BibTeX records: Jonas Richiardi

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@article{DBLP:journals/neuroimage/AchardCMLR23,
  author       = {Sophie Achard and
                  Jean{-}Fran{\c{c}}ois Coeurjolly and
                  Pierre Lafaye de Micheaux and
                  Han{\^{a}} Lbath and
                  Jonas Richiardi},
  title        = {Inter-regional correlation estimators for functional magnetic resonance
                  imaging},
  journal      = {NeuroImage},
  volume       = {282},
  pages        = {120388},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neuroimage.2023.120388},
  doi          = {10.1016/J.NEUROIMAGE.2023.120388},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/AchardCMLR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/NotoMTAESCHR23,
  author       = {Tommaso Di Noto and
                  Guillaume Marie and
                  S{\'{e}}bastien Tourbier and
                  Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
                  Oscar Esteban and
                  Guillaume Saliou and
                  Meritxell Bach Cuadra and
                  Patric Hagmann and
                  Jonas Richiardi},
  title        = {Towards Automated Brain Aneurysm Detection in {TOF-MRA:} Open Data,
                  Weak Labels, and Anatomical Knowledge},
  journal      = {Neuroinformatics},
  volume       = {21},
  number       = {1},
  pages        = {21--34},
  year         = {2023},
  url          = {https://doi.org/10.1007/s12021-022-09597-0},
  doi          = {10.1007/S12021-022-09597-0},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ni/NotoMTAESCHR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BanusOHMHR23,
  author       = {Jaume Banus and
                  Augustin Ogier and
                  Roger Hullin and
                  Philippe Meyer and
                  Ruud B. van Heeswijk and
                  Jonas Richiardi},
  title        = {Deep Spatio-Temporal Multiplex Graph Learning for Cardiac Imaging
                  Classification},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                  {ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICASSP49357.2023.10096712},
  doi          = {10.1109/ICASSP49357.2023.10096712},
  timestamp    = {Sun, 05 Nov 2023 16:51:21 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/BanusOHMHR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MadronaOGRMTKWMRR23,
  author       = {Antoine Madrona and
                  Sebastian Ot{\'{a}}lora and
                  Elda Fischi Gomez and
                  Veronica Ravano and
                  B{\'{e}}n{\'{e}}dicte Mar{\'{e}}chal and
                  Jean{-}Philippe Thiran and
                  Tobias Kober and
                  Roland Wiest and
                  Richard McKinley and
                  Jonas Richiardi and
                  Jonathan Rafael{-}Patino},
  title        = {Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data
                  for Acute Stroke Infarct Segmentation},
  booktitle    = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2023, Cartagena, Colombia, April 18-21, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISBI53787.2023.10230596},
  doi          = {10.1109/ISBI53787.2023.10230596},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/MadronaOGRMTKWMRR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w1,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {1752},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23618-1},
  doi          = {10.1007/978-3-031-23618-1},
  isbn         = {978-3-031-23617-4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w2,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1753},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23633-4},
  doi          = {10.1007/978-3-031-23633-4},
  isbn         = {978-3-031-23632-7},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16922,
  author       = {Nataliia Molchanova and
                  B{\'{e}}n{\'{e}}dicte Mar{\'{e}}chal and
                  Jean{-}Philippe Thiran and
                  Tobias Kober and
                  Till Huelnhagen and
                  Jonas Richiardi},
  title        = {Fast refacing of {MR} images with a generative neural network lowers
                  re-identification risk and preserves volumetric consistency},
  journal      = {CoRR},
  volume       = {abs/2305.16922},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.16922},
  doi          = {10.48550/ARXIV.2305.16922},
  eprinttype    = {arXiv},
  eprint       = {2305.16922},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-16922.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/FranceschielloN22,
  author       = {Benedetta Franceschiello and
                  Tommaso Di Noto and
                  Alexia Bourgeois and
                  Micah M. Murray and
                  Astrid Minier and
                  Pierre Pouget and
                  Jonas Richiardi and
                  Paolo Bartolomeo and
                  Fabio Anselmi},
  title        = {Machine learning algorithms on eye tracking trajectories to classify
                  patients with spatial neglect},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {221},
  pages        = {106929},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cmpb.2022.106929},
  doi          = {10.1016/J.CMPB.2022.106929},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmpb/FranceschielloN22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/OtaloraRMGRKCHWRM22,
  author       = {Sebastian Ot{\'{a}}lora and
                  Jonathan Rafael{-}Patino and
                  Antoine Madrona and
                  Elda Fischi Gomez and
                  Veronica Ravano and
                  Tobias Kober and
                  S{\o}ren Christensen and
                  Arsany Hakim and
                  Roland Wiest and
                  Jonas Richiardi and
                  Richard McKinley},
  editor       = {Spyridon Bakas and
                  Alessandro Crimi and
                  Ujjwal Baid and
                  Sylwia Malec and
                  Monika Pytlarz and
                  Bhakti Baheti and
                  Maximilian Zenk and
                  Reuben Dorent},
  title        = {Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced
                  Segmentation Datasets},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction
                  with {MICCAI} 2022, Singapore, September 18, 2022, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {13769},
  pages        = {45--56},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-33842-7\_4},
  doi          = {10.1007/978-3-031-33842-7\_4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/brainles-ws/OtaloraRMGRKCHWRM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RavanoDDMPHMTKR22,
  author       = {Veronica Ravano and
                  Jean{-}Fran{\c{c}}ois D{\'{e}}monet and
                  Daniel Damian and
                  Reto Meuli and
                  Gian Franco Piredda and
                  Till Huelnhagen and
                  B{\'{e}}n{\'{e}}dicte Mar{\'{e}}chal and
                  Jean{-}Philippe Thiran and
                  Tobias Kober and
                  Jonas Richiardi},
  editor       = {Ahmed Abdulkadir and
                  Deepti R. Bathula and
                  Nicha C. Dvornek and
                  Mohamad Habes and
                  Seyed Mostafa Kia and
                  Vinod Kumar and
                  Thomas Wolfers},
  title        = {Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly
                  Predict Cross-Protocol Volumetric Consistency},
  booktitle    = {Machine Learning in Clinical Neuroimaging - 5th International Workshop,
                  {MLCN} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
                  18, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13596},
  pages        = {83--92},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-17899-3\_9},
  doi          = {10.1007/978-3-031-17899-3\_9},
  timestamp    = {Tue, 10 Oct 2023 14:59:33 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/RavanoDDMPHMTKR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GeorgantasR22,
  author       = {Costa Georgantas and
                  Jonas Richiardi},
  editor       = {Fr{\'{e}}d{\'{e}}rique Laforest and
                  Rapha{\"{e}}l Troncy and
                  Elena Simperl and
                  Deepak Agarwal and
                  Aristides Gionis and
                  Ivan Herman and
                  Lionel M{\'{e}}dini},
  title        = {Multi-view Omics Translation with Multiplex Graph Neural Networks},
  booktitle    = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
                  April 25 - 29, 2022},
  pages        = {1030--1036},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3487553.3524714},
  doi          = {10.1145/3487553.3524714},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/GeorgantasR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09698,
  author       = {Tommaso Di Noto and
                  Meritxell Bach Cuadra and
                  Chirine Atat and
                  Eduardo Gamito Teiga and
                  Monika Hegi and
                  Andreas Hottinger and
                  Patric Hagmann and
                  Jonas Richiardi},
  title        = {Transfer learning with weak labels from radiology reports: application
                  to glioma change detection},
  journal      = {CoRR},
  volume       = {abs/2210.09698},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.09698},
  doi          = {10.48550/ARXIV.2210.09698},
  eprinttype    = {arXiv},
  eprint       = {2210.09698},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-09698.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/TimminsSBRABBFN21,
  author       = {Kimberley M. Timmins and
                  Irene C. van der Schaaf and
                  Edwin Bennink and
                  Ynte M. Ruigrok and
                  Xingle An and
                  Michael Baumgartner and
                  Pascal Bourdon and
                  Riccardo de Feo and
                  Tommaso Di Noto and
                  Florian Dubost and
                  Augusto Fava{-}Sanches and
                  Xue Feng and
                  Corentin Giroud and
                  Inteneural Group and
                  Minghui Hu and
                  Paul F. Jaeger and
                  Juhana Kaiponen and
                  Michal Klimont and
                  Yuexiang Li and
                  Hongwei Li and
                  Yi Lin and
                  Timo Loehr and
                  Jun Ma and
                  Klaus H. Maier{-}Hein and
                  Guillaume Marie and
                  Bjoern H. Menze and
                  Jonas Richiardi and
                  Saifeddine Rjiba and
                  Dhaval Shah and
                  Suprosanna Shit and
                  Jussi Tohka and
                  Thierry Urruty and
                  Urszula Walinska and
                  Xiaoping Yang and
                  Yunqiao Yang and
                  Yin Yin and
                  Birgitta K. Velthuis and
                  Hugo J. Kuijf},
  title        = {Comparing methods of detecting and segmenting unruptured intracranial
                  aneurysms on {TOF-MRAS:} The {ADAM} challenge},
  journal      = {NeuroImage},
  volume       = {238},
  pages        = {118216},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neuroimage.2021.118216},
  doi          = {10.1016/J.NEUROIMAGE.2021.118216},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/TimminsSBRABBFN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NotoATHHCHR21,
  author       = {Tommaso Di Noto and
                  Chirine Atat and
                  Eduardo Gamito Teiga and
                  Monika Hegi and
                  Andreas Hottinger and
                  Meritxell Bach Cuadra and
                  Patric Hagmann and
                  Jonas Richiardi},
  editor       = {Michael Kamp and
                  Irena Koprinska and
                  Adrien Bibal and
                  Tassadit Bouadi and
                  Beno{\^{\i}}t Fr{\'{e}}nay and
                  Luis Gal{\'{a}}rraga and
                  Jos{\'{e}} Oramas and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Bo Kang and
                  Christine Largeron and
                  Jefrey Lijffijt and
                  Tiphaine Viard and
                  Pascal Welke and
                  Massimiliano Ruocco and
                  Erlend Aune and
                  Claudio Gallicchio and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Holger Fr{\"{o}}ning and
