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@article{DBLP:journals/ei/FriedmannMB24,
author = {Marc Ramos Friedmann and
Alexander M{\"{o}}ller and
Andreas Binder},
title = {Five-phase space vector carrier-based {PWM} for third harmonic injection},
journal = {Elektrotech. Informationstechnik},
volume = {141},
number = {2},
pages = {124--134},
year = {2024},
url = {https://doi.org/10.1007/s00502-024-01206-z},
doi = {10.1007/S00502-024-01206-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ei/FriedmannMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth2/VinatzerRBGHMKH24,
author = {Hannah Vinatzer and
Angelika Rzepka and
Barbara Binder and
Viktoria Gruber and
Rainer Hofmann{-}Wellenhof and
Patrick Mayr and
Peter Kastner and
Alexander H{\"{o}}ller and
G{\"{u}}nter Schreier},
editor = {Dieter Hayn and
Bernhard Pfeifer and
G{\"{u}}nter Schreier and
Martin Baumgartner},
title = {A Standardized Treatment Pathway for Telehealth-Based Care of Chronic
Wounds in Austria},
booktitle = {dHealth 2024 - Proceedings of the 18th Health Informatics Meets Digital
Health Conference, Vienna, Austria, May 7-8, 2024},
series = {Studies in Health Technology and Informatics},
volume = {313},
pages = {186--191},
publisher = {{IOS} Press},
year = {2024},
url = {https://doi.org/10.3233/SHTI240035},
doi = {10.3233/SHTI240035},
timestamp = {Thu, 16 May 2024 14:30:22 +0200},
biburl = {https://dblp.org/rec/conf/ehealth2/VinatzerRBGHMKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/KolbelBW24,
author = {Tobias K{\"{o}}lbel and
Kai Alexander Binder and
Christof Weinhardt},
editor = {Tung X. Bui},
title = {Are Blockchains Really Decentralized? {A} Multimodal Perspective on
Tokenized Decision Making and Venture Capital Investments in Web3},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {5888--5897},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/107094},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/KolbelBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/WeberLBS23,
author = {Leander Weber and
Sebastian Lapuschkin and
Alexander Binder and
Wojciech Samek},
title = {Beyond explaining: Opportunities and challenges of XAI-based model
improvement},
journal = {Inf. Fusion},
volume = {92},
pages = {154--176},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2022.11.013},
doi = {10.1016/J.INFFUS.2022.11.013},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/WeberLBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jd/FichtnerHBWBK23,
author = {Urs A. Fichtner and
Lukas Maximilian Horstmeier and
Boris Alexander Br{\"{u}}hmann and
Manuel Watter and
Harald Binder and
Jochen Knaus},
title = {The role of data sharing in survey dropout: a study among scientists
as respondents},
journal = {J. Documentation},
volume = {79},
number = {4},
pages = {864--879},
year = {2023},
url = {https://doi.org/10.1108/JD-06-2022-0135},
doi = {10.1108/JD-06-2022-0135},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jd/FichtnerHBWBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BinderWLMMS23,
author = {Alexander Binder and
Leander Weber and
Sebastian Lapuschkin and
Gr{\'{e}}goire Montavon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations
of Deep Neural Network Explanations},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16143--16152},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01549},
doi = {10.1109/CVPR52729.2023.01549},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BinderWLMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PahdeYBSL23,
author = {Frederik Pahde and
Galip {\"{U}}mit Yolcu and
Alexander Binder and
Wojciech Samek and
Sebastian Lapuschkin},
title = {Optimizing Explanations by Network Canonization and Hyperparameter
Search},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {3819--3828},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00396},
doi = {10.1109/CVPRW59228.2023.00396},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PahdeYBSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/HoydisACNBMK23,
author = {Jakob Hoydis and
Fay{\c{c}}al Ait Aoudia and
Sebastian Cammerer and
Merlin Nimier{-}David and
Nikolaus Binder and
Guillermo Marcus and
Alexander Keller},
title = {Sionna {RT:} Differentiable Ray Tracing for Radio Propagation Modeling},
booktitle = {{IEEE} Globecom Workshops 2023, Kuala Lumpur, Malaysia, December 4-8,
2023},
pages = {317--321},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/GCWkshps58843.2023.10465179},
doi = {10.1109/GCWKSHPS58843.2023.10465179},
timestamp = {Tue, 26 Mar 2024 22:14:40 +0100},
biburl = {https://dblp.org/rec/conf/globecom/HoydisACNBMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11103,
author = {Jakob Hoydis and
Fay{\c{c}}al A{\"{\i}}t Aoudia and
Sebastian Cammerer and
Merlin Nimier{-}David and
Nikolaus Binder and
Guillermo Marcus and
Alexander Keller},
title = {Sionna {RT:} Differentiable Ray Tracing for Radio Propagation Modeling},
journal = {CoRR},
volume = {abs/2303.11103},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11103},
doi = {10.48550/ARXIV.2303.11103},
eprinttype = {arXiv},
eprint = {2303.11103},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15584,
author = {Alexander Keller and
Carsten W{\"{a}}chter and
Nikolaus Binder},
title = {Quasi-Monte Carlo Algorithms (not only) for Graphics Software},
journal = {CoRR},
volume = {abs/2307.15584},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15584},
doi = {10.48550/ARXIV.2307.15584},
eprinttype = {arXiv},
eprint = {2307.15584},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12053,
author = {Leander Weber and
Jim Berend and
Alexander Binder and
Thomas Wiegand and
Wojciech Samek and
Sebastian Lapuschkin},
title = {Layer-wise Feedback Propagation},
journal = {CoRR},
volume = {abs/2308.12053},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12053},
doi = {10.48550/ARXIV.2308.12053},
eprinttype = {arXiv},
eprint = {2308.12053},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MehlhoseMSABKCS22,
author = {Matthias Mehlhose and
Guillermo Marcus and
Daniel Sch{\"{a}}ufele and
Daniyal Amir Awan and
Nikolaus Binder and
Martin Kasparick and
Renato L. G. Cavalcante and
Slawomir Stanczak and
Alexander Keller},
title = {GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond
{URLLC} Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {70937--70946},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3187040},
doi = {10.1109/ACCESS.2022.3187040},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MehlhoseMSABKCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/electronicmarkets/BinderHHS22,
author = {Markus Binder and
Bernd Heinrich and
Marcus Hopf and
Alexander Schiller},
title = {Global reconstruction of language models with linguistic rules - Explainable
{AI} for online consumer reviews},
journal = {Electron. Mark.},
volume = {32},
number = {4},
pages = {2123--2138},
year = {2022},
url = {https://doi.org/10.1007/s12525-022-00612-5},
doi = {10.1007/S12525-022-00612-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/electronicmarkets/BinderHHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SunLSB22,
author = {Jiamei Sun and
Sebastian Lapuschkin and
Wojciech Samek and
Alexander Binder},
title = {Explain and improve: LRP-inference fine-tuning for image captioning
models},
journal = {Inf. Fusion},
volume = {77},
pages = {233--246},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.07.008},
doi = {10.1016/J.INFFUS.2021.07.008},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/SunLSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChongCEB22,
author = {Penny Chong and
Ngai{-}Man Cheung and
Yuval Elovici and
Alexander Binder},
title = {Toward Scalable and Unified Example-Based Explanation and Outlier
Detection},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {525--540},
year = {2022},
url = {https://doi.org/10.1109/TIP.2021.3127847},
doi = {10.1109/TIP.2021.3127847},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ChongCEB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ChandrasegaranT22,
author = {Keshigeyan Chandrasegaran and
Ngoc{-}Trung Tran and
Alexander Binder and
Ngai{-}Man Cheung},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Discovering Transferable Forensic Features for CNN-Generated Images
Detection},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XV}},
series = {Lecture Notes in Computer Science},
volume = {13675},
pages = {671--689},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19784-0\_39},
doi = {10.1007/978-3-031-19784-0\_39},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ChandrasegaranT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SchaufeleMBMKS22,
author = {Daniel Sch{\"{a}}ufele and
Guillermo Marcus and
Nikolaus Binder and
Matthias Mehlhose and
Alexander Keller and
Slawomir Stanczak},
title = {GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access},
booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade,
Serbia, August 29 - Sept. 2, 2022},
pages = {667--671},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9909865},
timestamp = {Tue, 25 Oct 2022 21:20:45 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SchaufeleMBMKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imw2/MullerTYMWWBPOS22,
author = {Johannes M{\"{u}}ller and
Aleksandra Titova and
Hongsik Yoon and
Thomas Merbeth and
Martin Weisheit and
Georg Wolf and
Sanjeeb Bharali and
Bert Pfefferling and
Yuichi Otani and
Tetyana Shapoval and
Alberto Cagliani and
