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ORCIDBibTeX records: Germain Forestier
@article{DBLP:journals/kais/DebellaDWWF24,
author = {Tsegamlak Terefe Debella and
Maxime Devanne and
Jonathan Weber and
Dereje Hailemariam Woldegebreal and
Germain Forestier},
title = {Correction: Estimating time series averages from latent space of multi-tasking
neural networks},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {2},
pages = {1521},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-01981-9},
doi = {10.1007/S10115-023-01981-9},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/DebellaDWWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TerefeDWHF23,
author = {Tsegamlak Terefe and
Maxime Devanne and
Jonathan Weber and
Dereje Hailemariam and
Germain Forestier},
title = {Estimating time series averages from latent space of multi-tasking
neural networks},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {11},
pages = {4967--5004},
year = {2023},
url = {https://doi.org/10.1007/s10115-023-01927-1},
doi = {10.1007/S10115-023-01927-1},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TerefeDWHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/WengerPWIF23,
author = {Romain Wenger and
Anne Puissant and
Jonathan Weber and
Lhassane Idoumghar and
Germain Forestier},
title = {Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation
on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE
Dataset},
journal = {Remote. Sens.},
volume = {15},
number = {1},
pages = {151},
year = {2023},
url = {https://doi.org/10.3390/rs15010151},
doi = {10.3390/RS15010151},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/WengerPWIF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/IsmailFawazFPDWBWF23,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW
Barycenter Averaging},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {127--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_9},
doi = {10.1007/978-3-031-49896-1\_9},
timestamp = {Sun, 07 Jan 2024 13:57:56 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/IsmailFawazFPDWBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/HeckenauerWWTDGHMF23,
author = {Robin Heckenauer and
Jonathan Weber and
C{\'{e}}dric Wemmert and
Caroline Truntzer and
Valentin Derang{\`{e}}re and
Fran{\c{c}}ois Ghiringhelli and
Michel Hassenforder and
Pierre{-}Alain Muller and
Germain Forestier},
editor = {Jo{\~{a}}o Rafael Almeida and
Myra Spiliopoulou and
Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
Giuseppe Placidi and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Rosa Sicilia and
Bridget Kane},
title = {Comparison of deep learning architectures for colon cancer mutation
detection},
booktitle = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
pages = {360--365},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBMS58004.2023.00244},
doi = {10.1109/CBMS58004.2023.00244},
timestamp = {Mon, 24 Jul 2023 15:56:16 +0200},
biburl = {https://dblp.org/rec/conf/cbms/HeckenauerWWTDGHMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IsmailFawazDBWF23,
author = {Ali Ismail{-}Fawaz and
Maxime Devanne and
Stefano Berretti and
Jonathan Weber and
Germain Forestier},
title = {{LITE:} Light Inception with boosTing tEchniques for Time Series Classification},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302569},
doi = {10.1109/DSAA60987.2023.10302569},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/IsmailFawazDBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/Ismail-FawazDWF23,
author = {Ali Ismail{-}Fawaz and
Maxime Devanne and
Jonathan Weber and
Germain Forestier},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {Enhancing Time Series Classification with Self-Supervised Learning},
booktitle = {Proceedings of the 15th International Conference on Agents and Artificial
Intelligence, {ICAART} 2023, Volume 3, Lisbon, Portugal, February
22-24, 2023},
pages = {40--47},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0011611300003393},
doi = {10.5220/0011611300003393},
timestamp = {Tue, 09 May 2023 16:57:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/Ismail-FawazDWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jurse/WengerPWIF23,
author = {Romain Wenger and
Anne Puissant and
Jonathan Weber and
Lhassane Idoumghar and
Germain Forestier},
title = {Exploring inference of a land use and land cover model trained on
MultiSenGE dataset},
booktitle = {Joint Urban Remote Sensing Event, {JURSE} 2023, Heraklion, Greece,
May 17-19, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/JURSE57346.2023.10144156},
doi = {10.1109/JURSE57346.2023.10144156},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jurse/WengerPWIF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02515,
author = {Seyed Navid Mohammadi Foumani and
Lynn Miller and
Chang Wei Tan and
Geoffrey I. Webb and
Germain Forestier and
Mahsa Salehi},
title = {Deep Learning for Time Series Classification and Extrinsic Regression:
{A} Current Survey},
journal = {CoRR},
volume = {abs/2302.02515},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02515},
doi = {10.48550/ARXIV.2302.02515},
eprinttype = {arXiv},
eprint = {2302.02515},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11921,
author = {Ali Ismail{-}Fawaz and
Angus Dempster and
Chang Wei Tan and
Matthieu Herrmann and
Lynn Miller and
Daniel F. Schmidt and
Stefano Berretti and
Jonathan Weber and
Maxime Devanne and
Germain Forestier and
Geoffrey I. Webb},
title = {An Approach to Multiple Comparison Benchmark Evaluations that is Stable
Under Manipulation of the Comparate Set},
journal = {CoRR},
volume = {abs/2305.11921},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11921},
doi = {10.48550/ARXIV.2305.11921},
eprinttype = {arXiv},
eprint = {2305.11921},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16353,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
title = {ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW
Barycenter Averaging},
journal = {CoRR},
volume = {abs/2309.16353},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16353},
doi = {10.48550/ARXIV.2309.16353},
eprinttype = {arXiv},
eprint = {2309.16353},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14534,
author = {Ali Ismail{-}Fawaz and
Maxime Devanne and
Stefano Berretti and
Jonathan Weber and
Germain Forestier},
title = {Finding Foundation Models for Time Series Classification with a PreText
Task},
journal = {CoRR},
volume = {abs/2311.14534},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14534},
doi = {10.48550/ARXIV.2311.14534},
eprinttype = {arXiv},
eprint = {2311.14534},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HamidaDWTDGFW22,
author = {Amina Ben Hamida and
Maxime Devanne and
Jonathan Weber and
Caroline Truntzer and
Valentin Derang{\`{e}}re and
Fran{\c{c}}ois Ghiringhelli and
Germain Forestier and
C{\'{e}}dric Wemmert},
title = {Weakly Supervised Learning using Attention gates for colon cancer
histopathological image segmentation},
journal = {Artif. Intell. Medicine},
volume = {133},
pages = {102407},
year = {2022},
url = {https://doi.org/10.1016/j.artmed.2022.102407},
doi = {10.1016/J.ARTMED.2022.102407},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HamidaDWTDGFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LafabregueWGF22,
author = {Baptiste Lafabregue and
Jonathan Weber and
Pierre Gan{\c{c}}arski and
Germain Forestier},
title = {End-to-end deep representation learning for time series clustering:
a comparative study},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {1},
pages = {29--81},
year = {2022},
url = {https://doi.org/10.1007/s10618-021-00796-y},
doi = {10.1007/S10618-021-00796-Y},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LafabregueWGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/Maier-HeinESMCM22,
author = {Lena Maier{-}Hein and
Matthias Eisenmann and
Duygu Sarikaya and
Keno M{\"{a}}rz and
Toby Collins and
Anand Malpani and
Johannes Fallert and
Hubertus Feussner and
Stamatia Giannarou and
Pietro Mascagni and
Hirenkumar Nakawala and
Adrian Park and
Carla M. Pugh and
Danail Stoyanov and
S. Swaroop Vedula and
Kevin Cleary and
Gabor Fichtinger and
Germain Forestier and
Bernard Gibaud and
Teodor P. Grantcharov and
Makoto Hashizume and
Doreen Heckmann{-}N{\"{o}}tzel and
Hannes G{\"{o}}tz Kenngott and
Ron Kikinis and
Lars M{\"{u}}ndermann and
Nassir Navab and
Sinan Onogur and
Tobias Ro{\ss} and
Raphael Sznitman and
Russell H. Taylor and
Minu Dietlinde Tizabi and
Martin Wagner and
Gregory D. Hager and
Thomas Neumuth and
Nicolas Padoy and
Justin Collins and
Ines Gockel and
Jan Goedeke and
Daniel A. Hashimoto and
Luc Joyeux and
Kyle Lam and
Daniel Richard Leff and
Amin Madani and
Hani J. Marcus and
Ozanan R. Meireles and
Alexander Seitel and
Dogu Teber and
Frank {\"{U}}ckert and
Beat P. M{\"{u}}ller{-}Stich and
Pierre Jannin and
Stefanie Speidel},
title = {Surgical data science - from concepts toward clinical translation},
journal = {Medical Image Anal.},
volume = {76},
pages = {102306},
year = {2022},
url = {https://doi.org/10.1016/j.media.2021.102306},
doi = {10.1016/J.MEDIA.2021.102306},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/Maier-HeinESMCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/PiallaDWIF22,
author = {Gautier Pialla and
Maxime Devanne and
Jonathan Weber and
Lhassane Idoumghar and
Germain Forestier},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Data Augmentation for Time Series Classification with Deep Learning
Models},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {117--132},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_8},
doi = {10.1007/978-3-031-24378-3\_8},
timestamp = {Thu, 23 Mar 2023 08:30:33 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/PiallaDWIF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/IsmailFawazDWF22,
author = {Ali Ismail{-}Fawaz and
Maxime Devanne and
Jonathan Weber and
Germain Forestier},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Deep Learning For Time Series Classification Using New Hand-Crafted
Convolution Filters},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {972--981},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020496},
doi = {10.1109/BIGDATA55660.2022.10020496},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/IsmailFawazDWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LafabregueGWF22,
