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@inproceedings{DBLP:conf/l4dc/TanL024,
author = {Kaiyuan Tan and
Peilun Li and
Thomas Beckers},
editor = {Alessandro Abate and
Mark Cannon and
Kostas Margellos and
Antonis Papachristodoulou},
title = {Physics-constrained learning for {PDE} systems with uncertainty quantified
port-Hamiltonian models},
booktitle = {6th Annual Learning for Dynamics {\&} Control Conference, 15-17
July 2024, University of Oxford, Oxford, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {242},
pages = {1753--1764},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v242/tan24a.html},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/TanL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18504,
author = {Martin Tschaikner and
Danja Brandt and
Henning Schmidt and
Felix Bie{\ss}mann and
Teodor Chiaburu and
Ilona Schrimpf and
Thomas Schrimpf and
Alexandra Stadel and
Frank Hau{\ss}er and
Ingeborg E. Beckers},
title = {Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta)},
journal = {CoRR},
volume = {abs/2404.18504},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18504},
doi = {10.48550/ARXIV.2404.18504},
eprinttype = {arXiv},
eprint = {2404.18504},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11809,
author = {Kaiyuan Tan and
Peilun Li and
Thomas Beckers},
title = {Physics-Constrained Learning for {PDE} Systems with Uncertainty Quantified
Port-Hamiltonian Models},
journal = {CoRR},
volume = {abs/2406.11809},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11809},
doi = {10.48550/ARXIV.2406.11809},
eprinttype = {arXiv},
eprint = {2406.11809},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/GoodmanBC23,
author = {Jacob R. Goodman and
Thomas Beckers and
Leonardo J. Colombo},
title = {Geometric Control for Load Transportation With Quadrotor UAVs by Elastic
Cables},
journal = {{IEEE} Trans. Control. Syst. Technol.},
volume = {31},
number = {6},
pages = {2848--2862},
year = {2023},
url = {https://doi.org/10.1109/TCST.2023.3296730},
doi = {10.1109/TCST.2023.3296730},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcst/GoodmanBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/000123,
author = {Thomas Beckers},
title = {Data-Driven Bayesian Control of Port-Hamiltonian Systems},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {8708--8713},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10384219},
doi = {10.1109/CDC49753.2023.10384219},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/000123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/0001WP23,
author = {Thomas Beckers and
Qirui Wu and
George J. Pappas},
editor = {Nikolai Matni and
Manfred Morari and
George J. Pappas},
title = {Physics-enhanced Gaussian Process Variational Autoencoder},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June
2023, Philadelphia, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {211},
pages = {521--533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v211/beckers23a.html},
timestamp = {Fri, 16 Jun 2023 14:48:17 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/0001WP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09006,
author = {Thomas Beckers and
Qirui Wu and
George J. Pappas},
title = {Physics-enhanced Gaussian Process Variational Autoencoder},
journal = {CoRR},
volume = {abs/2305.09006},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09006},
doi = {10.48550/ARXIV.2305.09006},
eprinttype = {arXiv},
eprint = {2305.09006},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09017,
author = {Thomas Beckers and
Jacob H. Seidman and
Paris Perdikaris and
George J. Pappas},
title = {Gaussian Process Port-Hamiltonian Systems: Bayesian Learning with
Physics Prior},
journal = {CoRR},
volume = {abs/2305.09017},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09017},
doi = {10.48550/ARXIV.2305.09017},
eprinttype = {arXiv},
eprint = {2305.09017},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09689,
author = {Thomas Beckers and
Tom Z. Jiahao and
George J. Pappas},
title = {Learning Switching Port-Hamiltonian Systems with Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2305.09689},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09689},
doi = {10.48550/ARXIV.2305.09689},
eprinttype = {arXiv},
eprint = {2305.09689},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04678,
author = {Thomas Beckers},
title = {Data-driven Bayesian Control of Port-Hamiltonian Systems},
journal = {CoRR},
volume = {abs/2309.04678},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04678},
doi = {10.48550/ARXIV.2309.04678},
eprinttype = {arXiv},
eprint = {2309.04678},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/BeckersCHP22,
author = {Thomas Beckers and
Leonardo J. Colombo and
Sandra Hirche and
George J. Pappas},
title = {Online Learning-Based Trajectory Tracking for Underactuated Vehicles
With Uncertain Dynamics},
journal = {{IEEE} Control. Syst. Lett.},
volume = {6},
pages = {2090--2095},
