Proc. 26th Symposium On Applied Computing (SAC)},
  note = {},
  pages = {838--843},
  title = {Improving handwritten keyword spotting with self-training},
  doi = {10.1145/1982185.1982368},
  year = {2011}
}

DOI •

@inproceedings{Indermü{u}hle2011,
  author = {E. Indermü{u}hle and V. Frinken and A. Fischer and H. Bunke},
  booktitle = {Proc. 11th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {73--77},
  title = {Keyword spotting in online handwritten documents containing text and
non-text using {BLSTM} neural networks},
  doi = {10.1109/icdar.2011.24},
  year = {2011}
}

DOI •

@inproceedings{Fischer2011b,
  author = {A. Fischer and V. Frinken and A. Fornes and H. Bunke},
  booktitle = {Proc. 1st Int. Workshop on Historical Document Imaging and
Processing (HIP)},
  note = {},
  pages = {29--36},
  title = {Transcription alignment of Latin manuscripts using hidden {M}arkov
models},
  doi = {10.1145/2037342.2037348},
  year = {2011}
}

DOI •

@inproceedings{Frinken2010b,
  author = {V. Frinken and A. Fischer and H. Bunke},
  booktitle = {Proc. 4th Int. Workshop on Artificial Neural Networks in
Pattern Recognition (ANNPR)},
  note = {},
  pages = {185--196},
  title = {A novel word spotting algorithm using bidirectional long short-term
memory neural networks},
  doi = {10.1007/978-3-642-12159-3_17},
  year = {2010}
}

DOI •

@inproceedings{Frinken2010,
  author = {V. Frinken and A. Fischer and R. Manmatha and H. Bunke},
  booktitle = {Proc. 12th Int. Conf. on Frontiers in Handwriting
Recognition (ICFHR)},
  note = {},
  pages = {352--357},
  title = {Adapting {BLSTM} neural network based keyword spotting trained on
modern data to historical documents},
  doi = {10.1109/icfhr.2010.61},
  year = {2010}
}

DOI •

@inproceedings{Frinken2010a,
  author = {V. Frinken and A. Fischer and H. Bunke},
  booktitle = {Proc. 9th Int. Workshop on Multiple Classifier Systems (MCS)},
  note = {},
  pages = {215--224},
  title = {Combining neural networks to improve performance of handwritten
keyword spotting},
  doi = {10.1007/978-3-642-12127-2_22},
  year = {2010}
}

DOI •

@inproceedings{Fischer2010a,
  author = {A. Fischer and K. Riesen and H. Bunke},
  booktitle = {Proc. 12th Int. Conf. on Frontiers in Handwriting
Recognition (ICFHR)},
  note = {},
  pages = {253--258},
  title = {Graph similarity features for {HMM}-based handwriting recognition in
historical documents},
  doi = {10.1109/icfhr.2010.47},
  year = {2010}
}

DOI •

@inproceedings{Fischer2010,
  author = {A. Fischer and E. Indermühle and H. Bunke and G. Viehhauser and M. Stolz},
  booktitle = {Proc. 9th Int. Workshop on Document Analysis Systems (DAS)},
  note = {},
  pages = {},
  title = {Ground truth creation for handwriting recognition in historical
documents},
  doi = {10.1145/1815330.1815331},
  year = {2010}
}

DOI •

@inproceedings{Fischer2010b,
  author = {A. Fischer and A. Keller and V. Frinken and H. Bunke},
  booktitle = {Proc. 20th Int. Conf. on Pattern Recognition (ICPR)},
  note = {Best Scientific Paper Award},
  pages = {},
  title = {{HMM}-based word spotting in handwritten documents using subword
models},
  doi = {10.1109/icpr.2010.834},
  year = {2010}
}

DOI •

@inproceedings{Fischer2009,
  author = {A. Fischer and M. Wüthrich and M. Liwicki and V. Frinken and H. Bunke and G. Viehhauser and M. Stolz},
  booktitle = {Proc. 15th Int. Conf. on Virtual Systems and Multimedia (VSMM)},
  note = {},
  pages = {137--142},
  title = {Automatic transcription of handwritten medieval documents},
  doi = {10.1109/vsmm.2009.26},
  year = {2009}
}

DOI •

@inproceedings{Frinken2009,
  author = {V. Frinken and T. Peter and A. Fischer and H. Bunke and T.-M.-T. Do and T. Artieres},
  booktitle = {Proc. 13th Int. Conf. on Computer Analysis of Images and
Patterns (CAIP)},
  note = {},
  pages = {189--196},
  title = {Improved handwriting recognition by combining two forms of hidden
{M}arkov models and a recurrent neural network},
  doi = {10.1007/978-3-642-03767-2_23},
  year = {2009}
}

DOI •

@inproceedings{Fischer2009a,
  author = {A. Fischer and H. Bunke},
  booktitle = {Proc. 13th Int. Conf. on Computer Analysis of Images and
Patterns (CAIP)},
  note = {},
  pages = {181--188},
  title = {Kernel {PCA} for {HMM}-based cursive handwriting recognition},
  doi = {10.1007/978-3-642-03767-2_22},
  year = {2009}
}

DOI •

@inproceedings{Wüthrich2009,
  author = {M. Wüthrich and M. Liwicki and A. Fischer and E. Indermuhle and H. Bunke and G. Viehhauser and M. Stolz},
  booktitle = {Proc. 10th Int. Conf. on Document Analysis and Recognition (ICDAR)},
  note = {},
  pages = {211--215},
  title = {Language model integration for the recognition of handwritten
medieval documents},
  doi = {10.1109/icdar.2009.17},
  year = {2009}
}

DOI •

@inproceedings{Fischer2008,
  author = {A. Fischer and K. Riesen and H. Bunke},
  booktitle = {Proc. 19th Int. Conf. on Pattern Recognition (ICPR)},
  note = {},
  pages = {1--4},
  title = {An experimental study of graph classification using prototype
selection},
  doi = {10.1109/icpr.2008.4761811},
  year = {2008}
}