author = {Baptiste Lafabregue and
Pierre Gan{\c{c}}arski and
Jonathan Weber and
Germain Forestier},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Incremental constrained clustering with application to remote sensing
images time series},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {814--823},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00110},
doi = {10.1109/ICDMW58026.2022.00110},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LafabregueGWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LafabreguePWF22,
author = {Baptiste Lafabregue and
Anne Puissant and
Jonathan Weber and
Germain Forestier},
title = {Deep Clustering Methods Study Applied to Satellite Images Time Series},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {195--198},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9884322},
doi = {10.1109/IGARSS46834.2022.9884322},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/LafabreguePWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AyDWF22,
author = {Emel Ay and
Maxime Devanne and
Jonathan Weber and
Germain Forestier},
title = {A study of Knowledge Distillation in Fully Convolutional Network for
Time Series Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892915},
doi = {10.1109/IJCNN55064.2022.9892915},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AyDWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/ChamekhMF22,
author = {Ameni Chamekh and
Mariem Mahfoudh and
Germain Forestier},
editor = {G{\'{e}}rard Memmi and
Baijian Yang and
Linghe Kong and
Tianwei Zhang and
Meikang Qiu},
title = {Sentiment Analysis Based on Deep Learning in E-Commerce},
booktitle = {Knowledge Science, Engineering and Management - 15th International
Conference, {KSEM} 2022, Singapore, August 6-8, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13369},
pages = {498--507},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-10986-7\_40},
doi = {10.1007/978-3-031-10986-7\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/ChamekhMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/MejbriMF22,
author = {Hadhami Mejbri and
Mariem Mahfoudh and
Germain Forestier},
editor = {G{\'{e}}rard Memmi and
Baijian Yang and
Linghe Kong and
Tianwei Zhang and
Meikang Qiu},
title = {Deep Learning-Based Sentiment Analysis for Predicting Financial Movements},
booktitle = {Knowledge Science, Engineering and Management - 15th International
Conference, {KSEM} 2022, Singapore, August 6-8, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13369},
pages = {586--596},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-10986-7\_47},
doi = {10.1007/978-3-031-10986-7\_47},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/MejbriMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PiallaFDWIMBSWF22,
author = {Gautier Pialla and
Hassan Ismail Fawaz and
Maxime Devanne and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Christoph Bergmeir and
Daniel F. Schmidt and
Geoffrey I. Webb and
Germain Forestier},
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Smooth Perturbations for Time Series Adversarial Attacks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13280},
pages = {485--496},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05933-9\_38},
doi = {10.1007/978-3-031-05933-9\_38},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PiallaFDWIMBSWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/RmouqueDWFW22,
author = {Ilias Rmouque and
Maxime Devanne and
Jonathan Weber and
Germain Forestier and
C{\'{e}}dric Wemmert},
editor = {Giovanni Maria Farinella and
Petia Radeva and
Kadi Bouatouch},
title = {Ensemble Clustering for Histopathological Images Segmentation using
Convolutional Autoencoders},
booktitle = {Proceedings of the 17th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022},
pages = {933--940},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010835300003124},
doi = {10.5220/0010835300003124},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/RmouqueDWFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/HamidaDWTDGFW21,
author = {Amina Ben Hamida and
Maxime Devanne and
Jonathan Weber and
Caroline Truntzer and
Valentin Derang{\`{e}}re and
Fran{\c{c}}ois Ghiringhelli and
Germain Forestier and
C{\'{e}}dric Wemmert},
title = {Deep learning for colon cancer histopathological images analysis},
journal = {Comput. Biol. Medicine},
volume = {136},
pages = {104730},
year = {2021},
url = {https://doi.org/10.1016/j.compbiomed.2021.104730},
doi = {10.1016/J.COMPBIOMED.2021.104730},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/HamidaDWTDGFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MerveilleLSFFW21,
author = {Odyss{\'{e}}e Merveille and
Thomas Andrew Lampert and
Jessica Schmitz and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
title = {An automatic framework for fusing information from differently stained
consecutive digital whole slide images: {A} case study in renal histology},
journal = {Comput. Methods Programs Biomed.},
volume = {208},
pages = {106157},
year = {2021},
url = {https://doi.org/10.1016/j.cmpb.2021.106157},
doi = {10.1016/J.CMPB.2021.106157},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MerveilleLSFFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LafabregueWGF21,
author = {Baptiste Lafabregue and
Jonathan Weber and
Pierre Gan{\c{c}}arski and
Germain Forestier},
title = {Grad Centroid Activation Mapping for Convolutional Neural Networks},
booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
pages = {184--191},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICTAI52525.2021.00033},
doi = {10.1109/ICTAI52525.2021.00033},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LafabregueWGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imspa/Bendali-BrahamW21,
author = {Mounir Bendali{-}Braham and
Jonathan Weber and
Germain Forestier and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {Tomislav Petkovic and
Davor Petrinovic and
Sven Loncaric},
title = {Ensemble classification of video-recorded crowd movements},
booktitle = {12th International Symposium on Image and Signal Processing and Analysis,
{ISPA} 2021, Zagreb, Croatia, September 13-15, 2021},
pages = {152--158},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISPA52656.2021.9552129},
doi = {10.1109/ISPA52656.2021.9552129},
timestamp = {Mon, 06 Nov 2023 15:50:05 +0100},
biburl = {https://dblp.org/rec/conf/imspa/Bendali-BrahamW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/LuuFWBDM20,
author = {Vinh{-}Trung Luu and
Germain Forestier and
Jonathan Weber and
Paul Bourgeois and
Fahima Djelil and
Pierre{-}Alain Muller},
title = {A review of alignment based similarity measures for web usage mining},
journal = {Artif. Intell. Rev.},
volume = {53},
number = {3},
pages = {1529--1551},
year = {2020},
url = {https://doi.org/10.1007/s10462-019-09712-9},
doi = {10.1007/S10462-019-09712-9},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/LuuFWBDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FawazLFPSWWIMP20,
author = {Hassan Ismail Fawaz and
Benjamin Lucas and
Germain Forestier and
Charlotte Pelletier and
Daniel F. Schmidt and
Jonathan Weber and
Geoffrey I. Webb and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Fran{\c{c}}ois Petitjean},
title = {InceptionTime: Finding AlexNet for time series classification},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {6},
pages = {1936--1962},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00710-y},
doi = {10.1007/S10618-020-00710-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FawazLFPSWWIMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/SchaadtSFBBNMF20,
author = {Nadine S. Schaadt and
Ralf Sch{\"{o}}nmeyer and
Germain Forestier and
Nicolas Brieu and
Peter Braubach and
Katharina Nekolla and
Michael Meyer{-}Hermann and
Friedrich Feuerhake},
title = {Graph-based description of tertiary lymphoid organs at single-cell
level},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {2},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1007385},
doi = {10.1371/JOURNAL.PCBI.1007385},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/SchaadtSFBBNMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/HeckenauerWWFHM20,
author = {Robin Heckenauer and
Jonathan Weber and
C{\'{e}}dric Wemmert and
Friedrich Feuerhake and
Michel Hassenforder and
Pierre{-}Alain Muller and
Germain Forestier},
editor = {Alba Garc{\'{\i}}a Seco de Herrera and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
KC Santosh and
Zelalem Temesgen and
Bridget Kane and
Paolo Soda},
title = {Real-Time Detection of Glomeruli in Renal Pathology},
booktitle = {33rd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2020, Rochester, MN, USA, July 28-30, 2020},
pages = {350--355},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBMS49503.2020.00072},
doi = {10.1109/CBMS49503.2020.00072},
timestamp = {Mon, 16 Jan 2023 08:52:16 +0100},
biburl = {https://dblp.org/rec/conf/cbms/HeckenauerWWFHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/RakhshaniLBWLFH20,
author = {Hojjat Rakhshani and
Bastien Latard and
Mathieu Br{\'{e}}villiers and
Jonathan Weber and
Julien Lepagnot and
Germain Forestier and
Michel Hassenforder and
Lhassane Idoumghar},
title = {Automated Machine Learning for Information Retrieval in Scientific
Articles},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185893},
doi = {10.1109/CEC48606.2020.9185893},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/RakhshaniLBWLFH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/BernardWFHL20,
author = {Nolwenn Bernard and
Jonathan Weber and
Germain Forestier and
Michel Hassenforder and
Bastien Latard},
editor = {Mark M. Hall and
Tanja Mercun and
Thomas Risse and
Fabien Duchateau},
title = {Knowledge-Based Categorization of Scientific Articles for Similarity
Predictions},
booktitle = {Digital Libraries for Open Knowledge - 24th International Conference
on Theory and Practice of Digital Libraries, {TPDL} 2020, Lyon, France,
August 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12246},
pages = {147--160},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-54956-5\_11},
doi = {10.1007/978-3-030-54956-5\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ercimdl/BernardWFHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/TerefeDWHF20,
author = {Tsegamlak Terefe and
Maxime Devanne and