year = {2022},
url = {https://doi.org/10.1109/LCSYS.2021.3138546},
doi = {10.1109/LCSYS.2021.3138546},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/BeckersCHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/BeckersH22,
author = {Thomas Beckers and
Sandra Hirche},
title = {Prediction With Approximated Gaussian Process Dynamical Models},
journal = {{IEEE} Trans. Autom. Control.},
volume = {67},
number = {12},
pages = {6460--6473},
year = {2022},
url = {https://doi.org/10.1109/TAC.2021.3131988},
doi = {10.1109/TAC.2021.3131988},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/BeckersH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/0001CMP22,
author = {Thomas Beckers and
Leonardo J. Colombo and
Manfred Morari and
George J. Pappas},
title = {Learning-based Balancing of Model-based and Feedback Control for Second-order
Mechanical Systems},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {4667--4673},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992751},
doi = {10.1109/CDC51059.2022.9992751},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/0001CMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/0001PC22,
author = {Thomas Beckers and
George J. Pappas and
Leonardo J. Colombo},
title = {Learning Rigidity-based Flocking Control using Gaussian Processes
with Probabilistic Stability Guarantees},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {7254--7259},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992465},
doi = {10.1109/CDC51059.2022.9992465},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/0001PC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/0001SPP22,
author = {Thomas Beckers and
Jacob H. Seidman and
Paris Perdikaris and
George J. Pappas},
title = {Gaussian Process Port-Hamiltonian Systems: Bayesian Learning with
Physics Prior},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {1447--1453},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992733},
doi = {10.1109/CDC51059.2022.9992733},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/0001SPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/BeckersUVVWDDGM22,
author = {Arthur Beckers and
Roel Uytterhoeven and
Thomas Vandenabeele and
Jo Vliegen and
Lennert Wouters and
Joan Daemen and
Wim Dehaene and
Benedikt Gierlichs and
Nele Mentens},
editor = {Luca Sterpone and
Andrea Bartolini and
Anastasiia Butko},
title = {Energy and side-channel security evaluation of near-threshold cryptographic
circuits in 28nm {FD-SOI} technology},
booktitle = {{CF} '22: 19th {ACM} International Conference on Computing Frontiers,
Turin, Italy, May 17 - 22, 2022},
pages = {258--262},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3528416.3530992},
doi = {10.1145/3528416.3530992},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cf/BeckersUVVWDDGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/0001HC21,
author = {Thomas Beckers and
Sandra Hirche and
Leonardo Colombo},
title = {Online Learning-based Formation Control of Multi-Agent Systems with
Gaussian Processes},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {2197--2202},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683423},
doi = {10.1109/CDC45484.2021.9683423},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/0001HC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/YamauchiO0HHF21,
author = {Junya Yamauchi and
Marco Omainska and
Thomas Beckers and
Takeshi Hatanaka and
Sandra Hirche and
Masayuki Fujita},
title = {Cooperative Visual Pursuit Control with Learning of Position Dependent
Target Motion via Gaussian Process},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {2211--2217},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683432},
doi = {10.1109/CDC45484.2021.9683432},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/YamauchiO0HHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/LedererCBUH21,
author = {Armin Lederer and
Alexandre Capone and
Thomas Beckers and
Jonas Umlauft and
Sandra Hirche},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {The Impact of Data on the Stability of Learning-Based Control},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {623--635},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/lederer21a.html},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/LedererCBUH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05497,
author = {Thomas Beckers},
title = {An Introduction to Gaussian Process Models},
journal = {CoRR},
volume = {abs/2102.05497},
year = {2021},
url = {https://arxiv.org/abs/2102.05497},
eprinttype = {arXiv},
eprint = {2102.05497},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00130,
author = {Thomas Beckers and
Sandra Hirche and
Leonardo Colombo},
title = {Safe Online Learning-based Formation Control of Multi-Agent Systems
with Gaussian Processes},
journal = {CoRR},
volume = {abs/2104.00130},
year = {2021},
url = {https://arxiv.org/abs/2104.00130},
eprinttype = {arXiv},