Ferenc Vajda and
Pedram Sadeghi and
Christiana Villas{-}Boas Grimm and
Frank Krause and
Ines Altendorf and
Gabriele Congedo and
Robert Binder and
Joachim Metzger and
Alexander Lajn and
Markus Langner and
Young Seon You and
Oliver Kallensee and
Vinayak Bharat Naik and
Kazutaka Yamane and
Steven Soss},
title = {From Emergence to Prevalence: 22FDX{\textregistered} Embedded {STT-MRAM}},
booktitle = {{IEEE} International Memory Workshop, {IMW} 2022, Dresden, Germany,
May 15-18, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IMW52921.2022.9779310},
doi = {10.1109/IMW52921.2022.9779310},
timestamp = {Fri, 16 Jun 2023 10:03:33 +0200},
biburl = {https://dblp.org/rec/conf/imw2/MullerTYMWWBPOS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ofc/BinderYQBF22,
author = {Steven Binder and
Mei Yang and
Victor Qiu and
Alexander Bucksch and
Mable P. Fok},
title = {Groundwater Level Remote Monitoring Using Optical Power Measurement
in Fiber Bragg Grating},
booktitle = {Optical Fiber Communications Conference and Exhibition, {OFC} 2022,
San Diego, CA, USA, March 6-10, 2022},
pages = {1--3},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9748498},
timestamp = {Wed, 20 Apr 2022 08:53:41 +0200},
biburl = {https://dblp.org/rec/conf/ofc/BinderYQBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05024,
author = {Matthias Mehlhose and
Guillermo Marcus and
Daniel Sch{\"{a}}ufele and
Daniyal Amir Awan and
Nikolaus Binder and
Martin Kasparick and
Renato L. G. Cavalcante and
Slawomir Stanczak and
Alexander Keller},
title = {Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection
for 5G and Beyond},
journal = {CoRR},
volume = {abs/2201.05024},
year = {2022},
url = {https://arxiv.org/abs/2201.05024},
eprinttype = {arXiv},
eprint = {2201.05024},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08008,
author = {Leander Weber and
Sebastian Lapuschkin and
Alexander Binder and
Wojciech Samek},
title = {Beyond Explaining: Opportunities and Challenges of XAI-Based Model
Improvement},
journal = {CoRR},
volume = {abs/2203.08008},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08008},
doi = {10.48550/ARXIV.2203.08008},
eprinttype = {arXiv},
eprint = {2203.08008},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11854,
author = {Jakob Hoydis and
Sebastian Cammerer and
Fay{\c{c}}al Ait Aoudia and
Avinash Vem and
Nikolaus Binder and
Guillermo Marcus and
Alexander Keller},
title = {Sionna: An Open-Source Library for Next-Generation Physical Layer
Research},
journal = {CoRR},
volume = {abs/2203.11854},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11854},
doi = {10.48550/ARXIV.2203.11854},
eprinttype = {arXiv},
eprint = {2203.11854},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05998,
author = {Daniel Sch{\"{a}}ufele and
Guillermo Marcus and
Nikolaus Binder and
Matthias Mehlhose and
Alexander Keller and
Slawomir Stanczak},
title = {GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access},
journal = {CoRR},
volume = {abs/2206.05998},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05998},
doi = {10.48550/ARXIV.2206.05998},
eprinttype = {arXiv},
eprint = {2206.05998},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05415,
author = {Alexander Keller and
Carsten W{\"{a}}chter and
Nikolaus Binder},
title = {Rendering along the Hilbert Curve},
journal = {CoRR},
volume = {abs/2207.05415},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05415},
doi = {10.48550/ARXIV.2207.05415},
eprinttype = {arXiv},
eprint = {2207.05415},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11342,
author = {Keshigeyan Chandrasegaran and
Ngoc{-}Trung Tran and
Alexander Binder and
Ngai{-}Man Cheung},
title = {Discovering Transferable Forensic Features for CNN-generated Images
Detection},
journal = {CoRR},
volume = {abs/2208.11342},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11342},
doi = {10.48550/ARXIV.2208.11342},
eprinttype = {arXiv},
eprint = {2208.11342},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10178,
author = {Alexander Zeiser and
Bas van Stein and
Thomas B{\"{a}}ck},
title = {Deep Learning based pipeline for anomaly detection and quality enhancement
in industrial binder jetting processes},
journal = {CoRR},
volume = {abs/2209.10178},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10178},
doi = {10.48550/ARXIV.2209.10178},
eprinttype = {arXiv},
eprint = {2209.10178},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12486,
author = {Alexander Binder and
Leander Weber and
Sebastian Lapuschkin and
Gr{\'{e}}goire Montavon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations
of Deep Neural Network Explanations},
journal = {CoRR},
volume = {abs/2211.12486},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12486},
doi = {10.48550/ARXIV.2211.12486},
eprinttype = {arXiv},
eprint = {2211.12486},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-17174,
author = {Frederik Pahde and
Galip {\"{U}}mit Yolcu and
Alexander Binder and
Wojciech Samek and
Sebastian Lapuschkin},
title = {Optimizing Explanations by Network Canonization and Hyperparameter
Search},
journal = {CoRR},
volume = {abs/2211.17174},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.17174},
doi = {10.48550/ARXIV.2211.17174},
eprinttype = {arXiv},
eprint = {2211.17174},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-17174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jlap/HennickerKM21,
author = {Rolf Hennicker and
Alexander Knapp and
Alexandre Madeira},
title = {Observational interpretations of hybrid dynamic logic with binders
and silent transitions},
journal = {J. Log. Algebraic Methods Program.},
volume = {122},
pages = {100698},
year = {2021},
url = {https://doi.org/10.1016/j.jlamp.2021.100698},
doi = {10.1016/J.JLAMP.2021.100698},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jlap/HennickerKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BinderBHWHHISHD21,
author = {Alexander Binder and
Michael Bockmayr and
Miriam H{\"{a}}gele and
Stephan Wienert and
Daniel Heim and
Katharina Hellweg and
Masaru Ishii and
Albrecht Stenzinger and
Andreas Hocke and
Carsten Denkert and
Klaus{-}Robert M{\"{u}}ller and
Frederick Klauschen},
title = {Morphological and molecular breast cancer profiling through explainable
machine learning},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {4},
pages = {355--366},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00303-4},
doi = {10.1038/S42256-021-00303-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BinderBHWHHISHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YeomSLBWMS21,
author = {Seul{-}Ki Yeom and
Philipp Seegerer and
Sebastian Lapuschkin and
Alexander Binder and
Simon Wiedemann and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Pruning by explaining: {A} novel criterion for deep neural network
pruning},
journal = {Pattern Recognit.},
volume = {115},
pages = {107899},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2021.107899},
doi = {10.1016/J.PATCOG.2021.107899},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YeomSLBWMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11589,
author = {Rasha U. Abbasi and
Markus Ackermann and
Jenni Adams and
Juan Antonio Aguilar S{\'{a}}nchez and
Markus Ahlers and
Markus Ahrens and
Cyril Martin Alispach and
Antonio Augusto Alves Jr. and
Najia Moureen Amin and
Rui An and
Karen Andeen and
Tyler Anderson and
I. Ansseau and
Gisela Anton and
Carlos A. Arg{\"{u}}elles and
Spencer Axani and
Xinhua Bai and
Aswathi Balagopal V. and
Anastasia Maria Barbano and
Steven W. Barwick and
Benjamin Bastian and
Vedant Basu and
Volker Baum and
S. Baur and
Ryan Bay and
James J. Beatty and
Karl{-}Heinz Becker and
Julia K. Becker Tjus and
Chiara Bellenghi and
Segev BenZvi and
David Berley and
Elisa Bernardini and
David Z. Besson and
Gary Binder and
Daniel Bindig and
Erik Blaufuss and
Summer Blot and
Sebastian B{\"{o}}ser and
Olga Botner and
Jakob B{\"{o}}ttcher and
Etienne Bourbeau and
J. Bourbeau and
Federica Bradascio and
J. Braun and
Stephanie Bron and
Jannes Brostean{-}Kaiser and
Alexander Burgman and
Raffaela S. Busse and
Michael A. Campana and
Chujie Chen and
Dmitry Chirkin and
S. Choi and
B. A. Clark and
Ken Clark and
Lew Classen and
Alan Coleman and
Gabriel H. Collin and
Janet Marie Conrad and
Paul Coppin and
Pablo Correa and
Doug F. Cowen and
R. Cross and
Pranav Dave and
Catherine De Clercq and
James DeLaunay and
Hans Dembinski and
Kunal Deoskar and
Sam De Ridder and
Abhishek Desai and
Paolo Desiati and
Krijn D. de Vries and
Gwenha{\"{e}}l de Wasseige and
Meike de With and
Tyce DeYoung and
Sukeerthi Dharani and
Alejandro Diaz and
Juan Carlos D{\'{\i}}az{-}V{\'{e}}lez and
Hrvoje Dujmovic and
Matthew Dunkman and
Michael A. DuVernois and
Emily Dvorak and
Thomas Ehrhardt and
Philipp Eller and
Ralph Engel and
John Evans and
Paul A. Evenson and
S. Fahey and
Ali R. Fazely and
Sebastian Fiedlschuster and
Aaron Fienberg and
Kirill Filimonov and
Chad Finley and
Leander Fischer and
Derek Fox and
Anna Franckowiak and
Elizabeth Friedman and
Alexander Fritz and
Philipp F{\"{u}}rst and
Thomas K. Gaisser and
Joseph S. Gallagher and
Erik Ganster and
Simone Garrappa},
title = {A Convolutional Neural Network based Cascade Reconstruction for the
IceCube Neutrino Observatory},
journal = {CoRR},
volume = {abs/2101.11589},
year = {2021},
url = {https://arxiv.org/abs/2101.11589},
eprinttype = {arXiv},
eprint = {2101.11589},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13497,
author = {Vignesh Srinivasan and