Jonathan Weber and
Dereje Hailemariam and
Germain Forestier},
title = {Time Series Averaging Using Multi-Tasking Autoencoder},
booktitle = {32nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2020, Baltimore, MD, USA, November 9-11, 2020},
pages = {1065--1072},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICTAI50040.2020.00163},
doi = {10.1109/ICTAI50040.2020.00163},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/TerefeDWHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RakhshaniFIFLWB20,
author = {Hojjat Rakhshani and
Hassan Ismail Fawaz and
Lhassane Idoumghar and
Germain Forestier and
Julien Lepagnot and
Jonathan Weber and
Mathieu Br{\'{e}}villiers and
Pierre{-}Alain Muller},
title = {Neural Architecture Search for Time Series Classification},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206721},
doi = {10.1109/IJCNN48605.2020.9206721},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RakhshaniFIFLWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13050,
author = {Odyss{\'{e}}e Merveille and
Thomas Andrew Lampert and
Jessica Schmitz and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
title = {An automatic framework to study the tissue micro-environment of renal
glomeruli in differently stained consecutive digital whole slide images},
journal = {CoRR},
volume = {abs/2008.13050},
year = {2020},
url = {https://arxiv.org/abs/2008.13050},
eprinttype = {arXiv},
eprint = {2008.13050},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02284,
author = {Lena Maier{-}Hein and
Matthias Eisenmann and
Duygu Sarikaya and
Keno M{\"{a}}rz and
Toby Collins and
Anand Malpani and
Johannes Fallert and
Hubertus Feussner and
Stamatia Giannarou and
Pietro Mascagni and
Hirenkumar Nakawala and
Adrian Park and
Carla M. Pugh and
Danail Stoyanov and
S. Swaroop Vedula and
Beat Peter M{\"{u}}ller{-}Stich and
Kevin Cleary and
Gabor Fichtinger and
Germain Forestier and
Bernard Gibaud and
Teodor P. Grantcharov and
Makoto Hashizume and
Hannes Kenngott and
Ron Kikinis and
Lars M{\"{u}}ndermann and
Nassir Navab and
Sinan Onogur and
Raphael Sznitman and
Russell H. Taylor and
Minu Dietlinde Tizabi and
Martin Wagner and
Gregory D. Hager and
Thomas Neumuth and
Nicolas Padoy and
Pierre Jannin and
Stefanie Speidel},
title = {Surgical Data Science - from Concepts to Clinical Translation},
journal = {CoRR},
volume = {abs/2011.02284},
year = {2020},
url = {https://arxiv.org/abs/2011.02284},
eprinttype = {arXiv},
eprint = {2011.02284},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/FawazFWIM19,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Accurate and interpretable evaluation of surgical skills from kinematic
data using fully convolutional neural networks},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {9},
pages = {1611--1617},
year = {2019},
url = {https://doi.org/10.1007/s11548-019-02039-4},
doi = {10.1007/S11548-019-02039-4},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/FawazFWIM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FawazFWIM19,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Deep learning for time series classification: a review},
journal = {Data Min. Knowl. Discov.},
volume = {33},
number = {4},
pages = {917--963},
year = {2019},
url = {https://doi.org/10.1007/s10618-019-00619-1},
doi = {10.1007/S10618-019-00619-1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FawazFWIM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/GroteSFWF19,
author = {Anne Grote and
Nadine S. Schaadt and
Germain Forestier and
C{\'{e}}dric Wemmert and
Friedrich Feuerhake},
title = {Crowdsourcing of Histological Image Labeling and Object Delineation
by Medical Students},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {5},
pages = {1284--1294},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2883237},
doi = {10.1109/TMI.2018.2883237},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/GroteSFWF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/FawazFWPIM19,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Fran{\c{c}}ois Petitjean and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {David Ria{\~{n}}o and
Szymon Wilk and
Annette ten Teije},
title = {Automatic Alignment of Surgical Videos Using Kinematic Data},
booktitle = {Artificial Intelligence in Medicine - 17th Conference on Artificial
Intelligence in Medicine, {AIME} 2019, Poznan, Poland, June 26-29,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11526},
pages = {104--113},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21642-9\_14},
doi = {10.1007/978-3-030-21642-9\_14},
timestamp = {Sat, 19 Oct 2019 20:27:40 +0200},
biburl = {https://dblp.org/rec/conf/aime/FawazFWPIM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FawazFWIM19,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {Marie{-}Christine Rousset and
Lydia Boudjeloud{-}Assala},
title = {Augmentation de donn{\'{e}}es pour la classification de s{\'{e}}ries
temporelles par r{\'{e}}seaux de neurones profonds r{\'{e}}siduels},
booktitle = {Extraction et Gestion des connaissances, {EGC} 2019, Metz, France,
January 21-25, 2019},
series = {{RNTI}},
volume = {{E-35}},
pages = {375--376},
publisher = {{\'{E}}ditions {RNTI}},
year = {2019},
url = {http://editions-rnti.fr/?inprocid=1002514},
timestamp = {Tue, 26 Nov 2019 17:09:48 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/FawazFWIM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FawazFWIM19,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Deep Neural Network Ensembles for Time Series Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852316},
doi = {10.1109/IJCNN.2019.8852316},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FawazFWIM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FawazFWIM19a,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Adversarial Attacks on Deep Neural Networks for Time Series Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851936},
doi = {10.1109/IJCNN.2019.8851936},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FawazFWIM19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imspa/Bendali-BrahamW19,
author = {Mounir Bendali{-}Braham and
Jonathan Weber and
Germain Forestier and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {Sven Loncaric and
Robert Bregovic and
Marco Carli and
Marko Subasic},
title = {Transfer learning for the classification of video-recorded crowd movements},
booktitle = {11th International Symposium on Image and Signal Processing and Analysis,
{ISPA} 2019, Dubrovnik, Croatia, September 23-25, 2019},
pages = {271--276},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISPA.2019.8868704},
doi = {10.1109/ISPA.2019.8868704},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imspa/Bendali-BrahamW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LampertMSFFW19,
author = {Thomas Andrew Lampert and
Odyss{\'{e}}e Merveille and
Jessica Schmitz and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
title = {Strategies for Training Stain Invariant {CNNS}},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {905--909},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759266},
doi = {10.1109/ISBI.2019.8759266},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LampertMSFFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LafabregueWGF19,
author = {Baptiste Lafabregue and
Jonathan Weber and
Pierre Gan{\c{c}}arski and
Germain Forestier},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Deep Constrained Clustering applied to Satellite Image Time Series},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2019),
W{\"{u}}rzburg, Germany, September 20, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2466},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2466/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LafabregueWGF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06602,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Deep Neural Network Ensembles for Time Series Classification},
journal = {CoRR},
volume = {abs/1903.06602},
year = {2019},
url = {http://arxiv.org/abs/1903.06602},
eprinttype = {arXiv},
eprint = {1903.06602},
timestamp = {Tue, 18 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07054,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Adversarial Attacks on Deep Neural Networks for Time Series Classification},
journal = {CoRR},
volume = {abs/1903.07054},
year = {2019},
url = {http://arxiv.org/abs/1903.07054},
eprinttype = {arXiv},
eprint = {1903.07054},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07302,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Fran{\c{c}}ois Petitjean and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Automatic alignment of surgical videos using kinematic data},
journal = {CoRR},
volume = {abs/1904.07302},
year = {2019},
url = {http://arxiv.org/abs/1904.07302},
eprinttype = {arXiv},
eprint = {1904.07302},
timestamp = {Tue, 18 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07319,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Accurate and interpretable evaluation of surgical skills from kinematic
data using fully convolutional neural networks},
journal = {CoRR},
volume = {abs/1908.07319},
year = {2019},
url = {http://arxiv.org/abs/1908.07319},
eprinttype = {arXiv},
eprint = {1908.07319},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04939,
author = {Hassan Ismail Fawaz and
Benjamin Lucas and
Germain Forestier and
Charlotte Pelletier and
Daniel F. Schmidt and
Jonathan Weber and
Geoffrey I. Webb and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Fran{\c{c}}ois Petitjean},
title = {InceptionTime: Finding AlexNet for Time Series Classification},
journal = {CoRR},
volume = {abs/1909.04939},
year = {2019},
url = {http://arxiv.org/abs/1909.04939},
eprinttype = {arXiv},
eprint = {1909.04939},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ForestierPSDHFW18,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Pavel Senin and
Fabien Despinoy and
Arnaud Huaulm{\'{e}} and
Hassan Ismail Fawaz and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Pierre Jannin},
title = {Surgical motion analysis using discriminative interpretable patterns},
journal = {Artif. Intell. Medicine},
volume = {91},
pages = {3--11},
year = {2018},
url = {https://doi.org/10.1016/j.artmed.2018.08.002},