eprint = {2104.00130},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00777,
author = {Jacob R. Goodman and
Juan S. Cely and
Thomas Beckers and
Leonardo J. Colombo},
title = {Geometric Control for Load Transportation with Quadrotor UAVs by Elastic
Cables},
journal = {CoRR},
volume = {abs/2111.00777},
year = {2021},
url = {https://arxiv.org/abs/2111.00777},
eprinttype = {arXiv},
eprint = {2111.00777},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07779,
author = {Manuela Gamonal Fern{\'{a}}ndez and
Thomas Beckers and
George J. Pappas and
Leonardo J. Colombo},
title = {Learning Rigidity-based Flocking Control with Gaussian Processes},
journal = {CoRR},
volume = {abs/2112.07779},
year = {2021},
url = {https://arxiv.org/abs/2112.07779},
eprinttype = {arXiv},
eprint = {2112.07779},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/CaponeNUBLH20,
author = {Alexandre Capone and
Gerrit Noske and
Jonas Umlauft and
Thomas Beckers and
Armin Lederer and
Sandra Hirche},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Localized active learning of Gaussian process state space models},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {490--499},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/capone20a.html},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/CaponeNUBLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/UmlauftBCLH20,
author = {Jonas Umlauft and
Thomas Beckers and
Alexandre Capone and
Armin Lederer and
Sandra Hirche},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Smart Forgetting for Safe Online Learning with Gaussian Processes},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {160--169},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/umlauft20a.html},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/UmlauftBCLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sice/YamauchiBOHHF20,
author = {Junya Yamauchi and
Thomas Beckers and
Marco Omainska and
Takeshi Hatanaka and
Sandra Hirche and
Masayuki Fujita},
title = {Visual Pursuit Control with Target Motion Learning via Gaussian Process},
booktitle = {59th Annual Conference of the Society of Instrument and Control Engineers
of Japan, {SICE} 2020, Chiang Mai, Thailand, September 23-26, 2020},
pages = {1365--1372},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/document/9240221},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sice/YamauchiBOHHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02191,
author = {Alexandre Capone and
Jonas Umlauft and
Thomas Beckers and
Armin Lederer and
Sandra Hirche},
title = {Localized active learning of Gaussian process state space models},
journal = {CoRR},
volume = {abs/2005.02191},
year = {2020},
url = {https://arxiv.org/abs/2005.02191},
eprinttype = {arXiv},
eprint = {2005.02191},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-02191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14551,
author = {Thomas Beckers and
Sandra Hirche},
title = {Prediction with Gaussian Process Dynamical Models},
journal = {CoRR},
volume = {abs/2006.14551},
year = {2020},
url = {https://arxiv.org/abs/2006.14551},
eprinttype = {arXiv},
eprint = {2006.14551},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06689,
author = {Thomas Beckers and
Leonardo Colombo and
Sandra Hirche},
title = {Safe learning-based trajectory tracking for underactuated vehicles
with partially unknown dynamics},
journal = {CoRR},
volume = {abs/2009.06689},
year = {2020},
url = {https://arxiv.org/abs/2009.06689},
eprinttype = {arXiv},
eprint = {2009.06689},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02613,
author = {Jonas Umlauft and
Armin Lederer and
Thomas Beckers and
Sandra Hirche},
title = {Real-time Uncertainty Decomposition for Online Learning Control},
journal = {CoRR},
volume = {abs/2010.02613},
year = {2020},
url = {https://arxiv.org/abs/2010.02613},
eprinttype = {arXiv},
eprint = {2010.02613},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10596,
author = {Armin Lederer and
Alexandre Capone and
Thomas Beckers and
Jonas Umlauft and
Sandra Hirche},
title = {The Value of Data in Learning-Based Control for Training Subset Selection},
journal = {CoRR},
volume = {abs/2011.10596},
year = {2020},
url = {https://arxiv.org/abs/2011.10596},
eprinttype = {arXiv},
eprint = {2011.10596},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/BeckersKH19,
author = {Thomas Beckers and
Dana Kulic and
Sandra Hirche},
title = {Stable Gaussian process based tracking control of Euler-Lagrange systems},
journal = {Autom.},
volume = {103},
pages = {390--397},
year = {2019},
url = {https://doi.org/10.1016/j.automatica.2019.01.023},
doi = {10.1016/J.AUTOMATICA.2019.01.023},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/BeckersKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BeckersBTH19,
author = {Thomas Beckers and
Somil Bansal and
Claire J. Tomlin and
Sandra Hirche},
title = {Closed-loop Model Selection for Kernel-based Models using Bayesian