Nils Strodthoff and
Jackie Ma and
Alexander Binder and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based
Analysis of Diabetic Retinopathy},
journal = {CoRR},
volume = {abs/2106.13497},
year = {2021},
url = {https://arxiv.org/abs/2106.13497},
eprinttype = {arXiv},
eprint = {2106.13497},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12357,
author = {Yi Xiang Marcus Tan and
Penny Chong and
Jiamei Sun and
Ngai{-}Man Cheung and
Yuval Elovici and
Alexander Binder},
title = {Towards {A} Conceptually Simple Defensive Approach for Few-shot classifiers
Against Adversarial Support Samples},
journal = {CoRR},
volume = {abs/2110.12357},
year = {2021},
url = {https://arxiv.org/abs/2110.12357},
eprinttype = {arXiv},
eprint = {2110.12357},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ChongEB20,
author = {Penny Chong and
Yuval Elovici and
Alexander Binder},
title = {User Authentication Based on Mouse Dynamics Using Deep Neural Networks:
{A} Comprehensive Study},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {15},
pages = {1086--1101},
year = {2020},
url = {https://doi.org/10.1109/TIFS.2019.2930429},
doi = {10.1109/TIFS.2019.2930429},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/ChongEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aft/HomoliakBHHBS20,
author = {Ivan Homoliak and
Dominik Breitenbacher and
Ondrej Hujnak and
Pieter H. Hartel and
Alexander Binder and
Pawel Szalachowski},
title = {SmartOTPs: An Air-Gapped 2-Factor Authentication for Smart-Contract
Wallets},
booktitle = {{AFT} '20: 2nd {ACM} Conference on Advances in Financial Technologies,
New York, NY, USA, October 21-23, 2020},
pages = {145--162},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3419614.3423257},
doi = {10.1145/3419614.3423257},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aft/HomoliakBHHBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KohNTYB20,
author = {Jing Yu Koh and
Duc Thanh Nguyen and
Quang{-}Trung Truong and
Sai{-}Kit Yeung and
Alexander Binder},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {SideInfNet: {A} Deep Neural Network for Semi-Automatic Semantic Segmentation
with Side Information},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {12369},
pages = {103--118},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58586-0\_7},
doi = {10.1007/978-3-030-58586-0\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KohNTYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RuffVGBMMK20,
author = {Lukas Ruff and
Robert A. Vandermeulen and
Nico G{\"{o}}rnitz and
Alexander Binder and
Emmanuel M{\"{u}}ller and
Klaus{-}Robert M{\"{u}}ller and
Marius Kloft},
title = {Deep Semi-Supervised Anomaly Detection},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HkgH0TEYwH},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RuffVGBMMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GohLWSB20,
author = {Gary S. W. Goh and
Sebastian Lapuschkin and
Leander Weber and
Wojciech Samek and
Alexander Binder},
title = {Understanding Integrated Gradients with SmoothTaylor for Deep Neural
Network Attribution},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {4949--4956},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9413242},
doi = {10.1109/ICPR48806.2021.9413242},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/GohLWSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SunLSZCB20,
author = {Jiamei Sun and
Sebastian Lapuschkin and
Wojciech Samek and
Yunqing Zhao and
Ngai{-}Man Cheung and
Alexander Binder},
title = {Explanation-Guided Training for Cross-Domain Few-Shot Classification},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {7609--7616},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412941},
doi = {10.1109/ICPR48806.2021.9412941},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/SunLSZCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TanEB20,
author = {Yi Xiang Marcus Tan and
Yuval Elovici and
Alexander Binder},
title = {Adaptive Noise Injection for Training Stochastic Student Networks
from Deterministic Teachers},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {7587--7594},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412385},
doi = {10.1109/ICPR48806.2021.9412385},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/TanEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChongRKB20,
author = {Penny Chong and
Lukas Ruff and
Marius Kloft and
Alexander Binder},
title = {Simple and Effective Prevention of Mode Collapse in Deep One-Class
Classification},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207209},
doi = {10.1109/IJCNN48605.2020.9207209},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChongRKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Kohlbrenner0NBS20,
author = {Maximilian Kohlbrenner and
Alexander Bauer and
Shinichi Nakajima and
Alexander Binder and
Wojciech Samek and
Sebastian Lapuschkin},
title = {Towards Best Practice in Explaining Neural Network Decisions with
{LRP}},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206975},
doi = {10.1109/IJCNN48605.2020.9206975},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Kohlbrenner0NBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcqmc/BinderF020,
author = {Nikolaus Binder and
Sascha Fricke and
Alexander Keller},
editor = {Alexander Keller},
title = {Massively Parallel Path Space Filtering},
booktitle = {Monte Carlo and Quasi-Monte Carlo Methods - {MCQMC} 2020, Oxford,
United Kingdom, August 10-14},
series = {Springer Proceedings in Mathematics and Statistics},
volume = {387},
pages = {149--168},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-98319-2\_7},
doi = {10.1007/978-3-030-98319-2\_7},
timestamp = {Wed, 25 May 2022 15:20:11 +0200},
biburl = {https://dblp.org/rec/conf/mcqmc/BinderF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sysose/BinderFNLPG20,
author = {Christoph Binder and
Michael Fischinger and
Christian Neureiter and
Goran Lastro and
Katharina Polanec and
Jounes{-}Alexander Gross},
title = {Towards a Tool-Based Approach for Dynamically Generating Co-Simulation
Scenarios based on complex Smart Grid System Architectures},
booktitle = {15th {IEEE} International Conference of System of Systems Engineering,
SoSE 2020, Budapest, Hungary, June 2-4, 2020},
pages = {199--204},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SoSE50414.2020.9130514},
doi = {10.1109/SOSE50414.2020.9130514},
timestamp = {Thu, 16 Jul 2020 18:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sysose/BinderFNLPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/SeegererBSBAJKM20,
author = {Philipp Seegerer and
Alexander Binder and
Ren{\'{e}} Saitenmacher and
Michael Bockmayr and
Maximilian Alber and
Philipp Jurmeister and
Frederick Klauschen and
Klaus{-}Robert M{\"{u}}ller},
title = {Interpretable Deep Neural Network to Predict Estrogen Receptor Status
from Haematoxylin-Eosin Images},
booktitle = {{AI} and {ML} for Digital Pathology},
pages = {16--37},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50402-1\_2},
doi = {10.1007/978-3-030-50402-1\_2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/SeegererBSBAJKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01037,
author = {Jiamei Sun and
Sebastian Lapuschkin and
Wojciech Samek and
Alexander Binder},
title = {Understanding Image Captioning Models beyond Visualizing Attention},
journal = {CoRR},
volume = {abs/2001.01037},
year = {2020},
url = {http://arxiv.org/abs/2001.01037},
eprinttype = {arXiv},
eprint = {2001.01037},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08873,
author = {Penny Chong and
Lukas Ruff and
Marius Kloft and
Alexander Binder},
title = {Simple and Effective Prevention of Mode Collapse in Deep One-Class
Classification},
journal = {CoRR},
volume = {abs/2001.08873},
year = {2020},
url = {https://arxiv.org/abs/2001.08873},
eprinttype = {arXiv},
eprint = {2001.08873},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02634,
author = {Jing Yu Koh and
Duc Thanh Nguyen and
Quang{-}Trung Truong and
Sai{-}Kit Yeung and
Alexander Binder},
title = {SideInfNet: {A} Deep Neural Network for Semi-Automatic Semantic Segmentation
with Side Information},
journal = {CoRR},
volume = {abs/2002.02634},
year = {2020},
url = {https://arxiv.org/abs/2002.02634},
eprinttype = {arXiv},
eprint = {2002.02634},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10484,
author = {Gary S. W. Goh and
Sebastian Lapuschkin and
Leander Weber and
Wojciech Samek and
Alexander Binder},
title = {Understanding Integrated Gradients with SmoothTaylor for Deep Neural
Network Attribution},
journal = {CoRR},
volume = {abs/2004.10484},
year = {2020},
url = {https://arxiv.org/abs/2004.10484},
eprinttype = {arXiv},
eprint = {2004.10484},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08790,
author = {Jiamei Sun and
Sebastian Lapuschkin and
Wojciech Samek and
Yunqing Zhao and
Ngai{-}Man Cheung and
Alexander Binder},
title = {Explanation-Guided Training for Cross-Domain Few-Shot Classification},
journal = {CoRR},
volume = {abs/2007.08790},
year = {2020},
url = {https://arxiv.org/abs/2007.08790},
eprinttype = {arXiv},
eprint = {2007.08790},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10817,
author = {Lin Geng Foo and
Alexander Binder},
title = {Lymphocyte counting - Error Analysis of Regression versus Bounding
Box Detection Approaches},
journal = {CoRR},
volume = {abs/2007.10817},
year = {2020},
url = {https://arxiv.org/abs/2007.10817},
eprinttype = {arXiv},