doi = {10.1016/J.ARTMED.2018.08.002},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ForestierPSDHFW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/DespinoyZFSJP18,
author = {Fabien Despinoy and
Nabil Zemiti and
Germain Forestier and
L. Alonso Sanchez and
Pierre Jannin and
Philippe Poignet},
title = {Evaluation of contactless human-machine interface for robotic surgical
training},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {1},
pages = {13--24},
year = {2018},
url = {https://doi.org/10.1007/s11548-017-1666-6},
doi = {10.1007/S11548-017-1666-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/DespinoyZFSJP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/ForestierRPHJ18,
author = {Germain Forestier and
Laurent Riffaud and
Fran{\c{c}}ois Petitjean and
Pierre{-}Louis H{\'{e}}naux and
Pierre Jannin},
title = {Surgical skills: Can learning curves be computed from recordings of
surgical activities?},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {5},
pages = {629--636},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1713-y},
doi = {10.1007/S11548-018-1713-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/ForestierRPHJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/GibaudFFFGHJKKM18,
author = {Bernard Gibaud and
Germain Forestier and
Carolin Feldmann and
Giancarlo Ferrigno and
Paulo J. S. Gon{\c{c}}alves and
Tam{\'{a}}s Haidegger and
Chantal Julliard and
Darko Katic and
Hannes Kenngott and
Lena Maier{-}Hein and
Keno M{\"{a}}rz and
Elena De Momi and
D{\'{e}}nes {\'{A}}kos Nagy and
Hirenkumar Nakawala and
Juliane Neumann and
Thomas Neumuth and
Javier Rojas Balderrama and
Stefanie Speidel and
Martin Wagner and
Pierre Jannin},
title = {Toward a standard ontology of surgical process models},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {9},
pages = {1397--1408},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1824-5},
doi = {10.1007/S11548-018-1824-5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/GibaudFFFGHJKKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/HuaulmeHFMJ18,
author = {Arnaud Huaulm{\'{e}} and
Kanako Harada and
Germain Forestier and
Mamoru Mitsuishi and
Pierre Jannin},
title = {Sequential surgical signatures in micro-suturing task},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {9},
pages = {1419--1428},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1775-x},
doi = {10.1007/S11548-018-1775-X},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/HuaulmeHFMJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DauSPFBMK18,
author = {Hoang Anh Dau and
Diego Furtado Silva and
Fran{\c{c}}ois Petitjean and
Germain Forestier and
Anthony J. Bagnall and
Abdullah Mueen and
Eamonn J. Keogh},
title = {Optimizing dynamic time warping's window width for time series data
mining applications},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {4},
pages = {1074--1120},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0565-y},
doi = {10.1007/S10618-018-0565-Y},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DauSPFBMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LampertDLSFCVG18,
author = {Thomas Andrew Lampert and
Thi{-}Bich{-}Hanh Dao and
Baptiste Lafabregue and
Nicolas Serrette and
Germain Forestier and
Bruno Cr{\'{e}}milleux and
Christel Vrain and
Pierre Gan{\c{c}}arski},
title = {Constrained distance based clustering for time-series: a comparative
and experimental study},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {6},
pages = {1663--1707},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0573-y},
doi = {10.1007/S10618-018-0573-Y},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LampertDLSFCVG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FawazFWIM18,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Transfer learning for time series classification},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1367--1376},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8621990},
doi = {10.1109/BIGDATA.2018.8621990},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/FawazFWIM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LatardWFH18,
author = {Bastien Latard and
Jonathan Weber and
Germain Forestier and
Michel Hassenforder},
editor = {Mustapha Lebbah and
Christine Largeron and
Hanane Azzag},
title = {Cat{\'{e}}gorisation d'articles scientifiques bas{\'{e}}e
sur les relations s{\'{e}}mantiques des mots-cl{\'{e}}s},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France,
January 23-26, 2018},
series = {{RNTI}},
volume = {{E-34}},
pages = {371--372},
publisher = {{\'{E}}ditions {RNTI}},
year = {2018},
url = {http://editions-rnti.fr/?inprocid=1002406},
timestamp = {Tue, 26 Nov 2019 17:09:42 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/LatardWFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchaadtGFWF18,
author = {Nadine S. Schaadt and
Anne Grote and
Germain Forestier and
C{\'{e}}dric Wemmert and
Friedrich Feuerhake},
editor = {Danail Stoyanov and
Zeike Taylor and
Francesco Ciompi and
Yanwu Xu and
Anne L. Martel and
Lena Maier{-}Hein and
Nasir M. Rajpoot and
Jeroen van der Laak and
Mitko Veta and
Stephen J. McKenna and
David R. J. Snead and
Emanuele Trucco and
Mona Kathryn Garvin and
Xin Jan Chen and
Hrvoje Bogunovic},
title = {Role of Task Complexity and Training in Crowdsourced Image Annotation},
booktitle = {Computational Pathology and Ophthalmic Medical Image Analysis - First
International Workshop, {COMPAY} 2018, and 5th International Workshop,
{OMIA} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16-20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11039},
pages = {44--51},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00949-6\_6},
doi = {10.1007/978-3-030-00949-6\_6},
timestamp = {Mon, 12 Apr 2021 07:49:05 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SchaadtGFWF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FawazFWIM18,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Evaluating Surgical Skills from Kinematic Data Using Convolutional
Neural Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11073},
pages = {214--221},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00937-3\_25},
doi = {10.1007/978-3-030-00937-3\_25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/FawazFWIM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanHFWP18,
author = {Chang Wei Tan and
Matthieu Herrmann and
Germain Forestier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Martin Ester and
Dino Pedreschi},
title = {Efficient search of the best warping window for Dynamic Time Warping},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {225--233},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.26},
doi = {10.1137/1.9781611975321.26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanHFWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09354,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean and
Germain Forestier},
title = {On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance
profile and Error},
journal = {CoRR},
volume = {abs/1801.09354},
year = {2018},
url = {http://arxiv.org/abs/1801.09354},
eprinttype = {arXiv},
eprint = {1801.09354},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02750,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Evaluating surgical skills from kinematic data using convolutional
neural networks},
journal = {CoRR},
volume = {abs/1806.02750},
year = {2018},
url = {http://arxiv.org/abs/1806.02750},
eprinttype = {arXiv},
eprint = {1806.02750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03184,
author = {Lena Maier{-}Hein and
Matthias Eisenmann and
Carolin Feldmann and
Hubertus Feussner and
Germain Forestier and
Stamatia Giannarou and
Bernard Gibaud and
Gregory D. Hager and
Makoto Hashizume and
Darko Katic and
Hannes Kenngott and
Ron Kikinis and
Michael Kranzfelder and
Anand Malpani and
Keno M{\"{a}}rz and
Beat P. M{\"{u}}ller{-}Stich and
Nassir Navab and
Thomas Neumuth and
Nicolas Padoy and
Adrian Park and
Carla M. Pugh and
Nicolai Schoch and
Danail Stoyanov and
Russell H. Taylor and
Martin Wagner and
S. Swaroop Vedula and
Pierre Jannin and
Stefanie Speidel},
title = {Surgical Data Science: {A} Consensus Perspective},
journal = {CoRR},
volume = {abs/1806.03184},
year = {2018},
url = {http://arxiv.org/abs/1806.03184},
eprinttype = {arXiv},
eprint = {1806.03184},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02455,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Data augmentation using synthetic data for time series classification
with deep residual networks},
journal = {CoRR},
volume = {abs/1808.02455},
year = {2018},
url = {http://arxiv.org/abs/1808.02455},
eprinttype = {arXiv},
eprint = {1808.02455},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04356,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Deep learning for time series classification: a review},
journal = {CoRR},
volume = {abs/1809.04356},
year = {2018},
url = {http://arxiv.org/abs/1809.04356},
eprinttype = {arXiv},
eprint = {1809.04356},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10338,
author = {Thomas Andrew Lampert and
Odyss{\'{e}}e Merveille and
Jessica Schmitz and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
title = {Strategies for Training Stain Invariant CNNs},
journal = {CoRR},
volume = {abs/1810.10338},
year = {2018},
url = {http://arxiv.org/abs/1810.10338},
eprinttype = {arXiv},
eprint = {1810.10338},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01533,
author = {Hassan Ismail Fawaz and
Germain Forestier and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller},
title = {Transfer learning for time series classification},
journal = {CoRR},
volume = {abs/1811.01533},
year = {2018},
url = {http://arxiv.org/abs/1811.01533},
eprinttype = {arXiv},
eprint = {1811.01533},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ForestierPRJ17,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Laurent Riffaud and
Pierre Jannin},
title = {Automatic matching of surgeries to predict surgeons' next actions},
journal = {Artif. Intell. Medicine},
volume = {81},
pages = {3--11},
year = {2017},
url = {https://doi.org/10.1016/j.artmed.2017.03.007},
doi = {10.1016/J.ARTMED.2017.03.007},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ForestierPRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ForestierPSRHJ17,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Pavel Senin and
Laurent Riffaud and