                  G{\"{u}}nther Schindler and
                  Riccardo Guidotti and
                  Anna Monreale and
                  Salvatore Rinzivillo and
                  Przemyslaw Biecek and
                  Eirini Ntoutsi and
                  Mykola Pechenizkiy and
                  Bodo Rosenhahn and
                  Christopher L. Buckley and
                  Daniela Cialfi and
                  Pablo Lanillos and
                  Maxwell Ramstead and
                  Tim Verbelen and
                  Pedro M. Ferreira and
                  Giuseppina Andresini and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Philippe Fournier{-}Viger and
                  M. Saqib Nawaz and
                  Sebasti{\'{a}}n Ventura and
                  Meng Sun and
                  Min Zhou and
                  Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Ricard Gavald{\`{a}} and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Damian Roqueiro and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Guilherme Gra{\c{c}}a},
  title        = {Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change
                  Detection Using Radiology Report Classification},
  booktitle    = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
                  Event, September 13-17, 2021, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1525},
  pages        = {423--436},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93733-1\_30},
  doi          = {10.1007/978-3-030-93733-1\_30},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/NotoATHHCHR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
  editor       = {Michael Kamp and
                  Irena Koprinska and
                  Adrien Bibal and
                  Tassadit Bouadi and
                  Beno{\^{\i}}t Fr{\'{e}}nay and
                  Luis Gal{\'{a}}rraga and
                  Jos{\'{e}} Oramas and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Bo Kang and
                  Christine Largeron and
                  Jefrey Lijffijt and
                  Tiphaine Viard and
                  Pascal Welke and
                  Massimiliano Ruocco and
                  Erlend Aune and
                  Claudio Gallicchio and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Holger Fr{\"{o}}ning and
                  G{\"{u}}nther Schindler and
                  Riccardo Guidotti and
                  Anna Monreale and
                  Salvatore Rinzivillo and
                  Przemyslaw Biecek and
                  Eirini Ntoutsi and
                  Mykola Pechenizkiy and
                  Bodo Rosenhahn and
                  Christopher L. Buckley and
                  Daniela Cialfi and
                  Pablo Lanillos and
                  Maxwell Ramstead and
                  Tim Verbelen and
                  Pedro M. Ferreira and
                  Giuseppina Andresini and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Philippe Fournier{-}Viger and
                  M. Saqib Nawaz and
                  Sebasti{\'{a}}n Ventura and
                  Meng Sun and
                  Min Zhou and
                  Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Ricard Gavald{\`{a}} and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Damian Roqueiro and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Guilherme Gra{\c{c}}a},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
                  Event, September 13-17, 2021, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {1524},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93736-2},
  doi          = {10.1007/978-3-030-93736-2},
  isbn         = {978-3-030-93735-5},
  timestamp    = {Sat, 12 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
  editor       = {Michael Kamp and
                  Irena Koprinska and
                  Adrien Bibal and
                  Tassadit Bouadi and
                  Beno{\^{\i}}t Fr{\'{e}}nay and
                  Luis Gal{\'{a}}rraga and
                  Jos{\'{e}} Oramas and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Bo Kang and
                  Christine Largeron and
                  Jefrey Lijffijt and
                  Tiphaine Viard and
                  Pascal Welke and
                  Massimiliano Ruocco and
                  Erlend Aune and
                  Claudio Gallicchio and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Holger Fr{\"{o}}ning and
                  G{\"{u}}nther Schindler and
                  Riccardo Guidotti and
                  Anna Monreale and
                  Salvatore Rinzivillo and
                  Przemyslaw Biecek and
                  Eirini Ntoutsi and
                  Mykola Pechenizkiy and
                  Bodo Rosenhahn and
                  Christopher L. Buckley and
                  Daniela Cialfi and
                  Pablo Lanillos and
                  Maxwell Ramstead and
                  Tim Verbelen and
                  Pedro M. Ferreira and
                  Giuseppina Andresini and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Philippe Fournier{-}Viger and
                  M. Saqib Nawaz and
                  Sebasti{\'{a}}n Ventura and
                  Meng Sun and
                  Min Zhou and
                  Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Ricard Gavald{\`{a}} and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Damian Roqueiro and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Guilherme Gra{\c{c}}a},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
                  Event, September 13-17, 2021, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1525},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93733-1},
  doi          = {10.1007/978-3-030-93733-1},
  isbn         = {978-3-030-93732-4},
  timestamp    = {Sat, 12 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06168,
  author       = {Tommaso Di Noto and
                  Guillaume Marie and
                  S{\'{e}}bastien Tourbier and
                  Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
                  Oscar Esteban and
                  Guillaume Saliou and
                  Meritxell Bach Cuadra and
                  Patric Hagmann and