eprint = {2007.10817},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05577,
author = {Penny Chong and
Yuval Elovici and
Alexander Binder},
title = {Deja vu from the {SVM} Era: Example-based Explanations with Outlier
Detection},
journal = {CoRR},
volume = {abs/2011.05577},
year = {2020},
url = {https://arxiv.org/abs/2011.05577},
eprinttype = {arXiv},
eprint = {2011.05577},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06330,
author = {Yi Xiang Marcus Tan and
Penny Chong and
Jiamei Sun and
Yuval Elovici and
Alexander Binder},
title = {Detection of Adversarial Supports in Few-shot Classifiers Using Feature
Preserving Autoencoders and Self-Similarity},
journal = {CoRR},
volume = {abs/2012.06330},
year = {2020},
url = {https://arxiv.org/abs/2012.06330},
eprinttype = {arXiv},
eprint = {2012.06330},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiTWZB19,
author = {Lei Shi and
Zhiyang Teng and
Le Wang and
Yue Zhang and
Alexander Binder},
title = {DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {6},
pages = {1094--1108},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2854193},
doi = {10.1109/TKDE.2018.2854193},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShiTWZB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/BinderHKOS19,
author = {Markus Binder and
Bernd Heinrich and
Mathias Klier and
Andreas Alexander Obermeier and
Alexander Schiller},
editor = {Jan vom Brocke and
Shirley Gregor and
Oliver M{\"{u}}ller},
title = {Explaining the Stars: Aspect-based Sentiment Analysis of Online Customer
Reviews},
booktitle = {27th European Conference on Information Systems - Information Systems
for a Sharing Society, {ECIS} 2019, Stockholm and Uppsala, Sweden,
June 8-14, 2019},
year = {2019},
url = {https://aisel.aisnet.org/ecis2019\_rp/169},
timestamp = {Wed, 05 Jun 2019 13:01:12 +0200},
biburl = {https://dblp.org/rec/conf/ecis/BinderHKOS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesensors/PribosekZBBMBR19,
author = {Jaka Pribosek and
Markus Zauner and
Jochen Bardong and
Alfred Binder and
Paul Maierhofer and
Alexander Bergmann and
Georg R{\"{o}}hrer},
title = {Vacuum-assisted selective adhesive imprinting for heterogeneous system
integration of {MOEMS} devices : Automated assembly of miniaturized
{PM} sensor},
booktitle = {2019 {IEEE} SENSORS, Montreal, QC, Canada, October 27-30, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SENSORS43011.2019.8956807},
doi = {10.1109/SENSORS43011.2019.8956807},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeesensors/PribosekZBBMBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SunB19,
author = {Jiamei Sun and
Alexander Binder},
title = {Generalized PatternAttribution for Neural Networks with Sigmoid Activations},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--9},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851761},
doi = {10.1109/IJCNN.2019.8851761},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SunB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TanIHEB19,
author = {Yi Xiang Marcus Tan and
Alfonso Iacovazzi and
Ivan Homoliak and
Yuval Elovici and
Alexander Binder},
title = {Adversarial Attacks on Remote User Authentication Using Behavioural
Mouse Dynamics},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852414},
doi = {10.1109/IJCNN.2019.8852414},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TanIHEB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/HuiB19,
author = {Lucas Y. W. Hui and
Alexander Binder},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {BatchNorm Decomposition for Deep Neural Network Interpretation},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11507},
pages = {280--291},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20518-8\_24},
doi = {10.1007/978-3-030-20518-8\_24},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/HuiB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sysose/BinderGNL19,
author = {Christoph Binder and
Jounes{-}Alexander Gross and
Christian Neureiter and
Goran Lastro},
title = {Investigating Emergent Behavior caused by Electric Vehicles in the
Smart Grid using Co-Simulation},
booktitle = {14th Annual Conference System of Systems Engineering, SoSE 2019, Anchorage,
AK, USA, May 19-22, 2019},
pages = {230--235},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SYSOSE.2019.8753861},
doi = {10.1109/SYSOSE.2019.8753861},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/sysose/BinderGNL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tap/HennickerKMM19,
author = {Rolf Hennicker and
Alexander Knapp and
Alexandre Madeira and
Felix Mindt},
editor = {Lu{\'{\i}}s Soares Barbosa and
Alexandru Baltag},
title = {Behavioural and Abstractor Specifications for a Dynamic Logic with
Binders and Silent Transitions},
booktitle = {Dynamic Logic. New Trends and Applications - Second International
Workshop, DaL{\'{\i}} 2019, Porto, Portugal, October 7-11, 2019,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12005},
pages = {19--34},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-38808-9\_2},
doi = {10.1007/978-3-030-38808-9\_2},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tap/HennickerKMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/MontavonBLSM19,
author = {Gr{\'{e}}goire Montavon and
Alexander Binder and
Sebastian Lapuschkin and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller},
editor = {Wojciech Samek and
Gr{\'{e}}goire Montavon and
Andrea Vedaldi and
Lars Kai Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {Layer-Wise Relevance Propagation: An Overview},
booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning},
series = {Lecture Notes in Computer Science},
volume = {11700},
pages = {193--209},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28954-6\_10},
doi = {10.1007/978-3-030-28954-6\_10},
timestamp = {Fri, 09 Apr 2021 18:19:01 +0200},
biburl = {https://dblp.org/rec/series/lncs/MontavonBLSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-05423,
author = {Nikolaus Binder and
Alexander Keller},
title = {Massively Parallel Construction of Radix Tree Forests for the Efficient
Sampling of Discrete Probability Distributions},
journal = {CoRR},
volume = {abs/1901.05423},
year = {2019},
url = {http://arxiv.org/abs/1901.05423},
eprinttype = {arXiv},
eprint = {1901.05423},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-05423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05942,
author = {Nikolaus Binder and
Sascha Fricke and
Alexander Keller},
title = {Massively Parallel Path Space Filtering},
journal = {CoRR},
volume = {abs/1902.05942},
year = {2019},
url = {http://arxiv.org/abs/1902.05942},
eprinttype = {arXiv},
eprint = {1902.05942},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10178,
author = {Sebastian Lapuschkin and
Stephan W{\"{a}}ldchen and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller},
title = {Unmasking Clever Hans Predictors and Assessing What Machines Really
Learn},
journal = {CoRR},
volume = {abs/1902.10178},
year = {2019},
url = {http://arxiv.org/abs/1902.10178},
eprinttype = {arXiv},
eprint = {1902.10178},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11831,
author = {Yi Xiang Marcus Tan and
Alfonso Iacovazzi and
Ivan Homoliak and
Yuval Elovici and
Alexander Binder},
title = {Adversarial Attacks on Remote User Authentication Using Behavioural
Mouse Dynamics},
journal = {CoRR},
volume = {abs/1905.11831},
year = {2019},
url = {http://arxiv.org/abs/1905.11831},
eprinttype = {arXiv},
eprint = {1905.11831},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02694,
author = {Lukas Ruff and
Robert A. Vandermeulen and
Nico G{\"{o}}rnitz and
Alexander Binder and
Emmanuel M{\"{u}}ller and
Klaus{-}Robert M{\"{u}}ller and
Marius Kloft},
title = {Deep Semi-Supervised Anomaly Detection},
journal = {CoRR},
volume = {abs/1906.02694},
year = {2019},
url = {http://arxiv.org/abs/1906.02694},
eprinttype = {arXiv},
eprint = {1906.02694},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06943,
author = {Miriam H{\"{a}}gele and
Philipp Seegerer and
Sebastian Lapuschkin and
Michael Bockmayr and
Wojciech Samek and
Frederick Klauschen and
Klaus{-}Robert M{\"{u}}ller and
Alexander Binder},
title = {Resolving challenges in deep learning-based analyses of histopathological
images using explanation methods},
journal = {CoRR},
volume = {abs/1908.06943},
year = {2019},
url = {http://arxiv.org/abs/1908.06943},
eprinttype = {arXiv},
eprint = {1908.06943},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09840,
author = {Maximilian Kohlbrenner and
Alexander Bauer and
Shinichi Nakajima and
Alexander Binder and
Wojciech Samek and
Sebastian Lapuschkin},
title = {Towards best practice in explaining neural network decisions with
{LRP}},
journal = {CoRR},
volume = {abs/1910.09840},
year = {2019},
url = {http://arxiv.org/abs/1910.09840},
eprinttype = {arXiv},
eprint = {1910.09840},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03609,
author = {Yi Xiang Marcus Tan and
Yuval Elovici and
Alexander Binder},
title = {Exploring the Back Alleys: Analysing The Robustness of Alternative
Neural Network Architectures against Adversarial Attacks},
journal = {CoRR},
volume = {abs/1912.03609},
year = {2019},
url = {http://arxiv.org/abs/1912.03609},
eprinttype = {arXiv},
eprint = {1912.03609},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SeitingerRLBA18,
author = {Alexander Seitinger and
Andrea Rappelsberger and
Harald Leitich and
Michael Binder and
Klaus{-}Peter Adlassnig},