Pierre{-}Louis H{\'{e}}naux and
Pierre Jannin},
title = {Finding discriminative and interpretable patterns in sequences of
surgical activities},
journal = {Artif. Intell. Medicine},
volume = {82},
pages = {11--19},
year = {2017},
url = {https://doi.org/10.1016/j.artmed.2017.09.002},
doi = {10.1016/J.ARTMED.2017.09.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ForestierPSRHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HuaulmeVRFMJ17,
author = {Arnaud Huaulm{\'{e}} and
Sandrine Voros and
Laurent Riffaud and
Germain Forestier and
Alexandre Moreau{-}Gaudry and
Pierre Jannin},
title = {Distinguishing surgical behavior by sequential pattern discovery},
journal = {J. Biomed. Informatics},
volume = {67},
pages = {34--41},
year = {2017},
url = {https://doi.org/10.1016/j.jbi.2017.02.001},
doi = {10.1016/J.JBI.2017.02.001},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/HuaulmeVRFMJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/ForestierPSDJ17,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Pavel Senin and
Fabien Despinoy and
Pierre Jannin},
editor = {Annette ten Teije and
Christian Popow and
John H. Holmes and
Lucia Sacchi},
title = {Discovering Discriminative and Interpretable Patterns for Surgical
Motion Analysis},
booktitle = {Artificial Intelligence in Medicine - 16th Conference on Artificial
Intelligence in Medicine, {AIME} 2017, Vienna, Austria, June 21-24,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10259},
pages = {136--145},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59758-4\_15},
doi = {10.1007/978-3-319-59758-4\_15},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/ForestierPSDJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DauSPFBK17,
author = {Hoang Anh Dau and
Diego Furtado Silva and
Fran{\c{c}}ois Petitjean and
Germain Forestier and
Anthony J. Bagnall and
Eamonn J. Keogh},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Judicious setting of Dynamic Time Warping's window width allows more
accurate classification of time series},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {917--922},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258009},
doi = {10.1109/BIGDATA.2017.8258009},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/DauSPFBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/LatardWFH17,
author = {Bastien Latard and
Jonathan Weber and
Germain Forestier and
Michel Hassenforder},
editor = {Jaap Kamps and
Giannis Tsakonas and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Ioannis Karydis},
title = {Towards a Semantic Search Engine for Scientific Articles},
booktitle = {Research and Advanced Technology for Digital Libraries - 21st International
Conference on Theory and Practice of Digital Libraries, {TPDL} 2017,
Thessaloniki, Greece, September 18-21, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10450},
pages = {608--611},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67008-9\_54},
doi = {10.1007/978-3-319-67008-9\_54},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ercimdl/LatardWFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ForestierPDWK17,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Hoang Anh Dau and
Geoffrey I. Webb and
Eamonn J. Keogh},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Generating Synthetic Time Series to Augment Sparse Datasets},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {865--870},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.106},
doi = {10.1109/ICDM.2017.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ForestierPDWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LatardWFH17,
author = {Bastien Latard and
Jonathan Weber and
Germain Forestier and
Michel Hassenforder},
title = {Using Semantic Relations between Keywords to Categorize Articles from
Scientific Literature},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {260--264},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00049},
doi = {10.1109/ICTAI.2017.00049},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LatardWFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imspa/Temerinac-OttFS17,
author = {Maja Temerinac{-}Ott and
Germain Forestier and
Jessica Schmitz and
Meyke Hermsen and
J. H. Braseni and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
editor = {Stanislav Kovacic and
Sven Loncaric and
Matej Kristan and
Vitomir Struc and
Mladen Vucic},
title = {Detection of glomeruli in renal pathology by mutual comparison of
multiple staining modalities},
booktitle = {Proceedings of the 10th International Symposium on Image and Signal
Processing and Analysis, {ISPA} 2017, Ljubljana, Slovenia, September
18-20, 2017},
pages = {19--24},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISPA.2017.8073562},
doi = {10.1109/ISPA.2017.8073562},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/imspa/Temerinac-OttFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Maier-HeinVSNKP17,
author = {Lena Maier{-}Hein and
S. Swaroop Vedula and
Stefanie Speidel and
Nassir Navab and
Ron Kikinis and
Adrian Park and
Matthias Eisenmann and
Hubertus Feussner and
Germain Forestier and
Stamatia Giannarou and
Makoto Hashizume and
Darko Katic and
Hannes Kenngott and
Michael Kranzfelder and
Anand Malpani and
Keno M{\"{a}}rz and
Thomas Neumuth and
Nicolas Padoy and
Carla M. Pugh and
Nicolai Schoch and
Danail Stoyanov and
Russell H. Taylor and
Martin Wagner and
Gregory D. Hager and
Pierre Jannin},
title = {Surgical Data Science: Enabling Next-Generation Surgery},
journal = {CoRR},
volume = {abs/1701.06482},
year = {2017},
url = {http://arxiv.org/abs/1701.06482},
eprinttype = {arXiv},
eprint = {1701.06482},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Maier-HeinVSNKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-09836,
author = {Bastien Latard and
Jonathan Weber and
Germain Forestier and
Michel Hassenforder},
title = {Towards a Semantic Search Engine for Scientific Articles},
journal = {CoRR},
volume = {abs/1709.09836},
year = {2017},
url = {http://arxiv.org/abs/1709.09836},
eprinttype = {arXiv},
eprint = {1709.09836},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-09836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/ApouSNFSFWG16,
author = {Gr{\'{e}}gory Apou and
Nadine S. Schaadt and
Beno{\^{\i}}t Naegel and
Germain Forestier and
Ralf Sch{\"{o}}nmeyer and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert and
Anne Grote},
title = {Detection of lobular structures in normal breast tissue},
journal = {Comput. Biol. Medicine},
volume = {74},
pages = {91--102},
year = {2016},
url = {https://doi.org/10.1016/j.compbiomed.2016.05.004},
doi = {10.1016/J.COMPBIOMED.2016.05.004},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/ApouSNFSFWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ForestierW16,
author = {Germain Forestier and
C{\'{e}}dric Wemmert},
title = {Semi-supervised learning using multiple clusterings with limited labeled
data},
journal = {Inf. Sci.},
volume = {361-362},
pages = {48--65},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.04.040},
doi = {10.1016/J.INS.2016.04.040},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ForestierW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PetitjeanFWNCK16,
author = {Fran{\c{c}}ois Petitjean and
Germain Forestier and
Geoffrey I. Webb and
Ann E. Nicholson and
Yanping Chen and
Eamonn J. Keogh},
title = {Faster and more accurate classification of time series by exploiting
a novel dynamic time warping averaging algorithm},
journal = {Knowl. Inf. Syst.},
volume = {47},
number = {1},
pages = {1--26},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0878-8},
doi = {10.1007/S10115-015-0878-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PetitjeanFWNCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DespinoyBFPZPJ16,
author = {Fabien Despinoy and
David Bouget and
Germain Forestier and
C{\'{e}}dric Penet and
Nabil Zemiti and
Philippe Poignet and
Pierre Jannin},
title = {Unsupervised Trajectory Segmentation for Surgical Gesture Recognition
in Robotic Training},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {63},
number = {6},
pages = {1280--1291},
year = {2016},
url = {https://doi.org/10.1109/TBME.2015.2493100},
doi = {10.1109/TBME.2015.2493100},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/DespinoyBFPZPJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsi/MahfoudhFTH16,
author = {Mariem Mahfoudh and
Germain Forestier and
Laurent Thiry and
Michel Hassenforder},
title = {Comment fusionner des ontologies avec la r{\'{e}}{\'{e}}criture
de graphes ?},
journal = {Tech. Sci. Informatiques},
volume = {35},
number = {1},
pages = {31--53},
year = {2016},
url = {https://doi.org/10.3166/tsi.35.31-53},
doi = {10.3166/TSI.35.31-53},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsi/MahfoudhFTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdim/LuuFRFM16,
author = {Vinh{-}Trung Luu and
Germain Forestier and
Mathis Ripken and
Fr{\'{e}}d{\'{e}}ric Fondement and
Pierre{-}Alain Muller},
title = {Web usage prediction and recommendation using web session clustering},
booktitle = {Eleventh International Conference on Digital Information Management,
{ICDIM} 2016, Porto, Portugal, September 19-21, 2016},
pages = {107--113},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDIM.2016.7829779},
doi = {10.1109/ICDIM.2016.7829779},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdim/LuuFRFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/MahfoudhFH16,
author = {Mariem Mahfoudh and
Germain Forestier and
Michel Hassenforder},
editor = {Franz Lehner and
Nora Fteimi},
title = {A Benchmark for Ontologies Merging Assessment},
booktitle = {Knowledge Science, Engineering and Management - 9th International
Conference, {KSEM} 2016, Passau, Germany, October 5-7, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9983},
pages = {555--566},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47650-6\_44},
doi = {10.1007/978-3-319-47650-6\_44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/MahfoudhFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/LuuRFFM16,
author = {Vinh{-}Trung Luu and
Mathis Ripken and
Germain Forestier and
Fr{\'{e}}d{\'{e}}ric Fondement and
Pierre{-}Alain Muller},
editor = {Petra Perner},
title = {Using Glocal Event Alignment for Comparing Sequences of Significantly