                  Jonas Richiardi},
  title        = {Weak labels and anatomical knowledge: making deep learning practical
                  for intracranial aneurysm detection in {TOF-MRA}},
  journal      = {CoRR},
  volume       = {abs/2103.06168},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.06168},
  eprinttype    = {arXiv},
  eprint       = {2103.06168},
  timestamp    = {Tue, 16 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-06168.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08702,
  author       = {Javier Ortega{-}Garcia and
                  Julian Fi{\'{e}}rrez and
                  Fernando Alonso{-}Fernandez and
                  Javier Galbally and
                  Manuel R. Freire and
                  Joaquin Gonzalez{-}Rodriguez and
                  Carmen Garc{\'{\i}}a{-}Mateo and
                  Jos{\'{e}} Luis Alba{-}Castro and
                  Elisardo Gonz{\'{a}}lez{-}Agulla and
                  Enrique Otero Muras and
                  Sonia Garcia{-}Salicetti and
                  Lor{\`{e}}ne Allano and
                  Bao Ly{-}Van and
                  Bernadette Dorizzi and
                  Josef Kittler and
                  Thirimachos Bourlai and
                  Norman Poh and
                  Farzin Deravi and
                  Ming W. R. Ng and
                  Michael C. Fairhurst and
                  Jean Hennebert and
                  Andreas Humm and
                  Massimo Tistarelli and
                  Linda Brodo and
                  Jonas Richiardi and
                  Andrzej Drygajlo and
                  Harald Ganster and
                  Federico M. Sukno and
                  Sri{-}Kaushik Pavani and
                  Alejandro Frangi and
                  Lale Akarun and
                  Arman Savran},
  title        = {The Multiscenario Multienvironment BioSecure Multimodal Database {(BMDB)}},
  journal      = {CoRR},
  volume       = {abs/2111.08702},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.08702},
  eprinttype    = {arXiv},
  eprint       = {2111.08702},
  timestamp    = {Thu, 16 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-08702.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NotoMTASCHR20,
  author       = {Tommaso Di Noto and
                  Guillaume Marie and
                  S{\'{e}}bastien Tourbier and
                  Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
                  Guillaume Saliou and
                  Meritxell Bach Cuadra and
                  Patric Hagmann and
                  Jonas Richiardi},
  editor       = {Seyed Mostafa Kia and
                  Hassan Mohy{-}ud{-}Din and
                  Ahmed Abdulkadir and
                  Cher Bass and
                  Mohamad Habes and
                  Jane Maryam Rondina and
                  Chantal M. W. Tax and
                  Hongzhi Wang and
                  Thomas Wolfers and
                  Saima Rathore and
                  Madhura Ingalhalikar},
  title        = {An Anatomically-Informed 3D {CNN} for Brain Aneurysm Classification
                  with Weak Labels},
  booktitle    = {Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology
                  - Third International Workshop, {MLCN} 2020, and Second International
                  Workshop, {RNO-AI} 2020, Held in Conjunction with {MICCAI} 2020, Lima,
                  Peru, October 4-8, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12449},
  pages        = {56--66},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-66843-3\_6},
  doi          = {10.1007/978-3-030-66843-3\_6},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/NotoMTASCHR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08645,
  author       = {Tommaso Di Noto and
                  Guillaume Marie and
                  S{\'{e}}bastien Tourbier and
                  Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
                  Guillaume Saliou and
                  Meritxell Bach Cuadra and
                  Patric Hagmann and
                  Jonas Richiardi},
  title        = {An anatomically-informed 3D {CNN} for brain aneurysm classification
                  with weak labels},
  journal      = {CoRR},
  volume       = {abs/2012.08645},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.08645},
  eprinttype    = {arXiv},
  eprint       = {2012.08645},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-08645.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RosaFKRGTC18,
  author       = {Francesco La Rosa and
                  M{\'{a}}rio Jo{\~{a}}o Fartaria and
                  Tobias Kober and
                  Jonas Richiardi and
                  Cristina Granziera and
                  Jean{-}Philippe Thiran and
                  Meritxell Bach Cuadra},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation
                  in the Early Stages of Multiple Sclerosis},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {142--151},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_14},
  doi          = {10.1007/978-3-030-11723-8\_14},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/RosaFKRGTC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/KebetsARGMKAV18,
  author       = {Valeria Kebets and
                  Mitsouko van Assche and
                  Jonas Richiardi and
                  Rachel Goldstein and
                  Reto Meuli and
                  Tobias Kober and
                  Fr{\'{e}}d{\'{e}}ric Assal and
                  Dimitri Van De Ville},
  title        = {Multivariate and predictive modelling of neural variability in mild
                  cognitive impairment},
  booktitle    = {2018 International Workshop on Pattern Recognition in Neuroimaging,
                  {PRNI} 2018, Singapore, Singapore, June 12-14, 2018},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/PRNI.2018.8423963},
  doi          = {10.1109/PRNI.2018.8423963},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/prni/KebetsARGMKAV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03185,
  author       = {Francesco La Rosa and
                  M{\'{a}}rio Jo{\~{a}}o Fartaria and
                  Tobias Kober and
                  Jonas Richiardi and
                  Cristina Granziera and
                  Jean{-}Philippe Thiran and