Optimization},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {828--834},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9029690},
doi = {10.1109/CDC40024.2019.9029690},
timestamp = {Fri, 04 Mar 2022 13:30:46 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BeckersBTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10489,
author = {Thomas Beckers and
Sandra Hirche},
title = {Keep soft robots soft - a data-driven based trade-off between feed-forward
and feedback control},
journal = {CoRR},
volume = {abs/1906.10489},
year = {2019},
url = {http://arxiv.org/abs/1906.10489},
eprinttype = {arXiv},
eprint = {1906.10489},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05699,
author = {Thomas Beckers and
Somil Bansal and
Claire J. Tomlin and
Sandra Hirche},
title = {Closed-loop Model Selection for Kernel-based Models using Bayesian
Optimization},
journal = {CoRR},
volume = {abs/1909.05699},
year = {2019},
url = {http://arxiv.org/abs/1909.05699},
eprinttype = {arXiv},
eprint = {1909.05699},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BeckersUH18,
author = {Thomas Beckers and
Jonas Umlauft and
Sandra Hirche},
title = {Mean Square Prediction Error of Misspecified Gaussian Process Models},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {1162--1167},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619163},
doi = {10.1109/CDC.2018.8619163},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BeckersUH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/BeckersH18,
author = {Thomas Beckers and
Sandra Hirche},
title = {Gaussian Process based Passivation of a Class of Nonlinear Systems
with Unknown Dynamics},
booktitle = {16th European Control Conference, {ECC} 2018, Limassol, Cyprus, June
12-15, 2018},
pages = {1257--1262},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ECC.2018.8550311},
doi = {10.23919/ECC.2018.8550311},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eucc/BeckersH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/UmlauftBH18,
author = {Jonas Umlauft and
Thomas Beckers and
Sandra Hirche},
title = {Scenario-based Optimal Control for Gaussian Process State Space Models},
booktitle = {16th European Control Conference, {ECC} 2018, Limassol, Cyprus, June
12-15, 2018},
pages = {1386--1392},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ECC.2018.8550458},
doi = {10.23919/ECC.2018.8550458},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eucc/UmlauftBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07190,
author = {Thomas Beckers and
Dana Kulic and
Sandra Hirche},
title = {Stable Gaussian Process based Tracking Control of Euler-Lagrange Systems},
journal = {CoRR},
volume = {abs/1806.07190},
year = {2018},
url = {http://arxiv.org/abs/1806.07190},
eprinttype = {arXiv},
eprint = {1806.07190},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06642,
author = {Thomas Beckers and
Jonas Umlauft and
Sandra Hirche},
title = {Mean Square Prediction Error of Misspecified Gaussian Process Models},
journal = {CoRR},
volume = {abs/1811.06642},
year = {2018},
url = {http://arxiv.org/abs/1811.06642},
eprinttype = {arXiv},
eprint = {1811.06642},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06646,
author = {Thomas Beckers and
Sandra Hirche},
title = {Stability of Gaussian Process State Space Models},
journal = {CoRR},
volume = {abs/1811.06646},
year = {2018},
url = {http://arxiv.org/abs/1811.06646},
eprinttype = {arXiv},
eprint = {1811.06646},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06648,
author = {Thomas Beckers and
Sandra Hirche},
title = {Gaussian Process based Passivation of a Class of Nonlinear Systems
with Unknown Dynamics},
journal = {CoRR},
volume = {abs/1811.06648},
year = {2018},
url = {http://arxiv.org/abs/1811.06648},
eprinttype = {arXiv},
eprint = {1811.06648},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06653,
author = {Thomas Beckers and
Sandra Hirche},
title = {Equilibrium Distributions and Stability Analysis of Gaussian Process
State Space Models},
journal = {CoRR},
volume = {abs/1811.06653},
year = {2018},
url = {http://arxiv.org/abs/1811.06653},
eprinttype = {arXiv},
eprint = {1811.06653},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06655,
author = {Thomas Beckers and
Jonas Umlauft and
Sandra Hirche},
title = {Stable Model-based Control with Gaussian Process Regression for Robot
Manipulators},
journal = {CoRR},
volume = {abs/1811.06655},
year = {2018},
url = {http://arxiv.org/abs/1811.06655},
eprinttype = {arXiv},
eprint = {1811.06655},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07711,
author = {Thomas Beckers and
Jonas Umlauft and
Dana Kulic and
Sandra Hirche},
title = {Stable Gaussian Process based Tracking Control of Lagrangian Systems},
journal = {CoRR},
volume = {abs/1811.07711},
year = {2018},
url = {http://arxiv.org/abs/1811.07711},
eprinttype = {arXiv},
eprint = {1811.07711},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BeckersCFHH17,