Different Lengths},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 12th International
Conference, {MLDM} 2016, New York, NY, USA, July 16-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9729},
pages = {58--72},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41920-6\_5},
doi = {10.1007/978-3-319-41920-6\_5},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/LuuRFFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/rnti/E31,
editor = {Cyril de Runz and
Germain Forestier and
C{\'{e}}cile Favre and
Camille Kurtz},
title = {Fouille de Donn{\'{e}}es Complexes},
series = {{RNTI}},
volume = {{E-31}},
publisher = {{\'{E}}ditions {RNTI}},
year = {2016},
url = {http://editions-rnti.fr/?procid=100167},
isbn = {979-10-96289-01-1},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/rnti/E31.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/ForestierRJ15,
author = {Germain Forestier and
Laurent Riffaud and
Pierre Jannin},
title = {Automatic phase prediction from low-level surgical activities},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {10},
number = {6},
pages = {833--841},
year = {2015},
url = {https://doi.org/10.1007/s11548-015-1195-0},
doi = {10.1007/S11548-015-1195-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/ForestierRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MahfoudhFTH15,
author = {Mariem Mahfoudh and
Germain Forestier and
Laurent Thiry and
Michel Hassenforder},
title = {Algebraic graph transformations for formalizing ontology changes and
evolving ontologies},
journal = {Knowl. Based Syst.},
volume = {73},
pages = {212--226},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2014.10.007},
doi = {10.1016/J.KNOSYS.2014.10.007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/MahfoudhFTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/ForestierPRJ15,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Laurent Riffaud and
Pierre Jannin},
editor = {John H. Holmes and
Riccardo Bellazzi and
Lucia Sacchi and
Niels Peek},
title = {Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical
Tasks},
booktitle = {Artificial Intelligence in Medicine - 15th Conference on Artificial
Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9105},
pages = {123--132},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19551-3\_15},
doi = {10.1007/978-3-319-19551-3\_15},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/ForestierPRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MahfoudhTFH15,
author = {Mariem Mahfoudh and
Laurent Thiry and
Germain Forestier and
Michel Hassenforder},
editor = {Beno{\^{\i}}t Otjacques and
J{\'{e}}r{\^{o}}me Darmont and
Thomas Tamisier},
title = {Une nouvelle formalisation des changements ontologiques compos{\'{e}}s
et complexes},
booktitle = {15{\`{e}}mes Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2015, 27-30 Janvier 2015, Luxembourg},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-28}},
pages = {263--274},
publisher = {Hermann-{\'{E}}ditions},
year = {2015},
url = {http://editions-rnti.fr/?inprocid=1002087},
timestamp = {Tue, 05 Apr 2016 18:13:25 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/MahfoudhTFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/ApouFFNW15,
author = {Gr{\'{e}}gory Apou and
Friedrich Feuerhake and
Germain Forestier and
Beno{\^{\i}}t Naegel and
C{\'{e}}dric Wemmert},
title = {Synthesizing whole slide images},
booktitle = {9th International Symposium on Image and Signal Processing and Analysis,
{ISPA} 2015, Zagreb, Croatia, September 7-9, 2015},
pages = {154--159},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISPA.2015.7306050},
doi = {10.1109/ISPA.2015.7306050},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispa/ApouFFNW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LuuFFM15,
author = {Vinh{-}Trung Luu and
Germain Forestier and
Fr{\'{e}}d{\'{e}}ric Fondement and
Pierre{-}Alain Muller},
editor = {Xiaoli Li and
Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Web Site Audience Segmentation Using Hybrid Alignment Techniques},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam,
May 19-21, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9441},
pages = {29--40},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25660-3\_3},
doi = {10.1007/978-3-319-25660-3\_3},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LuuFFM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ForestierPRJ14,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Laurent Riffaud and
Pierre Jannin},
title = {Non-linear temporal scaling of surgical processes},
journal = {Artif. Intell. Medicine},
volume = {62},
number = {3},
pages = {143--152},
year = {2014},
url = {https://doi.org/10.1016/j.artmed.2014.10.007},
doi = {10.1016/J.ARTMED.2014.10.007},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ForestierPRJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/GibaudFBCCFGHLLMTG14,
author = {Bernard Gibaud and
Germain Forestier and
Hugues Benoit{-}Cattin and
Frederic Cervenansky and
Patrick Clarysse and
Denis Friboulet and
Alban Gaignard and
Patrick Hugonnard and
Carole Lartizien and
Herv{\'{e}} Liebgott and
Johan Montagnat and
Joachim Tabary and
Tristan Glatard},
title = {OntoVIP: An ontology for the annotation of object models used for
medical image simulation},
journal = {J. Biomed. Informatics},
volume = {52},
pages = {279--292},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2014.07.008},
doi = {10.1016/J.JBI.2014.07.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/GibaudFBCCFGHLLMTG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ws/GaignardMGFG14,
author = {Alban Gaignard and
Johan Montagnat and
Bernard Gibaud and
Germain Forestier and
Tristan Glatard},
title = {Domain-specific summarization of Life-Science e-experiments from provenance
traces},
journal = {J. Web Semant.},
volume = {29},
pages = {19--30},
year = {2014},
url = {https://doi.org/10.1016/j.websem.2014.07.001},
doi = {10.1016/J.WEBSEM.2014.07.001},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ws/GaignardMGFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MahfoudhFTH14,
author = {Mariem Mahfoudh and
Germain Forestier and
Laurent Thiry and
Michel Hassenforder},
editor = {Chantal Reynaud and
Arnaud Martin and
Ren{\'{e}} Quiniou},
title = {Approche formelle de fusion d'ontologies {\`{a}} l'aide des grammaires
de graphes typ{\'{e}}s},
booktitle = {14{\`{e}}mes Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2014, Rennes, France, 28-32 Janvier, 2014},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-26}},
pages = {565--568},
publisher = {Hermann-{\'{E}}ditions},
year = {2014},
url = {http://editions-rnti.fr/?inprocid=1001980},
timestamp = {Thu, 01 May 2014 17:52:43 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/MahfoudhFTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PetitjeanFWNCK14,
author = {Fran{\c{c}}ois Petitjean and
Germain Forestier and
Geoffrey I. Webb and
Ann E. Nicholson and
Yanping Chen and
Eamonn J. Keogh},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Dynamic Time Warping Averaging of Time Series Allows Faster and More
Accurate Classification},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {470--479},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.27},
doi = {10.1109/ICDM.2014.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PetitjeanFWNCK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/MahfoudhTFH14,
author = {Mariem Mahfoudh and
Laurent Thiry and
Germain Forestier and
Michel Hassenforder},
editor = {Yamine A{\"{\i}}t Ameur and
Ladjel Bellatreche and
George A. Papadopoulos},
title = {Algebraic Graph Transformations for Merging Ontologies},
booktitle = {Model and Data Engineering - 4th International Conference, {MEDI}
2014, Larnaca, Cyprus, September 24-26, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8748},
pages = {154--168},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11587-0\_16},
doi = {10.1007/978-3-319-11587-0\_16},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medi/MahfoudhTFH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/ApouNFFW14a,
author = {Gr{\'{e}}gory Apou and
Beno{\^{\i}}t Naegel and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
editor = {Sebastiano Battiato and
Sabine Coquillart and
Julien Pettr{\'{e}} and
Robert S. Laramee and
Andreas Kerren and
Jos{\'{e}} Braz},
title = {Efficient Region-based Classification for Whole Slide Images},
booktitle = {Computer Vision, Imaging and Computer Graphics - Theory and Applications
- International Joint Conference, {VISIGRAPP} 2014, Lisbon, Portugal,
January 5-8, 2014, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {550},
pages = {239--256},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-25117-2\_15},
doi = {10.1007/978-3-319-25117-2\_15},
timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visapp/ApouNFFW14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/ApouNFFW14,
author = {Gr{\'{e}}gory Apou and
Beno{\^{\i}}t Naegel and
Germain Forestier and
Friedrich Feuerhake and
C{\'{e}}dric Wemmert},
editor = {Sebastiano Battiato and
Jos{\'{e}} Braz},
title = {Fast Segmentation for Texture-based Cartography of whole Slide Images},
booktitle = {{VISAPP} 2014 - Proceedings of the 9th International Conference on
Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal,
5-8 January, 2014},
pages = {309--319},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004687403090319},
doi = {10.5220/0004687403090319},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/ApouNFFW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/f-egc/BelarteWFWG14,
author = {Bruno Belarte and
C{\'{e}}dric Wemmert and
Germain Forestier and
Christiane Weber and
Manuel Grizonnet},
editor = {Guillaume Cleuziou and
Cyril de Runz and
Germain Forestier and
Mustapha Lebbah},
title = {Apprentissage de r{\`{e}}gles floues pour caract{\'{e}}riser
des objets d'int{\'{e}}r{\^{e}}t dans une image de t{\'{e}}l{\'{e}}d{\'{e}}tection},
booktitle = {Fouille de Donn{\'{e}}es Complexes, 2014},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-27}},
pages = {23--42},
publisher = {Hermann-{\'{E}}ditions},
year = {2014},
url = {http://editions-rnti.fr/?inprocid=1002048},
timestamp = {Tue, 26 Nov 2019 18:20:27 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/BelarteWFWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/rnti/E27,
editor = {Guillaume Cleuziou and