                  Meritxell Bach Cuadra},
  title        = {Shallow vs deep learning architectures for white matter lesion segmentation
                  in the early stages of multiple sclerosis},
  journal      = {CoRR},
  volume       = {abs/1809.03185},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.03185},
  eprinttype    = {arXiv},
  eprint       = {1809.03185},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-03185.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/VilleJSRZ16,
  author       = {Dimitri Van De Ville and
                  Viktor K. Jirsa and
                  Stephen C. Strother and
                  Jonas Richiardi and
                  Andrew Zalesky},
  title        = {Introduction to the Issue on Advanced Signal Processing for Brain
                  Networks},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {10},
  number       = {7},
  pages        = {1131--1133},
  year         = {2016},
  url          = {https://doi.org/10.1109/JSTSP.2016.2602945},
  doi          = {10.1109/JSTSP.2016.2602945},
  timestamp    = {Mon, 26 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/VilleJSRZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/KebetsRAGMVVA15,
  author       = {Valeria Kebets and
                  Jonas Richiardi and
                  Mitsouko van Assche and
                  Rachel Goldstein and
                  M. van der Meulen and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville and
                  Fr{\'{e}}d{\'{e}}ric Assal},
  title        = {Predicting Pure Amnestic Mild Cognitive Impairment Conversion to Alzheimer's
                  Disease Using Joint Modeling of Imaging and Clinical Data},
  booktitle    = {2015 International Workshop on Pattern Recognition in NeuroImaging,
                  Stanford, CA, USA, June 10-12, 2015},
  pages        = {85--88},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/PRNI.2015.23},
  doi          = {10.1109/PRNI.2015.23},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/prni/KebetsRAGMVVA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/CastrillonANR14,
  author       = {J. Gabriel Castrillon and
                  Ahmad Ahmadi and
                  Nassir Navab and
                  Jonas Richiardi},
  editor       = {Michael B. Matthews},
  title        = {Learning with multi-site fMRI graph data},
  booktitle    = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
                  2014, Pacific Grove, CA, USA, November 2-5, 2014},
  pages        = {608--612},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ACSSC.2014.7094518},
  doi          = {10.1109/ACSSC.2014.7094518},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acssc/CastrillonANR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LeonardiRGSASVV13,
  author       = {Nora Leonardi and
                  Jonas Richiardi and
                  Markus Gschwind and
                  Samanta Simioni and
                  Jean{-}Marie Annoni and
                  Myriam Schluep and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville},
  title        = {Principal components of functional connectivity: {A} new approach
                  to study dynamic brain connectivity during rest},
  journal      = {NeuroImage},
  volume       = {83},
  pages        = {937--950},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.neuroimage.2013.07.019},
  doi          = {10.1016/J.NEUROIMAGE.2013.07.019},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/LeonardiRGSASVV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/SchrouffRRMCAPRM13,
  author       = {Jessica Schrouff and
                  Maria J. Rosa and
                  Jane M. Rondina and
                  Andre F. Marquand and
                  Carlton Chu and
                  John Ashburner and
                  Christophe Phillips and
                  Jonas Richiardi and
                  Janaina Mour{\~{a}}o Miranda},
  title        = {PRoNTo: Pattern Recognition for Neuroimaging Toolbox},
  journal      = {Neuroinformatics},
  volume       = {11},
  number       = {3},
  pages        = {319--337},
  year         = {2013},
  url          = {https://doi.org/10.1007/s12021-013-9178-1},
  doi          = {10.1007/S12021-013-9178-1},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ni/SchrouffRRMCAPRM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/RichiardiABV13,
  author       = {Jonas Richiardi and
                  Sophie Achard and
                  Horst Bunke and
                  Dimitri Van De Ville},
  title        = {Machine Learning with Brain Graphs: Predictive Modeling Approaches
                  for Functional Imaging in Systems Neuroscience},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {30},
  number       = {3},
  pages        = {58--70},
  year         = {2013},
  url          = {https://doi.org/10.1109/MSP.2012.2233865},
  doi          = {10.1109/MSP.2012.2233865},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/RichiardiABV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/RichiardiN13,
  author       = {Jonas Richiardi and
                  Bernard Ng},
  title        = {Recent advances in supervised learning for brain graph classification},
  booktitle    = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
                  2013, Austin, TX, USA, December 3-5, 2013},
  pages        = {907--910},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/GlobalSIP.2013.6737039},
  doi          = {10.1109/GLOBALSIP.2013.6737039},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/globalsip/RichiardiN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/FaridiRVV13,
  author       = {Soheil Faridi and
                  Jonas Richiardi and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville},
  title        = {Connectivity searchlight: {A} novel approach for {MRI} information
                  mapping using multivariate connectivity},
  booktitle    = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
                  to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
  pages        = {270--273},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ISBI.2013.6556464},
  doi          = {10.1109/ISBI.2013.6556464},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/FaridiRVV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LeonardiRV13,