author = {Kristian Beckers and
Isabelle C{\^{o}}t{\'{e}} and
Thomas Frese and
Denis Hatebur and
Maritta Heisel},
title = {A structured and systematic model-based development method for automotive
systems, considering the OEM/supplier interface},
journal = {Reliab. Eng. Syst. Saf.},
volume = {158},
pages = {172--184},
year = {2017},
url = {https://doi.org/10.1016/j.ress.2016.08.018},
doi = {10.1016/J.RESS.2016.08.018},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/BeckersCFHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BeckersUKH17,
author = {Thomas Beckers and
Jonas Umlauft and
Dana Kulic and
Sandra Hirche},
title = {Stable Gaussian process based tracking control of Lagrangian systems},
booktitle = {56th {IEEE} Annual Conference on Decision and Control, {CDC} 2017,
Melbourne, Australia, December 12-15, 2017},
pages = {5180--5185},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CDC.2017.8264427},
doi = {10.1109/CDC.2017.8264427},
timestamp = {Fri, 04 Mar 2022 13:29:55 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BeckersUKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/UmlauftBKH17,
author = {Jonas Umlauft and
Thomas Beckers and
Melanie Kimmel and
Sandra Hirche},
title = {Feedback linearization using Gaussian processes},
booktitle = {56th {IEEE} Annual Conference on Decision and Control, {CDC} 2017,
Melbourne, Australia, December 12-15, 2017},
pages = {5249--5255},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CDC.2017.8264435},
doi = {10.1109/CDC.2017.8264435},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/UmlauftBKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/BeckersDLMBFEW16,
author = {Veronique Beckers and
Lisa Maria Dersch and
Katrin Lotz and
Guido Melzer and
Oliver E. Bl{\"{a}}sing and
Regine Fuchs and
Thomas Ehrhardt and
Christoph Wittmann},
title = {\emph{In silico} metabolic network analysis of \emph{Arabidopsis}
leaves},
journal = {{BMC} Syst. Biol.},
volume = {10},
pages = {102},
year = {2016},
url = {https://doi.org/10.1186/s12918-016-0347-3},
doi = {10.1186/S12918-016-0347-3},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/BeckersDLMBFEW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BeckersH16,
author = {Thomas Beckers and
Sandra Hirche},
title = {Equilibrium distributions and stability analysis of Gaussian Process
State Space Models},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {6355--6361},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7799247},
doi = {10.1109/CDC.2016.7799247},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BeckersH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/BeckersH16,
author = {Thomas Beckers and
Sandra Hirche},
title = {Stability of Gaussian process state space models},
booktitle = {15th European Control Conference, {ECC} 2016, Aalborg, Denmark, June
29 - July 1, 2016},
pages = {2275--2281},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ECC.2016.7810630},
doi = {10.1109/ECC.2016.7810630},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eucc/BeckersH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icton/BungeBGBR15,
author = {Christian{-}Alexander Bunge and
Markus Beckers and
Thomas Gries and
Kort Bremer and
Bernhard Wilhelm Roth},
title = {Dopant-free fabrication process for graded-index polymer optical fiber
solely based on temperature treatment},
booktitle = {17th International Conference on Transparent Optical Networks, {ICTON}
2015, Budapest, Hungary, July 5-9, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICTON.2015.7193647},
doi = {10.1109/ICTON.2015.7193647},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icton/BungeBGBR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safecomp/BeckersCFHH15,
author = {Kristian Beckers and
Isabelle C{\^{o}}t{\'{e}} and
Thomas Frese and
Denis Hatebur and
Maritta Heisel},
editor = {Floor Koornneef and
Coen van Gulijk},
title = {A Structured Validation and Verification Method for Automotive Systems
Considering the OEM/Supplier Interface},
booktitle = {Computer Safety, Reliability, and Security - 34th International Conference,
{SAFECOMP} 2015 Delft, The Netherlands, September 23-25, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9337},
pages = {90--108},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24255-2\_8},
doi = {10.1007/978-3-319-24255-2\_8},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/safecomp/BeckersCFHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CaseyBBH14,
author = {J. Alec Casey and
Justin Beckers and
Thomas E. Busche and
Christian Haas},
title = {Towards the retrieval of multi-year sea ice thickness and deformation
state from polarimetric {C-} and X-band {SAR} observations},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {1190--1193},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6946644},
doi = {10.1109/IGARSS.2014.6946644},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CaseyBBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safecomp/BeckersCFHH14,