Cyril de Runz and
Germain Forestier and
Mustapha Lebbah},
title = {Fouille de Donn{\'{e}}es Complexes, 2014},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-27}},
publisher = {Hermann-{\'{E}}ditions},
year = {2014},
url = {http://editions-rnti.fr/?procid=100161},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/rnti/E27.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/ForestierWP13,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Anne Puissant},
title = {Coastal image interpretation using background knowledge and semantics},
journal = {Comput. Geosci.},
volume = {54},
pages = {88--96},
year = {2013},
url = {https://doi.org/10.1016/j.cageo.2012.11.023},
doi = {10.1016/J.CAGEO.2012.11.023},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/ForestierWP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ForestierLRCMWNGJ13,
author = {Germain Forestier and
Florent Lalys and
Laurent Riffaud and
D. Louis Collins and
J{\"{u}}rgen Meixensberger and
Shafik N. Wassef and
Thomas Neumuth and
Beno{\^{\i}}t Goulet and
Pierre Jannin},
title = {Multi-site study of surgical practice in neurosurgery based on surgical
process models},
journal = {J. Biomed. Informatics},
volume = {46},
number = {5},
pages = {822--829},
year = {2013},
url = {https://doi.org/10.1016/j.jbi.2013.06.006},
doi = {10.1016/J.JBI.2013.06.006},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ForestierLRCMWNGJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/GlatardLGSFCABBCCCGHLMMMTF13,
author = {Tristan Glatard and
Carole Lartizien and
Bernard Gibaud and
Rafael Ferreira da Silva and
Germain Forestier and
Frederic Cervenansky and
Martino Alessandrini and
Hugues Benoit{-}Cattin and
Olivier Bernard and
Sorina Camarasu{-}Pop and
Nadia Cerezo and
Patrick Clarysse and
Alban Gaignard and
Patrick Hugonnard and
Herv{\'{e}} Liebgott and
Simon Marache and
Adrien Marion and
Johan Montagnat and
Joachim Tabary and
Denis Friboulet},
title = {A Virtual Imaging Platform for Multi-Modality Medical Image Simulation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {32},
number = {1},
pages = {110--118},
year = {2013},
url = {https://doi.org/10.1109/TMI.2012.2220154},
doi = {10.1109/TMI.2012.2220154},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/GlatardLGSFCABBCCCGHLMMMTF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-ic/MahfoudhTFH13,
author = {Mariem Mahfoudh and
Laurent Thiry and
Germain Forestier and
Michel Hassenforder},
editor = {Rapha{\"{e}}l Troncy},
title = {Adaptation consistante d'ontologies {\`{a}} l'aide des grammaires
de graphes},
booktitle = {{IC} 2013 : 24es Journ{\'{e}}es francophones d'Ing{\'{e}}nierie
des Connaissances (Proceedings of the 24th French Knowledge Engineering
Conference), Lille, France, July 1-5, 2013},
pages = {129--138},
year = {2013},
url = {https://hal.archives-ouvertes.fr/IC\_2013/hal-01104002},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-ic/MahfoudhTFH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/WemmertKFSFG13,
author = {C{\'{e}}dric Wemmert and
Juliane M. Kruger and
Germain Forestier and
Ludovic Sternberger and
Friedrich Feuerhake and
Pierre Gan{\c{c}}arski},
title = {Stain unmixing in brightfield multiplexed immunohistochemistry},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {1125--1129},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738232},
doi = {10.1109/ICIP.2013.6738232},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/WemmertKFSFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/BelarteWFGW13,
author = {Bruno Belarte and
C{\'{e}}dric Wemmert and
Germain Forestier and
Manuel Grizonnet and
Christiane Weber},
title = {Learning fuzzy rules to characterize objects of interest from remote
sensing images},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {2986--2989},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6723453},
doi = {10.1109/IGARSS.2013.6723453},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/BelarteWFGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaoWFPE13,
author = {Zechun Cao and
Sujing Wang and
Germain Forestier and
Anne Puissant and
Christoph F. Eick},
editor = {Yu Zheng and
Steven E. Koonin and
Ouri E. Wolfson},
title = {Analyzing the composition of cities using spatial clustering},
booktitle = {Proceedings of the 2nd {ACM} {SIGKDD} International Workshop on Urban
Computing, UrbComp@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
pages = {14:1--14:8},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505821.2505827},
doi = {10.1145/2505821.2505827},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CaoWFPE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/MahfoudhFTH13,
author = {Mariem Mahfoudh and
Germain Forestier and
Laurent Thiry and
Michel Hassenforder},
editor = {Mingzheng Wang},
title = {Consistent Ontologies Evolution Using Graph Grammars},
booktitle = {Knowledge Science, Engineering and Management - 6th International
Conference, {KSEM} 2013, Dalian, China, August 10-12, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8041},
pages = {64--75},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39787-5\_6},
doi = {10.1007/978-3-642-39787-5\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/MahfoudhFTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/models/FondementMTWF13,
author = {Fr{\'{e}}d{\'{e}}ric Fondement and
Pierre{-}Alain Muller and
Laurent Thiry and
Brice Wittmann and
Germain Forestier},
editor = {Ana Moreira and
Bernhard Sch{\"{a}}tz and
Jeff Gray and
Antonio Vallecillo and
Peter J. Clarke},
title = {Big Metamodels Are Evil - Package Unmerge - {A} Technique for Downsizing
Metamodels},
booktitle = {Model-Driven Engineering Languages and Systems - 16th International
Conference, {MODELS} 2013, Miami, FL, USA, September 29 - October
4, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8107},
pages = {138--153},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41533-3\_9},
doi = {10.1007/978-3-642-41533-3\_9},
timestamp = {Mon, 21 Jun 2021 12:26:18 +0200},
biburl = {https://dblp.org/rec/conf/models/FondementMTWF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ForestierLRTJ12,
author = {Germain Forestier and
Florent Lalys and
Laurent Riffaud and
Brivael Trelhu and
Pierre Jannin},
title = {Classification of surgical processes using dynamic time warping},
journal = {J. Biomed. Informatics},
volume = {45},
number = {2},
pages = {255--264},
year = {2012},
url = {https://doi.org/10.1016/j.jbi.2011.11.002},
doi = {10.1016/J.JBI.2011.11.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ForestierLRTJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/urban/ForestierPWG12,
author = {Germain Forestier and
Anne Puissant and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
title = {Knowledge-based region labeling for remote sensing image interpretation},
journal = {Comput. Environ. Urban Syst.},
volume = {36},
number = {5},
pages = {470--480},
year = {2012},
url = {https://doi.org/10.1016/j.compenvurbsys.2012.01.003},
doi = {10.1016/J.COMPENVURBSYS.2012.01.003},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/urban/ForestierPWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/ForestierLRTJ12,
author = {Germain Forestier and
Florent Lalys and
Laurent Riffaud and
Brivael Trelhu and
Pierre Jannin},
editor = {Yves Lechevallier and
Guy Melan{\c{c}}on and
Bruno Pinaud},
title = {Clustering de s{\'{e}}quences d'activit{\'{e}}s pour l'{\'{e}}tude
de proc{\'{e}}dures neurochirurgicales},
booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier
31 - f{\'{e}}vrier 2012, Bordeaux, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-23}},
pages = {489--494},
publisher = {Hermann-{\'{E}}ditions},
year = {2012},
url = {http://editions-rnti.fr/?inprocid=1001153},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/ForestierLRTJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hisb/GibaudFBCCFGHLLMTG12,
author = {Bernard Gibaud and
Germain Forestier and
Hugues Benoit{-}Cattin and
Frederic Cervenansky and
Patrick Clarysse and
Denis Friboulet and
Alban Gaignard and
Patrick Hugonnard and
Carole Lartizien and
Herv{\'{e}} Liebgott and
Johan Montagnat and
Joachim Tabary and
Tristan Glatard},
title = {OntoVIP: An Ontology for the Annotation of Object Models Used for
Medical Image Simulation},
booktitle = {2012 {IEEE} Second International Conference on Healthcare Informatics,
Imaging and Systems Biology, {HISB} 2012, La Jolla, CA, USA, September
27-28, 2012},
pages = {110},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/HISB.2012.35},
doi = {10.1109/HISB.2012.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hisb/GibaudFBCCFGHLLMTG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GlatardMBCCSFGLLMF12,
author = {Tristan Glatard and
Adrien Marion and
Hugues Benoit{-}Cattin and
Sorina Camarasu{-}Pop and
Patrick Clarysse and
Rafael Ferreira da Silva and
Germain Forestier and
Bernard Gibaud and
Carole Lartizien and
Herv{\'{e}} Liebgott and
K{\'{e}}vin Moulin and
Denis Friboulet},
title = {Multi-modality image simulation with the Virtual Imaging Platform:
Illustration on cardiac echography and {MRI}},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {98--101},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235493},
doi = {10.1109/ISBI.2012.6235493},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/GlatardMBCCSFGLLMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/PetitjeanMGF11,
author = {Fran{\c{c}}ois Petitjean and
Florent Masseglia and
Pierre Gan{\c{c}}arski and
Germain Forestier},
title = {Discovering Significant Evolution Patterns from Satellite Image Time
Series},
journal = {Int. J. Neural Syst.},
volume = {21},
number = {6},
pages = {475--489},
year = {2011},
url = {https://doi.org/10.1142/S0129065711003024},
doi = {10.1142/S0129065711003024},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/PetitjeanMGF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/ForestierMBCFGHLLTG11,
author = {Germain Forestier and
Adrien Marion and
Hugues Benoit{-}Cattin and
Patrick Clarysse and
Denis Friboulet and
Tristan Glatard and
Patrick Hugonnard and
Carole Lartizien and
Herv{\'{e}} Liebgott and
Joachim Tabary and
Bernard Gibaud},
title = {Sharing object models for multi-modality medical image simulation:
{A} semantic approach},
booktitle = {Proceedings of the 24th {IEEE} International Symposium on Computer-Based