title = {Executable medical guidelines with Arden Syntax - Applications in
dermatology and obstetrics},
journal = {Artif. Intell. Medicine},
volume = {92},
pages = {71--81},
year = {2018},
url = {https://doi.org/10.1016/j.artmed.2016.08.003},
doi = {10.1016/J.ARTMED.2016.08.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SeitingerRLBA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mma/BorkowskiBKPS18,
author = {Boleslaw Borkowski and
Zbigniew Binderman and
Ryszard Kozera and
Alexander N. Prokopenya and
Wieslaw Szczesny},
title = {On Mathematical modelling of Synthetic Measures},
journal = {Math. Model. Anal.},
volume = {23},
number = {4},
pages = {699--711},
year = {2018},
url = {https://doi.org/10.3846/mma.2018.042},
doi = {10.3846/MMA.2018.042},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mma/BorkowskiBKPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FengTNKYBY18,
author = {Tian Feng and
Quang{-}Trung Truong and
Duc Thanh Nguyen and
Jing Yu Koh and
Lap{-}Fai Yu and
Alexander Binder and
Sai{-}Kit Yeung},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Urban Zoning Using Higher-Order Markov Random Fields on Multi-View
Imagery Data},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {11212},
pages = {627--644},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01237-3\_38},
doi = {10.1007/978-3-030-01237-3\_38},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/FengTNKYBY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fire/MondalHB18,
author = {Soumik Mondal and
Athul Harilal and
Alexander Binder},
editor = {Parth Mehta and
Paolo Rosso and
Prasenjit Majumder and
Mandar Mitra},
title = {Corplab INLI@FIRE-2018: Identification of Indian Native Language using
Pairwise Coupling},
booktitle = {Working Notes of {FIRE} 2018 - Forum for Information Retrieval Evaluation,
Gandhinagar, India, December 6-9, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2266},
pages = {77--81},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2266/T2-5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:29 +0100},
biburl = {https://dblp.org/rec/conf/fire/MondalHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RuffGDSVBMK18,
author = {Lukas Ruff and
Nico G{\"{o}}rnitz and
Lucas Deecke and
Shoaib Ahmed Siddiqui and
Robert A. Vandermeulen and
Alexander Binder and
Emmanuel M{\"{u}}ller and
Marius Kloft},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Deep One-Class Classification},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4390--4399},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/ruff18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/RuffGDSVBMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/Binder018,
author = {Nikolaus Binder and
Alexander Keller},
title = {Fast, high precision ray/fiber intersection using tight, disjoint
bounding volumes},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} 2018, Vancouver, BC, Canada, August 12-16,
2018, Talks},
pages = {38:1--38:2},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3214745.3214805},
doi = {10.1145/3214745.3214805},
timestamp = {Wed, 07 Apr 2021 12:01:35 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/Binder018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/BinderF018,
author = {Nikolaus Binder and
Sascha Fricke and
Alexander Keller},
title = {Fast path space filtering by jittered spatial hashing},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} 2018, Vancouver, BC, Canada, August 12-16,
2018, Talks},
pages = {71:1--71:2},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3214745.3214806},
doi = {10.1145/3214745.3214806},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/BinderF018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/ChongTGEB18,
author = {Penny Chong and
Yi Xiang Marcus Tan and
Juan Guarnizo and
Yuval Elovici and
Alexander Binder},
title = {Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN
Learn?},
booktitle = {2018 {IEEE} Security and Privacy Workshops, {SP} Workshops 2018, San
Francisco, CA, USA, May 24, 2018},
pages = {15--21},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/SPW.2018.00011},
doi = {10.1109/SPW.2018.00011},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sp/ChongTGEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/ToffaliniHHBO18,
author = {Flavio Toffalini and
Ivan Homoliak and
Athul Harilal and
Alexander Binder and
Mart{\'{\i}}n Ochoa},
title = {Detection of Masqueraders Based on Graph Partitioning of File System
Access Events},
booktitle = {2018 {IEEE} Security and Privacy Workshops, {SP} Workshops 2018, San
Francisco, CA, USA, May 24, 2018},
pages = {217--227},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/SPW.2018.00037},
doi = {10.1109/SPW.2018.00037},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/ToffaliniHHBO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vmv/MartinekSBK18,
author = {Magdalena Martinek and
Marc Stamminger and
Nikolaus Binder and
Alexander Keller},
editor = {Fabian Beck and
Carsten Dachsbacher and
Filip Sadlo},
title = {Compressed Bounding Volume Hierarchies for Efficient Ray Tracing of
Disperse Hair},
booktitle = {23rd International Symposium on Vision, Modeling, and Visualization,
{VMV} 2018, Stuttgart, Germany, October 10-12, 2018},
pages = {97--102},
publisher = {Eurographics Association},
year = {2018},
url = {https://doi.org/10.2312/vmv.20181258},
doi = {10.2312/VMV.20181258},
timestamp = {Thu, 16 Jul 2020 15:10:27 +0200},
biburl = {https://dblp.org/rec/conf/vmv/MartinekSBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11178,
author = {Alexander Binder and
Michael Bockmayr and
Miriam H{\"{a}}gele and
Stephan Wienert and
Daniel Heim and
Katharina Hellweg and
Albrecht Stenzinger and
Laura Parlow and
Jan Budczies and
Benjamin Goeppert and
Denise Treue and
Manato Kotani and
Masaru Ishii and
Manfred Dietel and
Andreas Hocke and
Carsten Denkert and
Klaus{-}Robert M{\"{u}}ller and
Frederick Klauschen},
title = {Towards computational fluorescence microscopy: Machine learning-based
integrated prediction of morphological and molecular tumor profiles},
journal = {CoRR},
volume = {abs/1805.11178},
year = {2018},
url = {http://arxiv.org/abs/1805.11178},
eprinttype = {arXiv},
eprint = {1805.11178},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03374,
author = {Nikolaus Binder and
Alexander Keller},
title = {Fast, High Precision Ray/Fiber Intersection using Tight, Disjoint
Bounding Volumes},
journal = {CoRR},
volume = {abs/1811.03374},
year = {2018},
url = {http://arxiv.org/abs/1811.03374},
eprinttype = {arXiv},
eprint = {1811.03374},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03510,
author = {Nikolaus Binder and
Alexander Keller},
title = {Massively Parallel Stackless Ray Tracing of Catmull-Clark Subdivision
Surfaces},
journal = {CoRR},
volume = {abs/1811.03510},
year = {2018},
url = {http://arxiv.org/abs/1811.03510},
eprinttype = {arXiv},
eprint = {1811.03510},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-03598,
author = {Ivan Homoliak and
Dominik Breitenbacher and
Alexander Binder and
Pawel Szalachowski},
title = {An Air-Gapped 2-Factor Authentication for Smart-Contract Wallets},
journal = {CoRR},
volume = {abs/1812.03598},
year = {2018},
url = {http://arxiv.org/abs/1812.03598},
eprinttype = {arXiv},
eprint = {1812.03598},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-03598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/BaumbachBSMCELF17,
author = {Sebastian F. Baumbach and
Jakob Binder and
Alexander Synek and
Fabian G. M{\"{u}}ck and
Yan Chevalier and
Ekkehard Euler and
Georg Langs and
Lukas Fischer},
title = {Analysis of the three-dimensional anatomical variance of the distal
radius using 3D shape models},
journal = {{BMC} Medical Imaging},
volume = {17},
number = {1},
pages = {23:1--23:9},
year = {2017},
url = {https://doi.org/10.1186/s12880-017-0193-9},
doi = {10.1186/S12880-017-0193-9},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcmi/BaumbachBSMCELF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/BaskinSBV17,
author = {Igor I. Baskin and
Vitaly P. Solov'ev and
Alexander A. Bagatur'yants and
Alexandre Varnek},
title = {Predictive cartography of metal binders using generative topographic
mapping},
journal = {J. Comput. Aided Mol. Des.},
volume = {31},
number = {8},
pages = {701--714},
year = {2017},
url = {https://doi.org/10.1007/s10822-017-0033-6},
doi = {10.1007/S10822-017-0033-6},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcamd/BaskinSBV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MontavonLBSM17,
author = {Gr{\'{e}}goire Montavon and
Sebastian Lapuschkin and
Alexander Binder and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller},
title = {Explaining nonlinear classification decisions with deep Taylor decomposition},
journal = {Pattern Recognit.},
volume = {65},
pages = {211--222},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.11.008},
doi = {10.1016/J.PATCOG.2016.11.008},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/MontavonLBSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/BinderSTSFJMSMU17,
author = {Jan M. Binder and
Alexander Stark and
Nikolas Tomek and
Jochen Scheuer and
Florian Frank and
Kay D. Jahnke and
Christoph M{\"{u}}ller and
Simon Schmitt and
Mathias H. Metsch and
Thomas Unden and
Tobias Gehring and
Alexander Huck and
Ulrik L. Andersen and
Lachlan J. Rogers and
Fedor Jelezko},
title = {Qudi: {A} modular python suite for experiment control and data processing},
journal = {SoftwareX},