author = {Kristian Beckers and
Isabelle C{\^{o}}t{\'{e}} and
Thomas Frese and
Denis Hatebur and
Maritta Heisel},
editor = {Andrea Bondavalli and
Felicita Di Giandomenico},
title = {Systematic Derivation of Functional Safety Requirements for Automotive
Systems},
booktitle = {Computer Safety, Reliability, and Security - 33rd International Conference,
{SAFECOMP} 2014, Florence, Italy, September 10-12, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8666},
pages = {65--80},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10506-2\_5},
doi = {10.1007/978-3-319-10506-2\_5},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/safecomp/BeckersCFHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/cost/BeckersDFJKKPS14,
author = {Thomas Beckers and
Sebastian Dungs and
Norbert Fuhr and
Matthias Jordan and
Georgios Kontokotsios and
Sascha Kriewel and
Yiannis Paraskeuopoulos and
Michail Salampasis},
editor = {Georgios Paltoglou and
Fernando Loizides and
Preben Hansen},
title = {ezDL: An Interactive {IR} Framework, Search Tool, and Evaluation System},
booktitle = {Professional Search in the Modern World - {COST} Action {IC1002} on
Multilingual and Multifaceted Interactive Information Access},
series = {Lecture Notes in Computer Science},
volume = {8830},
pages = {118--146},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12511-4\_7},
doi = {10.1007/978-3-319-12511-4\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cost/BeckersDFJKKPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/CaseyBBH13,
author = {J. Alec Casey and
Justin Beckers and
Thomas Busche and
Christian Haas},
title = {Comparison of in situ and airborne measurements of multiyear sea ice
thickness with dual-frequency, polarimetric {SAR} observations},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {224--227},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6721132},
doi = {10.1109/IGARSS.2013.6721132},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/CaseyBBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/BeckersHFH13,
author = {Kristian Beckers and
Maritta Heisel and
Thomas Frese and
Denis Hatebur},
title = {A structured and model-based hazard analysis and risk assessment method
for automotive systems},
booktitle = {{IEEE} 24th International Symposium on Software Reliability Engineering,
{ISSRE} 2013, Pasadena, CA, USA, November 4-7, 2013},
pages = {238--247},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ISSRE.2013.6698923},
doi = {10.1109/ISSRE.2013.6698923},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/issre/BeckersHFH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/MunoBK13,
author = {Stefan Muno and
Thomas Beckers and
Sascha Kriewel},
editor = {Andreas Henrich and
Hans{-}Christian Sperker},
title = {Konzeption und Implementierung einer Android-App f{\"{u}}r das
ezDL-System},
booktitle = {{LWA} 2013. Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings Bamberg, 7.-9. October 2013},
pages = {82--83},
publisher = {Universit{\"{a}}tsbibliothek Bamberg},
year = {2013},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lwa/MunoBK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/AswaniBB13,
author = {Niraj Aswani and
Thomas Beckers and
Erich Birngruber and
C{\'{e}}lia Boyer and
Andreas Burner and
Jakub Bystron and
Khalid Choukri and
Sarah Cruchet and
Hamish Cunningham and
Jan Dedek and
Ljiljana Dolamic and
Ren{\'{e}} Donner and
Sebastian Dungs and
Ivan Eggel and
Antonio Foncubierta{-}Rodr{\'{\i}}guez and
Norbert Fuhr and
Adam Funk and
Alba Garcia Seco de Herrera and
Arnaud Gaudinat and
Georgi Georgiev and
Julien Gobeill and
Lorraine Goeuriot and
Paz Gomez and
Robert Mark Greenwood and
Manfred Gschwandtner and
Allan Hanbury and
Jan Hajic and
Jaroslava Hlav{\'{a}}cov{\'{a}} and
Markus Holzer and
Gareth J. F. Jones and
Blanca Jordan and
Matthias Jordan and
Klemens Kaderk and
Franz Kainberger and
Liadh Kelly and
Sascha Kriewel and
Marlene Kritz and
Georg Langs and
Nolan Lawson and
Dimitrios Markonis and
Iv{\'{a}}n Mart{\'{\i}}nez and
Vassil Momtchev and
Alexandre Masselot and
H{\'{e}}l{\`{e}}ne Mazo and
Henning M{\"{u}}ller and
Jo{\~{a}}o R. M. Palotti and
Pavel Pecina and
Konstantin Pentchev and
Deyan Peychev and
Natalia Pletneva and
Diana Pottecher and
Angus Roberts and
Patrick Ruch and
Alexander Sachs and
Matthias Samwald and
Priscille Schneller and
Veronika Stefanov and
Miguel Angel Tinte and
Zdenka Uresov{\'{a}} and
Alejandro Vargas and
Dina Vishnyakova},
editor = {Christoph Ulrich Lehmann and
Elske Ammenwerth and
Christian N{\o}hr},
title = {Khresmoi - Multilingual Semantic Search of Medical Text and Images},
booktitle = {{MEDINFO} 2013 - Proceedings of the 14th World Congress on Medical
and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},
series = {Studies in Health Technology and Informatics},
volume = {192},
pages = {1266},
publisher = {{IOS} Press},
