Publications
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Amirian, Mohammadreza ; Tuggener, Lukas ; Chavarriaga, Ricardo ; Satyawan, Yvan Putra; Schilling, Frank-Peter ; Schwenker, Friedhelm; Stadelmann, Thilo ,
2020.
Two to trust : AutoML for safe modelling and interpretable deep learning for robustness [ paper ].
In:
Proceedings of the 1st TAILOR Workshop on Trustworthy AI at ECAI 2020.
1st TAILOR Workshop on Trustworthy AI at ECAI 2020, Santiago de Compostela, Spain, 29-30 August 2020.
Springer.
Available from : https://doi.org/10.21256/zhaw-20217
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2020.
Standards for neurotechnologies and brain-machine interfacing .
IEEE Systems, Man, and Cybernetics Magazine.
6(3),
pp. 50-51.
Available from : https://doi.org/10.1109/MSMC.2020.2995438
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Deriu, Jan Milan ; Mlynchyk, Katsiaryna ; Schläpfer, Philippe; Rodrigo, Alvaro; von Grünigen, Dirk; Kaiser, Nicolas; Stockinger, Kurt ; Agirre, Eneko; Cieliebak, Mark ,
2020.
A methodology for creating question answering corpora using inverse data annotation [ paper ].
In:
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.
ACL 2020, Virtual, 5-10 July 2020.
Association for Computational Linguistics.
pp. 897-911.
Available from : https://doi.org/10.18653/v1/2020.acl-main.84
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Roost, Dano; Meier, Ralph; Huschauer, Stephan; Nygren, Erik; Egli, Adrian; Weiler, Andreas ; Stadelmann, Thilo ,
2020.
Improving sample efficiency and multi-agent communication in RL-based train rescheduling [ paper ].
In:
2020 7th Swiss Conference on Data Science (SDS).
7th Swiss Conference on Data Science, Lucerne, Switzerland, 26 June 2020.
IEEE.
Available from : https://doi.org/10.21256/zhaw-19978
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Aydarkhanov, Ruslan; Ušćumlić, Marija; Chavarriaga, Ricardo ; Gheorghe, Lucian; del R Millán, José,
2020.
Spatial covariance improves BCI performance for late ERPs components with high temporal variability .
Journal of Neural Engineering.
17(3),
pp. 036030.
Available from : https://doi.org/10.1088/1741-2552/ab95eb
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Orset, Bastien; Lee, Kyuhwa; Chavarriaga, Ricardo ; Millan, Jose del R.,
2020.
User adaptation to closed-loop decoding of motor imagery termination .
IEEE Transactions on Bio-medical Electronics.
Available from : https://doi.org/10.1109/TBME.2020.3001981
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Eslahi, Yasamin ; Stockinger, Kurt ; Bhardwaj, Akansha; Cudré-Mauroux, Philippe; Rosso, Paolo,
2020.
Annotating web tables through knowledge bases : a context-based approach (Best Paper Award) [ paper ].
In:
Proceedings of the 7th SDS.
Swiss Conference on Data Science, Lucerne, Switzerland, 26 June 2020.
IEEE.
Available from : https://doi.org/10.21256/zhaw-20229
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Nadig, Stefanie; Braschler, Martin ; Stockinger, Kurt ,
2020.
In:
Proceedings of the 12th LREC.
12th Language Resources and Evaluation Conference (LREC) 2020.
European Language Resources Association.
Available from : https://doi.org/10.21256/zhaw-20042
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Tuggener, Don ; von Däniken, Pius ; Peetz, Thomas; Cieliebak, Mark ,
2020.
LEDGAR : a large-scale multi-label corpus for text classification of legal provisions in contracts [ paper ].
In:
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020).
12th Language Resources and Evaluation Conference (LREC) 2020.
European Language Resources Association.
pp. 1228-1234.
Available from : https://doi.org/10.21256/zhaw-20087
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Benites de Azevedo e Souza, Fernando; Duivesteijn, Gilbert François; von Däniken, Pius ; Cieliebak, Mark ,
2020.
TRANSLIT : a large-scale name transliteration resource [ paper ].
In:
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020).
12th Language Resources and Evaluation Conference (LREC) 2020.
European Language Resources Association.
pp. 3258-3264.
Available from : https://doi.org/10.21256/zhaw-20082
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Sinem Kafıloğlu, S.; Gür, Gürkan ; Alagöz, Fatih,
2020.
A Markovian model for satellite integrated cognitive and D2D HetNets .
Computer Networks.
169(107083).
Available from : https://doi.org/10.1016/j.comnet.2019.107083
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2020.
Die Stadt der Zukunft - gewoben oder verbunden? .
Netzwoche.
2020(1),
pp. 45.
Available from : https://doi.org/10.21256/zhaw-19945
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Brunner, Ursin ; Stockinger, Kurt ,
2020.
Entity matching with transformer architectures - a step forward in data integration [ paper ].
In:
Proceedings of the 23rd EDBT.
International Conference on Extending Database Technology, Copenhagen, 30 March-2 April 2020.
OpenProceedings.
Available from : https://doi.org/10.21256/zhaw-19637
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Iturrate, Iñaki; Chavarriaga, Ricardo ; Millán, José del R.,
2020.
General principles of machine learning for brain-computer interfacing
.
In:
Millan, José del R; Ramsay, Nick F., eds. ,
Handbook of Clinical Neurology ; 168.
Elsevier.
pp. 311-328.
Available from : https://doi.org/10.1016/B978-0-444-63934-9.00023-8
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Kropp, Martin; Meier, Andreas ; Anslow, Craig; Biddle, Robert,
2020.
Satisfaction and its correlates in agile software development .
Journal of Systems and Software.
164,
pp. 110544.
Available from : https://doi.org/10.1016/j.jss.2020.110544
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2020.
Netzwoche.
2019(16),
pp. 61.
Available from : https://doi.org/10.21256/zhaw-19926
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Jeunet, Camille; Tonin, Luca; Albert, Louis; Chavarriaga, Ricardo ; Bideau, Benoît; Argelaguet, Ferran; Millán, José del R.; Lécuyer, Anatole; Kulpa, Richard,
2020.
Scientific Reports.
10(1705).
Available from : https://doi.org/10.1038/s41598-020-58533-2
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Zhang, Xiao; Wu, Dongrui; Ding, Lieyun; Luo, Hanbin; Lin, Chin-Teng; Jung, Tzyy-Ping; Chavarriaga, Ricardo ,
2020.
National Science Review.
Available from : https://doi.org/10.1093/nsr/nwaa233
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Ashraf, Usman; Mayr-Dorn, Christoph; Egyed, Alexander; Panichella, Sebastiano ,
2020.
A mixed graph-relational dataset of socio-technical interactions in open source systems [ paper ].
In:
Proceedings of the 17th International Conference on Mining Software Repositories.
MSR '20: 17th International Conference on Mining Software Repositories, Seoul, South Korea, June 2020.
Association for Computing Machinery.
pp. 538-542.
Available from : https://doi.org/10.1145/3379597.3387492
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Darvishy, Alireza ; Manning, Juliet,
2020.
Paris:
UNESCO.
Available from : https://doi.org/10.21256/zhaw-20991