volume = {6},
pages = {85--90},
year = {2017},
url = {https://doi.org/10.1016/j.softx.2017.02.001},
doi = {10.1016/J.SOFTX.2017.02.001},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/BinderSTSFJMSMU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SamekBMLM17,
author = {Wojciech Samek and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Sebastian Lapuschkin and
Klaus{-}Robert M{\"{u}}ller},
title = {Evaluating the Visualization of What a Deep Neural Network Has Learned},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {11},
pages = {2660--2673},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2599820},
doi = {10.1109/TNNLS.2016.2599820},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SamekBMLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/SunNB17,
author = {Haiyang Sun and
Alexander North and
Walter Binder},
editor = {Jian Lv and
He Jason Zhang and
Mike Hinchey and
Xiao Liu},
title = {Multi-Process Runtime Verification for Android},
booktitle = {24th Asia-Pacific Software Engineering Conference, {APSEC} 2017, Nanjing,
China, December 4-8, 2017},
pages = {701--706},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/APSEC.2017.89},
doi = {10.1109/APSEC.2017.89},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsec/SunNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/SunCTB17,
author = {Jiamei Sun and
Penny Chong and
Yi Xiang Marcus Tan and
Alexander Binder},
editor = {Linda Cappellato and
Nicola Ferro and
Lorraine Goeuriot and
Thomas Mandl},
title = {ImageCLEF 2017: ImageCLEF Tuberculosis Task - the SGEast Submission},
booktitle = {Working Notes of {CLEF} 2017 - Conference and Labs of the Evaluation
Forum, Dublin, Ireland, September 11-14, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1866},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1866/paper\_130.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:41 +0100},
biburl = {https://dblp.org/rec/conf/clef/SunCTB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/KohSMB17,
author = {Jing Yu Koh and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller and
Alexander Binder},
editor = {Volker Roth and
Thomas Vetter},
title = {Object Boundary Detection and Classification with Image-Level Labels},
booktitle = {Pattern Recognition - 39th German Conference, {GCPR} 2017, Basel,
Switzerland, September 12-15, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10496},
pages = {153--164},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66709-6\_13},
doi = {10.1007/978-3-319-66709-6\_13},
timestamp = {Mon, 26 Jun 2023 20:48:30 +0200},
biburl = {https://dblp.org/rec/conf/dagm/KohSMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/SamekBLM17,
author = {Wojciech Samek and
Alexander Binder and
Sebastian Lapuschkin and
Klaus{-}Robert M{\"{u}}ller},
title = {Understanding and Comparing Deep Neural Networks for Age and Gender
Classification},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {1629--1638},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.191},
doi = {10.1109/ICCVW.2017.191},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/SamekBLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07689,
author = {Sebastian Lapuschkin and
Alexander Binder and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Understanding and Comparing Deep Neural Networks for Age and Gender
Classification},
journal = {CoRR},
volume = {abs/1708.07689},
year = {2017},
url = {http://arxiv.org/abs/1708.07689},
eprinttype = {arXiv},
eprint = {1708.07689},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LapuschkinBMMS16,
author = {Sebastian Lapuschkin and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {The {LRP} Toolbox for Artificial Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {114:1--114:5},
year = {2016},
url = {http://jmlr.org/papers/v17/15-618.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LapuschkinBMMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeiBDK16,
author = {Yunwen Lei and
Alexander Binder and
{\"{U}}r{\"{u}}n Dogan and
Marius Kloft},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Localized Multiple Kernel Learning - {A} Convex Approach},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {81--96},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/lei63.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeiBDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LapuschkinBMMS16,
author = {Sebastian Lapuschkin and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Analyzing Classifiers: Fisher Vectors and Deep Neural Networks},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {2912--2920},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.318},
doi = {10.1109/CVPR.2016.318},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LapuschkinBMMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egh/BinderK16,
author = {Nikolaus Binder and
Alexander Keller},
editor = {David Luebke and
Steven Molnar},
title = {Efficient stackless hierarchy traversal on GPUs with backtracking
in constant time},
booktitle = {Proceedings of High Performance Graphics, {HPG} 2016, Dublin, Ireland,
June 20-22, 2016},
pages = {41--50},
publisher = {Eurographics Association},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2977343},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/egh/BinderK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BinderMLMS16,
author = {Alexander Binder and
Gr{\'{e}}goire Montavon and
Sebastian Lapuschkin and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization
Layers},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {63--71},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_8},
doi = {10.1007/978-3-319-44781-0\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BinderMLMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BachBMS16,
author = {Sebastian Bach and
Alexander Binder and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Controlling explanatory heatmap resolution and semantics via decomposition
depth},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {2271--2275},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532763},
doi = {10.1109/ICIP.2016.7532763},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/BachBMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/CatalanoYDBK16,
author = {Enzo Catalano and
Rajko Yasui{-}Sch{\"{o}}ffel and
Ken Dahm and
Nikolaus Binder and
Alexander Keller},
title = {{GI} next: global illumination for production rendering on GPUs},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} '16, Anaheim, CA, USA, July 24-28, 2016, Talks},
pages = {69:1--69:2},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2897839.2927452},
doi = {10.1145/2897839.2927452},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/CatalanoYDBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachBMS16,
author = {Sebastian Bach and
Alexander Binder and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Controlling Explanatory Heatmap Resolution and Semantics via Decomposition
Depth},
journal = {CoRR},
volume = {abs/1603.06463},
year = {2016},
url = {http://arxiv.org/abs/1603.06463},
eprinttype = {arXiv},
eprint = {1603.06463},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachBMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BinderMBMS16,
author = {Alexander Binder and
Gr{\'{e}}goire Montavon and
Sebastian Bach and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Layer-wise Relevance Propagation for Neural Networks with Local Renormalization
Layers},
journal = {CoRR},
volume = {abs/1604.00825},
year = {2016},
url = {http://arxiv.org/abs/1604.00825},
eprinttype = {arXiv},
eprint = {1604.00825},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BinderMBMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KohSMB16,
author = {Jing Yu Koh and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller and
Alexander Binder},
title = {Zero Shot Learning for Semantic Boundary Detection - How Far Can We
Get?},
journal = {CoRR},
volume = {abs/1606.09187},
year = {2016},
url = {http://arxiv.org/abs/1606.09187},
eprinttype = {arXiv},
eprint = {1606.09187},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KohSMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SamekMBLM16,
author = {Wojciech Samek and
Gr{\'{e}}goire Montavon and
Alexander Binder and
Sebastian Lapuschkin and
Klaus{-}Robert M{\"{u}}ller},
title = {Interpreting the Predictions of Complex {ML} Models by Layer-wise
Relevance Propagation},
journal = {CoRR},
volume = {abs/1611.08191},
year = {2016},
url = {http://arxiv.org/abs/1611.08191},
eprinttype = {arXiv},
eprint = {1611.08191},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SamekMBLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/Aartsen15,
author = {Mark G. Aartsen and
Rasha U. Abbasi and
Markus Ackermann and
Jenni Adams and
Juan Antonio Aguilar S{\'{a}}nchez and
Markus Ahlers and
David Altmann and
Carlos A. Arg{\"{u}}elles Delgado and
Jan Auffenberg and
Xinhua Bai and
Michael F. Baker and
Steven W. Barwick and
Volker Baum and
Ryan Bay and
James J. Beatty and
Julia K. Becker Tjus and
Karl{-}Heinz Becker and
Segev BenZvi and
Patrick Berghaus and
David Berley and
Elisa Bernardini and
Anna Bernhard and
David Z. Besson and
G. Binder and
Daniel Bindig and
Martin Bissok and
Erik Blaufuss and
Jan Blumenthal and
David J. Boersma and
Christian Bohm and
Debanjan Bose and
Sebastian B{\"{o}}ser and
Olga Botner and
Lionel Brayeur and
Hans{-}Peter Bretz and
Anthony M. Brown and