year = {2013},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/AswaniBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurohcir/BeckersF12,
author = {Thomas Beckers and
Norbert Fuhr},
editor = {Max L. Wilson and
Tony Russell{-}Rose and
Birger Larsen and
James Kalbach},
title = {Search System Functions for Supporting Search Modes},
booktitle = {Proceedings of the 2nd European Workshop on Human-Computer Interaction
and Information Retrieval, Nijmegen, The Netherlands, August 25, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {909},
pages = {29--32},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-909/paper8.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:43 +0100},
biburl = {https://dblp.org/rec/conf/eurohcir/BeckersF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BeckersDFJK12,
author = {Thomas Beckers and
Sebastian Dungs and
Norbert Fuhr and
Matthias Jordan and
Sascha Kriewel},
editor = {Andrew Trotman and
Charles L. A. Clarke and
Iadh Ounis and
J. Shane Culpepper and
Marc{-}Allen Cartright and
Shlomo Geva},
title = {ezDL: An Interactive Search and Evaluation System},
booktitle = {Proceedings of the {SIGIR} 2012 Workshop on Open Source Information
Retrieval, OSIR@SIGIR 2012, Portland, Oregon, USA, 16th August 2012},
pages = {9--16},
publisher = {University of Otago, Dunedin, New Zealand},
year = {2012},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/BeckersDFJK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/AlexanderABBCDDFGKKKKLMNNPSSTTTTVWW11,
author = {David Alexander and
Paavo Arvola and
Thomas Beckers and
Patrice Bellot and
Timothy Chappell and
Christopher M. De Vries and
Antoine Doucet and
Norbert Fuhr and
Shlomo Geva and
Jaap Kamps and
Gabriella Kazai and
Marijn Koolen and
Sangeetha Kutty and
Monica Landoni and
V{\'{e}}ronique Moriceau and
Richi Nayak and
Ragnar Nordlie and
Nils Pharo and
Eric SanJuan and
Ralf Schenkel and
Andrea Tagarelli and
Xavier Tannier and
James A. Thom and
Andrew Trotman and
Johanna Vainio and
Qiuyue Wang and
Chen Wu},
title = {Report on {INEX} 2010},
journal = {{SIGIR} Forum},
volume = {45},
number = {1},
pages = {2--17},
year = {2011},
url = {https://doi.org/10.1145/1988852.1988854},
doi = {10.1145/1988852.1988854},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/AlexanderABBCDDFGKKKKLMNNPSSTTTTVWW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icira/AuerbachBBEGFKKLMRTVWGMHRSK11,
author = {Thomas Auerbach and
Marion Beckers and
Guido Buchholz and
Urs Eppelt and
Yves{-}Simon Gloy and
Peter Fritz and
Toufik Al Khawli and
Stephan Kratz and
Juliane Lose and
Thomas Molitor and
Axel Re{\ss}mann and
Ulrich Thombansen and
Drazen Veselovac and
Konrad Willms and
Thomas Gries and
Walter Michaeli and
Christian Hopmann and
Uwe Reisgen and
Robert H. Schmitt and
Fritz Klocke},
editor = {Sabina Jeschke and
Honghai Liu and
Daniel Schilberg},
title = {Meta-modeling for Manufacturing Processes},
booktitle = {Intelligent Robotics and Applications - 4th International Conference,
{ICIRA} 2011, Aachen, Germany, December 6-8, 2011, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7102},
pages = {199--209},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25489-5\_20},
doi = {10.1007/978-3-642-25489-5\_20},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icira/AuerbachBBEGFKKLMRTVWGMHRSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/BeckersBDDVDFFGGHIKKKKLLMNNPSSTTTTV10,
author = {Thomas Beckers and
Patrice Bellot and
Gianluca Demartini and
Ludovic Denoyer and
Christopher M. De Vries and
Antoine Doucet and
Khairun Nisa Fachry and
Norbert Fuhr and
Patrick Gallinari and
Shlomo Geva and
Wei Chi Huang and
Tereza Iofciu and
Jaap Kamps and
Gabriella Kazai and
Marijn Koolen and
Sangeetha Kutty and
Monica Landoni and
Miro Lehtonen and
V{\'{e}}ronique Moriceau and
Richi Nayak and
Ragnar Nordlie and
Nils Pharo and
Eric SanJuan and
Ralf Schenkel and
Xavier Tannier and
Martin Theobald and
James A. Thom and
Andrew Trotman and
Arjen P. de Vries},
title = {Report on {INEX} 2009},
journal = {{SIGIR} Forum},
volume = {44},
number = {1},
pages = {38--57},
year = {2010},
url = {https://doi.org/10.1145/1842890.1842897},
doi = {10.1145/1842890.1842897},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/BeckersBDDVDFFGGHIKKKKLLMNNPSSTTTTV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ercimdl/BeckersFPNF10,
author = {Thomas Beckers and
Norbert Fuhr and
Nils Pharo and
Ragnar Nordlie and
Khairun Nisa Fachry},
editor = {Mounia Lalmas and
Joemon M. Jose and
Andreas Rauber and
Fabrizio Sebastiani and
Ingo Frommholz},
title = {Overview and Results of the {INEX} 2009 Interactive Track},
booktitle = {Research and Advanced Technology for Digital Libraries, 14th European
Conference, {ECDL} 2010, Glasgow, UK, September 6-10, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6273},
pages = {409--412},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15464-5\_44},