  author       = {Nora Leonardi and
                  Jonas Richiardi and
                  Dimitri Van De Ville},
  title        = {Functional connectivity eigennetworks reveal different brain dynamics
                  in multiple sclerosis patients},
  booktitle    = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
                  to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
  pages        = {528--531},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ISBI.2013.6556528},
  doi          = {10.1109/ISBI.2013.6556528},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LeonardiRV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/RichiardiAG13,
  author       = {Jonas Richiardi and
                  Andr{\'{e}} Altmann and
                  Michael D. Greicius},
  title        = {Two Test Statistics for Cross-Modal Graph Community Significance},
  booktitle    = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
                  2013, Philadelphia, PA, USA, June 22-24, 2013},
  pages        = {70--73},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/PRNI.2013.27},
  doi          = {10.1109/PRNI.2013.27},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prni/RichiardiAG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RichiardiGSAGHSVV12,
  author       = {Jonas Richiardi and
                  Markus Gschwind and
                  Samanta Simioni and
                  Jean{-}Marie Annoni and
                  Beatrice Greco and
                  Patric Hagmann and
                  Myriam Schluep and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville},
  title        = {Classifying minimally disabled multiple sclerosis patients from resting
                  state functional connectivity},
  journal      = {NeuroImage},
  volume       = {62},
  number       = {3},
  pages        = {2021--2033},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.neuroimage.2012.05.078},
  doi          = {10.1016/J.NEUROIMAGE.2012.05.078},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/RichiardiGSAGHSVV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RichiardiESVV11,
  author       = {Jonas Richiardi and
                  Hamdi Eryilmaz and
                  Sophie Schwartz and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville},
  title        = {Decoding brain states from fMRI connectivity graphs},
  journal      = {NeuroImage},
  volume       = {56},
  number       = {2},
  pages        = {616--626},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.neuroimage.2010.05.081},
  doi          = {10.1016/J.NEUROIMAGE.2010.05.081},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/RichiardiESVV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/RichiardiABV11,
  author       = {Jonas Richiardi and
                  Sophie Achard and
                  Edward T. Bullmore and
                  Dimitri Van De Ville},
  title        = {Classifying Connectivity Graphs Using Graph and Vertex Attributes},
  booktitle    = {2011 International Workshop on Pattern Recognition in NeuroImaging,
                  {PRNI} 2011, Seoul, South Korea, May 16-18, 2011},
  pages        = {45--48},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/PRNI.2011.18},
  doi          = {10.1109/PRNI.2011.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prni/RichiardiABV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crypt/KryszczukR11,
  author       = {Krzysztof Kryszczuk and
                  Jonas Richiardi},
  editor       = {Henk C. A. van Tilborg and
                  Sushil Jajodia},
  title        = {Biometric Sample Quality},
  booktitle    = {Encyclopedia of Cryptography and Security, 2nd Ed},
  pages        = {104--110},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-1-4419-5906-5\_883},
  doi          = {10.1007/978-1-4419-5906-5\_883},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/crypt/KryszczukR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crypt/RichiardiK11,
  author       = {Jonas Richiardi and
                  Krzysztof Kryszczuk},
  editor       = {Henk C. A. van Tilborg and
                  Sushil Jajodia},
  title        = {Biometric Systems Evaluation},
  booktitle    = {Encyclopedia of Cryptography and Security, 2nd Ed},
  pages        = {117--124},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-1-4419-5906-5\_729},
  doi          = {10.1007/978-1-4419-5906-5\_729},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/crypt/RichiardiK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/BessonRBBMV10,
  author       = {Patricia Besson and
                  Jonas Richiardi and
                  Christophe Bourdin and
                  Lionel Bringoux and
                  Daniel Mestre and
                  Jean{-}Louis Vercher},
  title        = {Bayesian networks and information theory for audio-visual perception
                  modeling},
  journal      = {Biol. Cybern.},
  volume       = {103},
  number       = {3},
  pages        = {213--226},
  year         = {2010},
  url          = {https://doi.org/10.1007/s00422-010-0392-8},
  doi          = {10.1007/S00422-010-0392-8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bc/BessonRBBMV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Ortega-GarciaFAGFGGAGMGALDKBPDNFHHTBRDGSPFAS10,
  author       = {Javier Ortega{-}Garcia and
                  Julian Fi{\'{e}}rrez and
                  Fernando Alonso{-}Fernandez and
                  Javier Galbally and
                  Manuel R. Freire and
                  Joaquin Gonzalez{-}Rodriguez and
                  Carmen Garc{\'{\i}}a{-}Mateo and
                  Jos{\'{e}} Luis Alba{-}Castro and
                  Elisardo Gonz{\'{a}}lez{-}Agulla and
                  Enrique Otero Muras and
                  Sonia Garcia{-}Salicetti and
                  Lor{\`{e}}ne Allano and
                  Van{-}Bao Ly and
                  Bernadette Dorizzi and
                  Josef Kittler and
                  Thirimachos Bourlai and
                  Norman Poh and
                  Farzin Deravi and
                  Ming W. R. Ng and
                  Michael C. Fairhurst and
                  Jean Hennebert and
                  Andreas Humm and
                  Massimo Tistarelli and
                  Linda Brodo and
                  Jonas Richiardi and