Ronald Bruijn and
James Casey and
Martin Casier and
Dmitry Chirkin and
Asen Christov and
Brian John Christy and
Ken Clark and
Lew Classen and
Fabian Clevermann and
Stefan Coenders and
Shirit Cohen and
Doug F. Cowen and
Angel H. Cruz Silva and
Matthias Danninger and
Jacob Daughhetee and
James C. Davis and
Melanie Day and
Catherine De Clercq and
Sam De Ridder and
Paolo Desiati and
Krijn D. de Vries and
Meike de With and
Tyce DeYoung and
Juan Carlos D{\'{\i}}az{-}V{\'{e}}lez and
Matthew Dunkman and
Ryan Eagan and
Benjamin Eberhardt and
Bj{\"{o}}rn Eichmann and
Jonathan Eisch and
Sebastian Euler and
Paul A. Evenson and
Oladipo O. Fadiran and
Ali R. Fazely and
Anatoli Fedynitch and
Jacob Feintzeig and
Tom Feusels and
Kirill Filimonov and
Chad Finley and
Tobias Fischer{-}Wasels and
Samuel Flis and
Anna Franckowiak and
Katharina Frantzen and
Tomasz Fuchs and
Thomas K. Gaisser and
Joseph S. Gallagher and
Lisa Marie Gerhardt and
Laura E. Gladstone and
Thorsten Gl{\"{u}}senkamp and
Azriel Goldschmidt and
Geraldina Golup and
Javier G. Gonz{\'{a}}lez and
Jordan A. Goodman and
Dariusz G{\'{o}}ra and
Dylan T. Grandmont and
Darren Grant and
Pavel Gretskov and
John C. Groh and
Andreas Gro{\ss} and
Chang Hyon Ha and
Abd Al Karim Haj Ismail and
Patrick Hallen and
Allan Hallgren and
Francis Halzen and
Kael D. Hanson and
Dustin Hebecker and
David Heereman and
Dirk Heinen and
Klaus Helbing and
Robert Eugene Hellauer III and
Stephanie Virginia Hickford and
Gary C. Hill and
Kara D. Hoffman and
Ruth Hoffmann and
Andreas Homeier and
Kotoyo Hoshina and
Feifei Huang and
Warren Huelsnitz and
Per Olof Hulth and
Klas Hultqvist and
Shahid Hussain and
Aya Ishihara and
Emanuel Jacobi and
John E. Jacobsen and
Kai Jagielski and
George S. Japaridze and
Kyle Jero and
Ola Jlelati and
Basho Kaminsky and
Alexander Kappes and
Timo Karg and
Albrecht Karle and
Matthew Kauer and
John Lawrence Kelley and
Joanna Kiryluk and
J. Kl{\"{a}}s and
Spencer R. Klein and
Jan{-}Hendrik K{\"{o}}hne and
Georges Kohnen and
Hermann Kolanoski and
Lutz K{\"{o}}pke and
Claudio Kopper and
Sandro Kopper and
D. Jason Koskinen and
Marek Kowalski and
Mark Krasberg and
Anna Kriesten and
Kai Michael Krings and
G{\"{o}}sta Kroll and
Jan Kunnen and
Naoko Kurahashi and
Takao Kuwabara and
Mathieu L. M. Labare and
Hagar Landsman and
Michael James Larson and
Mariola Lesiak{-}Bzdak and
Martin Leuermann and
Julia Leute and
Jan L{\"{u}}nemann and
Oscar A. Mac{\'{\i}}as{-}Ram{\'{\i}}rez and
James Madsen and
Giuliano Maggi and
Reina Maruyama and
Keiichi Mase and
Howard S. Matis and
Frank McNally and
Kevin James Meagher and
Martin Merck and
Gonzalo Merino Ar{\'{e}}valo and
Thomas Meures and
Sandra Miarecki and
Eike Middell and
Natalie Milke and
John Lester Miller and
Lars Mohrmann and
Teresa Montaruli and
Robert M. Morse and
Rolf Nahnhauer and
Uwe Naumann and
Hans Niederhausen and
Sarah C. Nowicki and
David R. Nygren and
Anna Obertacke and
Sirin Odrowski and
Alex Olivas and
Ahmad Omairat and
Aongus Starbuck {\'{O}} Murchadha and
Larissa Paul and
Joshua A. Pepper and
Carlos P{\'{e}}rez de los Heros and
Carl Pfendner and
Damian Pieloth and
Elisa Pinat and
Jonas Posselt and
P. Buford Price and
Gerald T. Przybylski and
Melissa Quinnan and
Leif R{\"{a}}del and
Ian Rae and
Mohamed Rameez and
Katherine Rawlins and
Peter Christian Redl and
Ren{\'{e}} Reimann and
Elisa Resconi and
Wolfgang Rhode and
Mathieu Ribordy and
Michael Richman and
Benedikt Riedel and
J. P. Rodrigues and
Carsten Rott and
Tim Ruhe and
Bakhtiyar Ruzybayev and
Dirk Ryckbosch and
Sabine M. Saba and
Heinz{-}Georg Sander and
Juan Marcos Santander and
Subir Sarkar and
Kai Schatto and
Florian Scheriau and
Torsten Schmidt and
Martin Schmitz and
Sebastian Schoenen and
Sebastian Sch{\"{o}}neberg and
Arne Sch{\"{o}}nwald and
Anne Schukraft and
Lukas Schulte and
David Schultz and
Olaf Schulz and
David Seckel and
Yolanda Sestayo de la Cerra and
Surujhdeo Seunarine and
Rezo Shanidze and
Chris Sheremata and
Miles W. E. Smith and
Dennis Soldin and
Glenn M. Spiczak and
Christian Spiering and
Michael Stamatikos and
Todor Stanev and
Nick A. Stanisha and
Alexander Stasik and
Thorsten Stezelberger and
Robert G. Stokstad and
Achim St{\"{o}}{\ss}l and
Erik A. Strahler and
Rickard Str{\"{o}}m and
Nora Linn Strotjohann and
Gregory W. Sullivan and
Henric Taavola and
Ignacio J. Taboada and
Alessio Tamburro and
Andreas Tepe and
Samvel Ter{-}Antonyan and
Gordana Tesic and
Serap Tilav and
Patrick A. Toale and
Moriah Natasha Tobin and
Simona Toscano and
Maria Tselengidou and
Elisabeth Unger and
Marcel Usner and
Sofia Vallecorsa and
Nick van Eijndhoven and
Arne Van Overloop and
Jakob van Santen and
Markus Vehring and
Markus Voge and
Matthias Vraeghe and
Christian Walck and
Tilo Waldenmaier and
Marius Wallraff and
Christopher N. Weaver and
Mark T. Wellons and
Christopher H. Wendt and
Stefan Westerhoff and
Nathan Whitehorn and
Klaus Wiebe and
Christopher Wiebusch and
Dawn R. Williams and
Henrike Wissing and
Martin Wolf and
Terri R. Wood and
Kurt Woschnagg and
Donglian Xu and
Xianwu Xu and
Juan Pablo Y{\'{a}}{\~{n}}ez Garza and
Gaurang B. Yodh and
Shigeru Yoshida and
Pavel Zarzhitsky and
Jan Ziemann and
Simon Zierke and
Marcel Zoll},
title = {The IceProd framework: Distributed data processing for the IceCube
neutrino observatory},
journal = {J. Parallel Distributed Comput.},
volume = {75},
pages = {198--211},
year = {2015},
url = {https://doi.org/10.1016/j.jpdc.2014.08.001},
doi = {10.1016/J.JPDC.2014.08.001},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/Aartsen15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PorbadnigkGSBBK15,
author = {Anne K. Porbadnigk and
Nico G{\"{o}}rnitz and
Claudia Sannelli and
Alexander Binder and
Mikio L. Braun and
Marius Kloft and
Klaus{-}Robert M{\"{u}}ller},
title = {Extracting latent brain states - Towards true labels in cognitive
neuroscience experiments},
journal = {NeuroImage},
volume = {120},
pages = {225--253},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.05.078},
doi = {10.1016/J.NEUROIMAGE.2015.05.078},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/PorbadnigkGSBBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiBDK15,
author = {Yunwen Lei and
Alexander Binder and
{\"{U}}r{\"{u}}n Dogan and
Marius Kloft},
title = {Theory and Algorithms for the Localized Setting of Learning Kernels},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {173--195},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/LeiBinDogKlo15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeiBDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiDBK15,
author = {Yunwen Lei and
{\"{U}}r{\"{u}}n Dogan and
Alexander Binder and
Marius Kloft},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds
to Novel Algorithms},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2035--2043},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/3a029f04d76d32e79367c4b3255dda4d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeiDBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/BinderK15,
author = {Nikolaus Binder and
Alexander Keller},
title = {Stackless ray tracing of patches from feature-adaptive subdivision
on GPUs},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} '15, Los Angeles, CA, USA, August 9-13, 2015,
Talks Proceedings},
pages = {22:1},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2775280.2792551},
doi = {10.1145/2775280.2792551},
timestamp = {Fri, 12 Mar 2021 10:46:00 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/BinderK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachBMMS15,
author = {Sebastian Bach and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Analyzing Classifiers: Fisher Vectors and Deep Neural Networks},
journal = {CoRR},
volume = {abs/1512.00172},
year = {2015},
url = {http://arxiv.org/abs/1512.00172},
eprinttype = {arXiv},
eprint = {1512.00172},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachBMMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeiBDK15,
author = {Yunwen Lei and
Alexander Binder and
{\"{U}}r{\"{u}}n Dogan and
Marius Kloft},
title = {Localized Multiple Kernel Learning - {A} Convex Approach},
journal = {CoRR},
volume = {abs/1506.04364},
year = {2015},
url = {http://arxiv.org/abs/1506.04364},
eprinttype = {arXiv},
eprint = {1506.04364},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeiBDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeiDBK15,
author = {Yunwen Lei and
{\"{U}}r{\"{u}}n Dogan and
Alexander Binder and
Marius Kloft},
title = {Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds
to Novel Algorithms},
journal = {CoRR},
volume = {abs/1506.04359},
year = {2015},
url = {http://arxiv.org/abs/1506.04359},
eprinttype = {arXiv},
eprint = {1506.04359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeiDBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MontavonBBSM15,
author = {Gr{\'{e}}goire Montavon and
Sebastian Bach and
Alexander Binder and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller},
title = {Explaining NonLinear Classification Decisions with Deep Taylor Decomposition},
journal = {CoRR},
volume = {abs/1512.02479},
year = {2015},
url = {http://arxiv.org/abs/1512.02479},
eprinttype = {arXiv},
eprint = {1512.02479},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MontavonBBSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SamekBMBM15,
author = {Wojciech Samek and
Alexander Binder and
Gr{\'{e}}goire Montavon and
Sebastian Bach and
Klaus{-}Robert M{\"{u}}ller},