doi = {10.1007/978-3-642-15464-5\_44},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ercimdl/BeckersFPNF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inex/BeckersK10,
author = {Thomas Beckers and
Dennis Korbar},
editor = {Shlomo Geva and
Jaap Kamps and
Ralf Schenkel and
Andrew Trotman},
title = {Using Eye-Tracking for the Evaluation of Interactive Information Retrieval},
booktitle = {Comparative Evaluation of Focused Retrieval - 9th International Workshop
of the Inititative for the Evaluation of {XML} Retrieval, {INEX} 2010,
Vugh, The Netherlands, December 13-15, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6932},
pages = {236--240},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-23577-1\_21},
doi = {10.1007/978-3-642-23577-1\_21},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inex/BeckersK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inex/PharoBNF10,
author = {Nils Pharo and
Thomas Beckers and
Ragnar Nordlie and
Norbert Fuhr},
editor = {Shlomo Geva and
Jaap Kamps and
Ralf Schenkel and
Andrew Trotman},
title = {Overview of the {INEX} 2010 Interactive Track},
booktitle = {Comparative Evaluation of Focused Retrieval - 9th International Workshop
of the Inititative for the Evaluation of {XML} Retrieval, {INEX} 2010,
Vugh, The Netherlands, December 13-15, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6932},
pages = {227--235},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-23577-1\_20},
doi = {10.1007/978-3-642-23577-1\_20},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inex/PharoBNF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inex/PharoNFBF09,
author = {Nils Pharo and
Ragnar Nordlie and
Norbert Fuhr and
Thomas Beckers and
Khairun Nisa Fachry},
editor = {Shlomo Geva and
Jaap Kamps and
Andrew Trotman},
title = {Overview of the {INEX} 2009 Interactive Track},
booktitle = {Focused Retrieval and Evaluation, 8th International Workshop of the
Initiative for the Evaluation of {XML} Retrieval, {INEX} 2009, Brisbane,
Australia, December 7-9, 2009, Revised and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6203},
pages = {303--311},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-14556-8\_30},
doi = {10.1007/978-3-642-14556-8\_30},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inex/PharoNFBF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BeckersFB09,
author = {Thomas Beckers and
Ingo Frommholz and
Ralf B{\"{o}}nning},
editor = {Melanie Hartmann and
Frederik Janssen},
title = {Multi-facet Classification of E-mails in a Helpdesk Scenario},
booktitle = {{LWA} 2009: Workshop-Woche: Lernen, Wissen, Adaptivit{\"{a}}t,
Darmstadt, 21.-23. September 2009},
volume = {{TUD-CS-2009-0157/TUD-KE-2009-04}},
pages = {WIR:60--67},
publisher = {{FG} Telekooperation/FG Knowledge Engineering, Technische Universit{\"{a}}t
Darmstadt, Germany},
year = {2009},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lwa/BeckersFB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/WilckeGFFGGKHMRBWZHFHLSRGPRKL06,
author = {Winfried W. Wilcke and
Robert B. Garner and
Claudio Fleiner and
Richard F. Freitas and
Richard A. Golding and
Joseph S. Glider and
Deepak R. Kenchammana{-}Hosekote and
James Lee Hafner and
K. Moidin Mohiuddin and
K. K. Rao and
Ralph A. Becker{-}Szendy and
Theodore M. Wong and
Omer A. Zaki and
Manuel Hernandez and
Kenneth R. Fernandez and
Harald Huels and
Heinz Lenk and
Klaus Smolin and
Manfred Ries and
Carsten Goettert and
Thomas Picunko and
Barry J. Rubin and
Howard Kahn and
Timothy Loo},
title = {{IBM} Intelligent Bricks project - Petabytes and beyond},
journal = {{IBM} J. Res. Dev.},
volume = {50},
number = {2-3},
pages = {181--198},
year = {2006},
url = {https://doi.org/10.1147/rd.502.0181},
doi = {10.1147/RD.502.0181},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ibmrd/WilckeGFFGGKHMRBWZHFHLSRGPRKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/LarsonBS05,
author = {Martha A. Larson and
Thomas Beckers and
Volker Schl{\"{o}}gell},
editor = {Armin B. Cremers and
Rainer Manthey and
Peter Martini and
Volker Steinhage},
title = {Structuring and indexing digital archives of radio broadcasters},
booktitle = {35. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Informatik
LIVE!, {INFORMATIK} 2005, Bonn, Germany, September 19-22, 2005, Band
2},
series = {{LNI}},
volume = {{P-68}},
pages = {83--87},
publisher = {{GI}},
year = {2005},
url = {https://dl.gi.de/handle/20.500.12116/28168},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/LarsonBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/BeckersW01,
author = {Andreas Beckers and
Thomas Worsch},
title = {A perimeter-time {CA} for the queen bee problem},
journal = {Parallel Comput.},
volume = {27},
number = {5},
pages = {555--569},
year = {2001},
url = {https://doi.org/10.1016/S0167-8191(00)00077-6},
doi = {10.1016/S0167-8191(00)00077-6},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/BeckersW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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