                  Andrzej Drygajlo and
                  Harald Ganster and
                  Federico Sukno and
                  Sri{-}Kaushik Pavani and
                  Alejandro F. Frangi and
                  Lale Akarun and
                  Arman Savran},
  title        = {The Multiscenario Multienvironment BioSecure Multimodal Database {(BMDB)}},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {32},
  number       = {6},
  pages        = {1097--1111},
  year         = {2010},
  url          = {https://doi.org/10.1109/TPAMI.2009.76},
  doi          = {10.1109/TPAMI.2009.76},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/Ortega-GarciaFAGFGGAGMGALDKBPDNFHHTBRDGSPFAS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RichiardiVRB10,
  author       = {Jonas Richiardi and
                  Dimitri Van De Ville and
                  Kaspar Riesen and
                  Horst Bunke},
  title        = {Vector Space Embedding of Undirected Graphs with Fixed-cardinality
                  Vertex Sequences for Classification},
  booktitle    = {20th International Conference on Pattern Recognition, {ICPR} 2010,
                  Istanbul, Turkey, 23-26 August 2010},
  pages        = {902--905},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICPR.2010.227},
  doi          = {10.1109/ICPR.2010.227},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/RichiardiVRB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RichiardiESVV10,
  author       = {Jonas Richiardi and
                  Hamdi Eryilmaz and
                  Sophie Schwartz and
                  Patrik Vuilleumier and
                  Dimitri Van De Ville},
  title        = {Brain decoding of {FMRI} connectivity graphs using decision tree ensembles},
  booktitle    = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
                  2010},
  pages        = {1137--1140},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ISBI.2010.5490194},
  doi          = {10.1109/ISBI.2010.5490194},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/RichiardiESVV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/RichiardiKD09,
  author       = {Jonas Richiardi and
                  Krzysztof Kryszczuk and
                  Andrzej Drygajlo},
  editor       = {Massimo Tistarelli and
                  Mark S. Nixon},
  title        = {Static Models of Derivative-Coordinates Phase Spaces for Multivariate
                  Time Series Classification: An Application to Signature Verification},
  booktitle    = {Advances in Biometrics, Third International Conference, {ICB} 2009,
                  Alghero, Italy, June 2-5, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5558},
  pages        = {1200--1208},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01793-3\_121},
  doi          = {10.1007/978-3-642-01793-3\_121},
  timestamp    = {Tue, 14 May 2019 10:00:35 +0200},
  biburl       = {https://dblp.org/rec/conf/icb/RichiardiKD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isrob/ProdanovDRA08,
  author       = {Plamen J. Prodanov and
                  Andrzej Drygajlo and
                  Jonas Richiardi and
                  Anil Alexander},
  title        = {Low-level grounding in a multimodal mobile service robot conversational
                  system using graphical models},
  journal      = {Intell. Serv. Robotics},
  volume       = {1},
  number       = {1},
  pages        = {3--26},
  year         = {2008},
  url          = {https://doi.org/10.1007/s11370-006-0001-9},
  doi          = {10.1007/S11370-006-0001-9},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isrob/ProdanovDRA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioid/RichiardiDT08,
  author       = {Jonas Richiardi and
                  Andrzej Drygajlo and
                  Laetitia Todesco},
  editor       = {Ben A. M. Schouten and
                  Niels Christian Juul and
                  Andrzej Drygajlo and
                  Massimo Tistarelli},
  title        = {Promoting Diversity in Gaussian Mixture Ensembles: An Application
                  to Signature Verification},
  booktitle    = {Biometrics and Identity Management, First European Workshop, {BIOID}
                  2008, Roskilde, Denmark, May 7-9, 2008. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5372},
  pages        = {140--149},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-89991-4\_15},
  doi          = {10.1007/978-3-540-89991-4\_15},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/bioid/RichiardiDT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/odyssey/RichiardiD08,
  author       = {Jonas Richiardi and
                  Andrzej Drygajlo},
  title        = {Evaluation of speech quality measures for the purpose of speaker verification},
  booktitle    = {Odyssey 2008: The Speaker and Language Recognition Workshop, Stellenbosch,
                  South Africa, January 21-24, 2008},
  pages        = {5},
  publisher    = {{ISCA}},
  year         = {2008},
  url          = {http://www.isca-speech.org/archive\_open/odyssey\_2008/od08\_005.html},
  timestamp    = {Wed, 10 Feb 2021 08:42:13 +0100},
  biburl       = {https://dblp.org/rec/conf/odyssey/RichiardiD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/KryszczukRPD07,
  author       = {Krzysztof Kryszczuk and
                  Jonas Richiardi and
                  Plamen J. Prodanov and
                  Andrzej Drygajlo},
  title        = {Reliability-Based Decision Fusion in Multimodal Biometric Verification
                  Systems},
  journal      = {{EURASIP} J. Adv. Signal Process.},
  volume       = {2007},
  year         = {2007},
  url          = {https://doi.org/10.1155/2007/86572},
  doi          = {10.1155/2007/86572},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ejasp/KryszczukRPD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/RichiardiKD07,
  author       = {Jonas Richiardi and
                  Krzysztof Kryszczuk and
                  Andrzej Drygajlo},
  title        = {Quality measures in unimodal and multimodal biometric verification},
  booktitle    = {15th European Signal Processing Conference, {EUSIPCO} 2007, Poznan,
                  Poland, September 3-7, 2007},
  pages        = {179--183},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://ieeexplore.ieee.org/document/7098788/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/RichiardiKD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/RichiardiD07,