Medical Systems, 27-30 June, 2011, Bristol, United Kingdom},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CBMS.2011.5999167},
doi = {10.1109/CBMS.2011.5999167},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/ForestierMBCFGHLLTG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/MarionFBCCSGGHLLSTVF11,
author = {Adrien Marion and
Germain Forestier and
Hugues Benoit{-}Cattin and
Sorina Camarasu{-}Pop and
Patrick Clarysse and
Rafael Ferreira da Silva and
Bernard Gibaud and
Tristan Glatard and
Patrick Hugonnard and
Carole Lartizien and
Herv{\'{e}} Liebgott and
Svenja Specovius and
Joachim Tabary and
S{\'{e}}bastien Valette and
Denis Friboulet},
title = {Multi-modality medical image simulation of biological models with
the Virtual Imaging Platform {(VIP)}},
booktitle = {Proceedings of the 24th {IEEE} International Symposium on Computer-Based
Medical Systems, 27-30 June, 2011, Bristol, United Kingdom},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CBMS.2011.5999141},
doi = {10.1109/CBMS.2011.5999141},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/MarionFBCCSGGHLLSTVF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/rnti/WemmertF11,
author = {C{\'{e}}dric Wemmert and
Germain Forestier},
editor = {Guillaume Cleuziou and
Mustapha Lebbah and
Arnaud Martin and
Boutheina Ben Yaghlane},
title = {{SLEMC} : Apprentissage semi-supervis{\'{e}} enrichi par de multiples
clusterings},
booktitle = {Fouille de donn{\'{e}}es complexes. Complexit{\'{e}} li{\'{e}}e
aux donn{\'{e}}es multiples},
series = {{RNTI}},
volume = {{E-21}},
pages = {147--170},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1001244},
timestamp = {Wed, 07 May 2014 07:26:07 +0200},
biburl = {https://dblp.org/rec/series/rnti/WemmertF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/ForestierGW10,
author = {Germain Forestier and
Pierre Gan{\c{c}}arski and
C{\'{e}}dric Wemmert},
title = {Collaborative clustering with background knowledge},
journal = {Data Knowl. Eng.},
volume = {69},
number = {2},
pages = {211--228},
year = {2010},
url = {https://doi.org/10.1016/j.datak.2009.10.004},
doi = {10.1016/J.DATAK.2009.10.004},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/ForestierGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/DerivauxFWL10,
author = {S{\'{e}}bastien Derivaux and
Germain Forestier and
C{\'{e}}dric Wemmert and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Supervised image segmentation using watershed transform, fuzzy classification
and evolutionary computation},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {15},
pages = {2364--2374},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2010.07.007},
doi = {10.1016/J.PATREC.2010.07.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/DerivauxFWL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/ForestierWG10,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
editor = {Sadok Ben Yahia and
Jean{-}Marc Petit},
title = {Comparaison de crit{\`{e}}res de puret{\'{e}} pour l'int{\'{e}}gration
de connaissances en clustering semi-supervis{\'{e}}},
booktitle = {Extraction et gestion des connaissances (EGC'2010), Actes, 26 au 29
janvier 2010, Hammamet, Tunisie},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-19}},
pages = {127--132},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2010},
url = {http://editions-rnti.fr/?inprocid=1001278},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/ForestierWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/PetitjeanGMF10,
author = {Fran{\c{c}}ois Petitjean and
Pierre Gan{\c{c}}arski and
Florent Masseglia and
Germain Forestier},
editor = {Colin Fyfe and
Peter Ti{\~{n}}o and
Darryl Charles and
C{\'{e}}sar Ignacio Garc{\'{\i}}a{-}Osorio and
Hujun Yin},
title = {Analysing Satellite Image Time Series by Means of Pattern Mining},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2010,
11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6283},
pages = {45--52},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15381-5\_6},
doi = {10.1007/978-3-642-15381-5\_6},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/PetitjeanGMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/ForestierWG10,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
title = {Towards conflict resolution in collaborative clustering},
booktitle = {5th {IEEE} International Conference on Intelligent Systems, {IS} 2010,
7-9 July 2010, University of Westminster, London, {UK}},
pages = {361--366},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IS.2010.5548343},
doi = {10.1109/IS.2010.5548343},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/is/ForestierWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/ForestierWG10,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
editor = {Yaxin Bi and
Mary{-}Anne Williams},
title = {Background Knowledge Integration in Clustering Using Purity Indexes},
booktitle = {Knowledge Science, Engineering and Management, 4th International Conference,
{KSEM} 2010, Belfast, Northern Ireland, UK, September 1-3, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6291},
pages = {28--38},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15280-1\_6},
doi = {10.1007/978-3-642-15280-1\_6},
timestamp = {Thu, 14 Oct 2021 10:12:35 +0200},
biburl = {https://dblp.org/rec/conf/ksem/ForestierWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/WemmertPFG09,
author = {C{\'{e}}dric Wemmert and
Anne Puissant and
Germain Forestier and
Pierre Gan{\c{c}}arski},
title = {Multiresolution Remote Sensing Image Clustering},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {6},
number = {3},
pages = {533--537},
year = {2009},
url = {https://doi.org/10.1109/LGRS.2009.2020825},
doi = {10.1109/LGRS.2009.2020825},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/WemmertPFG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ForestierWGI09,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski and
Jordi Inglada},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Mining Multiple Satellite Sensor Data Using Collaborative Clustering},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {501--506},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.42},
doi = {10.1109/ICDMW.2009.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ForestierWGI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WemmertFD09,
author = {C{\'{e}}dric Wemmert and
Germain Forestier and
S{\'{e}}bastien Derivaux},
editor = {Oleg Okun and
Giorgio Valentini},
title = {Improving Supervised Learning with Multiple Clusterings},
booktitle = {Applications of Supervised and Unsupervised Ensemble Methods},
series = {Studies in Computational Intelligence},
volume = {245},
pages = {135--149},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03999-7\_8},
doi = {10.1007/978-3-642-03999-7\_8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/WemmertFD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/ForestierWG08,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
title = {Multisource Images Analysis Using Collaborative Clustering},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/374095},
doi = {10.1155/2008/374095},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/ForestierWG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/ForestierDWG08,
author = {Germain Forestier and
S{\'{e}}bastien Derivaux and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
editor = {Mario Giacobini and
Anthony Brabazon and
Stefano Cagnoni and
Gianni Di Caro and
Rolf Drechsler and
Anik{\'{o}} Ek{\'{a}}rt and
Anna Esparcia{-}Alc{\'{a}}zar and
Muddassar Farooq and
Andreas Fink and
Jon McCormack and
Michael O'Neill and
Juan Romero and
Franz Rothlauf and
Giovanni Squillero and
Sima Uyar and
Shengxiang Yang},
title = {An Evolutionary Approach for Ontology Driven Image Interpretation},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET,
EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog,
Naples, Italy, March 26-28, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4974},
pages = {295--304},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78761-7\_30},
doi = {10.1007/978-3-540-78761-7\_30},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/ForestierDWG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/ForestierDWG08,
author = {Germain Forestier and
S{\'{e}}bastien Derivaux and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Interpr{\'{e}}tation d'images bas{\'{e}}e sur une approche
{\'{e}}volutive guid{\'{e}}e par une ontologie},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {469--474},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000635},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/ForestierDWG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ForestierWG08,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
title = {Semi-supervised Collaborative Clustering with Partial Background Knowledge},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {211--217},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.116},
doi = {10.1109/ICDMW.2008.116},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ForestierWG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ForestierWG08,
author = {Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski},
title = {On Combining Unsupervised Classification and Ontology Knowledge},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings},
pages = {395--398},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IGARSS.2008.4779741},
doi = {10.1109/IGARSS.2008.4779741},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ForestierWG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/DurandDFWGBP07,
author = {Nicolas Durand and
S{\'{e}}bastien Derivaux and
Germain Forestier and
C{\'{e}}dric Wemmert and
Pierre Gan{\c{c}}arski and
Omar Boussaid and
Anne Puissant},
title = {Ontology-Based Object Recognition for Remote Sensing Image Interpretation},
booktitle = {19th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2007), October 29-31, 2007, Patras, Greece, Volume 1},
pages = {472--479},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICTAI.2007.111},
doi = {10.1109/ICTAI.2007.111},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/DurandDFWGBP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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