  author       = {Jonas Richiardi and
                  Andrzej Drygajlo},
  editor       = {Michal Haindl and
                  Josef Kittler and
                  Fabio Roli},
  title        = {Reliability-Based Voting Schemes Using Modality-Independent Features
                  in Multi-classifier Biometric Authentication},
  booktitle    = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
                  Prague, Czech Republic, May 23-25, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4472},
  pages        = {377--386},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72523-7\_38},
  doi          = {10.1007/978-3-540-72523-7\_38},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/mcs/RichiardiD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/KryszczukRD07,
  author       = {Krzysztof Kryszczuk and
                  Jonas Richiardi and
                  Andrzej Drygajlo},
  editor       = {Ana L. N. Fred and
                  Anil K. Jain},
  title        = {Reliability Estimation for Multimodal Error Prediction and Fusion},
  booktitle    = {Pattern Recognition in Information Systems, Proceedings of the 7th
                  International Workshop on Pattern Recognition in Information Systems,
                  {PRIS} 2007, In conjunction with {ICEIS} 2007, Funchal, Madeira, Portugal,
                  June 2007},
  pages        = {15--26},
  publisher    = {{INSTICC} {PRESS}},
  year         = {2007},
  timestamp    = {Fri, 27 Oct 2017 15:34:06 +0200},
  biburl       = {https://dblp.org/rec/conf/pris/KryszczukRD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/RichiardiDP06,
  author       = {Jonas Richiardi and
                  Andrzej Drygajlo and
                  Plamen J. Prodanov},
  title        = {Confidence and reliability measures in speaker verification},
  journal      = {J. Frankl. Inst.},
  volume       = {343},
  number       = {6},
  pages        = {574--595},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.jfranklin.2006.07.002},
  doi          = {10.1016/J.JFRANKLIN.2006.07.002},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jfi/RichiardiDP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/das/LiwickiSBBMR06,
  author       = {Marcus Liwicki and
                  Andreas Schlapbach and
                  Horst Bunke and
                  Samy Bengio and
                  Johnny Mari{\'{e}}thoz and
                  Jonas Richiardi},
  editor       = {Horst Bunke and
                  A. Lawrence Spitz},
  title        = {Writer Identification for Smart Meeting Room Systems},
  booktitle    = {Document Analysis Systems VII, 7th International Workshop, {DAS} 2006,
                  Nelson, New Zealand, February 13-15, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3872},
  pages        = {186--195},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11669487\_17},
  doi          = {10.1007/11669487\_17},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/das/LiwickiSBBMR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RichiardiPD06,
  author       = {Jonas Richiardi and
                  Plamen J. Prodanov and
                  Andrzej Drygajlo},
  title        = {Speaker Verification with Confidence and Reliability Measures},
  booktitle    = {2006 {IEEE} International Conference on Acoustics Speech and Signal
                  Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
  pages        = {641--644},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICASSP.2006.1660102},
  doi          = {10.1109/ICASSP.2006.1660102},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/RichiardiPD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KryszczukRPD05,
  author       = {Krzysztof Kryszczuk and
                  Jonas Richiardi and
                  Plamen J. Prodanov and
                  Andrzej Drygajlo},
  title        = {Error handling in multimodal biometric systems using reliability measures},
  booktitle    = {13th European Signal Processing Conference, {EUSIPCO} 2005, Antalya,
                  Turkey, September 4-8, 2005},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://ieeexplore.ieee.org/document/7078366/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/KryszczukRPD05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RichiardiPD05,
  author       = {Jonas Richiardi and
                  Plamen J. Prodanov and
                  Andrzej Drygajlo},
  title        = {A probabilistic measure of modality reliability in speaker verification},
  booktitle    = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
                  2005},
  pages        = {709--712},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICASSP.2005.1415212},
  doi          = {10.1109/ICASSP.2005.1415212},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/RichiardiPD05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/RichiardiKD05,
  author       = {Jonas Richiardi and
                  Hamed Ketabdar and
                  Andrzej Drygajlo},
  title        = {Local and Global Feature Selection for On-line Signature Verification},
  booktitle    = {Eighth International Conference on Document Analysis and Recognition
                  {(ICDAR} 2005), 29 August - 1 September 2005, Seoul, Korea},
  pages        = {625--629},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICDAR.2005.152},
  doi          = {10.1109/ICDAR.2005.152},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/RichiardiKD05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/RichiardiD03,
  author       = {Jonas Richiardi and
                  Andrzej Drygajlo},
  editor       = {George Bebis and
                  Nikolaos G. Bourbakis},
  title        = {Gaussian Mixture Models for on-line signature verification},
  booktitle    = {Proceedings of the 2003 {ACM} {SIGMM} Workshop on Biometrics Methods
                  and Applications, {WBMA} '03, Berkley, California, {USA}},
  pages        = {115--122},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/982507.982528},
  doi          = {10.1145/982507.982528},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/RichiardiD03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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