title = {Evaluating the visualization of what a Deep Neural Network has learned},
journal = {CoRR},
volume = {abs/1509.06321},
year = {2015},
url = {http://arxiv.org/abs/1509.06321},
eprinttype = {arXiv},
eprint = {1509.06321},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SamekBMBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GornitzPBSBMK14,
author = {Nico G{\"{o}}rnitz and
Anne Porbadnigk and
Alexander Binder and
Claudia Sannelli and
Mikio L. Braun and
Klaus{-}Robert M{\"{u}}ller and
Marius Kloft},
title = {Learning and Evaluation in Presence of Non-i.i.d. Label Noise},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {293--302},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/gornitz14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GornitzPBSBMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bci3/PorbadnigkGSBBK14,
author = {Anne K. Porbadnigk and
Nico G{\"{o}}rnitz and
Claudia Sannelli and
Alexander Binder and
Mikio L. Braun and
Marius Kloft and
Klaus{-}Robert M{\"{u}}ller},
title = {When brain and behavior disagree: Tackling systematic label noise
in {EEG} data with machine learning},
booktitle = {2014 International Winter Workshop on Brain-Computer Interface, {BCI}
2014, Gangwon Province, Korea (South), February 17-19, 2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/iww-BCI.2014.6782561},
doi = {10.1109/IWW-BCI.2014.6782561},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bci3/PorbadnigkGSBBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth2/SeitingerFARWAB14,
author = {Alexander Seitinger and
Karsten Fehre and
Klaus{-}Peter Adlassnig and
Andrea Rappelsberger and
Elisabeth Wurm and
Elisabeth Aberer and
Michael Binder},
editor = {Alexander H{\"{o}}rbst and
Dieter Hayn and
G{\"{u}}nter Schreier and
Elske Ammenwerth},
title = {An Arden-Syntax-Based Clinical Decision Support Framework for Medical
Guidelines - Lyme Borreliosis as an Example},
booktitle = {Health Informatics Meets eHealth - Outcomes Research: The Benefit
of Health-IT, eHealth2014, Vienna, Austria, April 22-23, 2014},
series = {Studies in Health Technology and Informatics},
volume = {198},
pages = {125--132},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-397-1-125},
doi = {10.3233/978-1-61499-397-1-125},
timestamp = {Mon, 14 Mar 2022 17:10:13 +0100},
biburl = {https://dblp.org/rec/conf/ehealth2/SeitingerFARWAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipin/BeckerBER14,
author = {Daniel Becker and
Alexander Binder and
Jens Einsiedler and
Ilja Radusch},
title = {Multi-modal identification and tracking of vehicles in partially observed
environments},
booktitle = {2014 International Conference on Indoor Positioning and Indoor Navigation,
{IPIN} 2014, Busan, South Korea, October 27-30, 2014},
pages = {77--86},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IPIN.2014.7275470},
doi = {10.1109/IPIN.2014.7275470},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipin/BeckerBER14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcqmc/KellerDB14,
author = {Alexander Keller and
Ken Dahm and
Nikolaus Binder},
editor = {Ronald Cools and
Dirk Nuyens},
title = {Path Space Filtering},
booktitle = {Monte Carlo and Quasi-Monte Carlo Methods, {MCQMC} 2014, Leuven, Belgium,
April 2014},
series = {Springer Proceedings in Mathematics and Statistics},
volume = {163},
pages = {423--436},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-33507-0\_21},
doi = {10.1007/978-3-319-33507-0\_21},
timestamp = {Mon, 03 Jan 2022 22:19:41 +0100},
biburl = {https://dblp.org/rec/conf/mcqmc/KellerDB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/GautronDWKKBD14,
author = {Pascal Gautron and
Marc Droske and
Carsten W{\"{a}}chter and
Lutz Kettner and
Alexander Keller and
Nikolaus Binder and
Ken Dahm},
title = {Path space similarity determined by Fourier histogram descriptors},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} '14, Vancouver, Canada, August 10-14, 2014,
Talks Proceedings},
pages = {39:1},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2614106.2614117},
doi = {10.1145/2614106.2614117},
timestamp = {Fri, 12 Mar 2021 10:44:07 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/GautronDWKKBD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/KellerDB14,
author = {Alexander Keller and
Ken Dahm and
Nikolaus Binder},
title = {Path space filtering},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} '14, Vancouver, Canada, August 10-14, 2014,
Talks Proceedings},
pages = {68:1},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2614106.2614149},
doi = {10.1145/2614106.2614149},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/KellerDB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/KellerBW14,
author = {Alexander Keller and
Nikolaus Binder and
Carsten W{\"{a}}chter},
editor = {Gerhard Larcher and
Friedrich Pillichshammer and
Arne Winterhof and
Chaoping Xing},
title = {Construction of a rank-1 lattice sequence based on primitive polynomials},
booktitle = {Applied Algebra and Number Theory},
number = {Theory},
pages = {204--215},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781139696456.013},
doi = {10.1017/CBO9781139696456.013},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/cu/p/KellerBW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/cogtech/BinderSMK14,
author = {Alexander Binder and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
editor = {Wolfgang Wahlster and
Hans{-}Joachim Grallert and
Stefan Wess and
Hermann Friedrich and
Thomas Widenka},
title = {Machine Learning for Visual Concept Recognition and Ranking for Images},
booktitle = {Towards the Internet of Services: The {THESEUS} Research Program},
series = {Cognitive Technologies},
pages = {211--223},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06755-1\_17},
doi = {10.1007/978-3-319-06755-1\_17},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/cogtech/BinderSMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Binder13,
author = {Alexander Binder},
title = {Bag of Machine Learning Concepts for Visual Concept Recognition in
Images},
school = {Berlin Institute of Technology},
year = {2013},
url = {http://opus.kobv.de/tuberlin/volltexte/2013/3910/},
urn = {urn:nbn:de:kobv:83-opus-39107},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Binder13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/BinderSMK13,
author = {Alexander Binder and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
title = {Enhanced representation and multi-task learning for image annotation},
journal = {Comput. Vis. Image Underst.},
volume = {117},
number = {5},
pages = {466--478},
year = {2013},
url = {https://doi.org/10.1016/j.cviu.2012.09.006},
doi = {10.1016/J.CVIU.2012.09.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/BinderSMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SamekBM13,
author = {Wojciech Samek and
Alexander Binder and
Klaus{-}Robert M{\"{u}}ller},
title = {Multiple Kernel Learning for Brain-Computer Interfacing},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {7048--7051},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6611181},
doi = {10.1109/EMBC.2013.6611181},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/SamekBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipin/BeckerESBR13,
author = {Daniel Becker and
Jens Einsiedler and
Bernd Sch{\"{a}}ufele and
Alexander Binder and
Ilja Radusch},
title = {Identification of vehicle tracks and association to wireless endpoints
by multiple sensor modalities},
booktitle = {International Conference on Indoor Positioning and Indoor Navigation,
{IPIN} 2013, Montbeliard, France, October 28-31, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IPIN.2013.6817878},
doi = {10.1109/IPIN.2013.6817878},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipin/BeckerESBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/StattWVB13,
author = {Antonia Statt and
Alexander Winkler and
Peter Virnau and
Kurt Binder},
editor = {Wolfgang E. Nagel and
Dietmar Kr{\"{o}}ner and
Michael M. Resch},
title = {Phase Separation of Colloid Polymer Mixtures Under Confinement},
booktitle = {High Performance Computing in Science and Engineering '13, Transactions
of the High Performance Computing Center, Stuttgart {(HLRS)} 2013},
pages = {19--31},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02165-2\_2},
doi = {10.1007/978-3-319-02165-2\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/StattWVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AartsenA13,
author = {Mark G. Aartsen and
Rasha U. Abbasi and
Markus Ackermann and
Jenni Adams and
Juan Antonio Aguilar S{\'{a}}nchez and
Markus Ahlers and
David Altmann and
Carlos A. Arg{\"{u}}elles Delgado and
Jan Auffenberg and
Xinhua Bai and
Michael F. Baker and
Steven W. Barwick and
Volker Baum and
Ryan Bay and
James J. Beatty and
Julia K. Becker Tjus and
Karl{-}Heinz Becker and
Segev BenZvi and
Patrick Berghaus and
David Berley and
Elisa Bernardini and
Anna Bernhard and
David Z. Besson and
G. Binder and
Daniel Bindig and
Martin Bissok and
Erik Blaufuss and
Jan Blumenthal and
David J. Boersma and
Christian Bohm and
Debanjan Bose and
Sebastian B{\"{o}}ser and
Olga Botner and
Lionel Brayeur and
Hans{-}Peter Bretz and
Anthony M. Brown and
Ronald Bruijn and
James Casey and
Martin Casier and
Dmitry Chirkin and
Asen Christov and
Brian John Christy and
Ken Clark and
Lew Classen and
Fabian Clevermann and
Stefan Coenders and
Shirit Cohen and
Doug F. Cowen and
Angel H. Cruz Silva and
Matthias Danninger and
Jacob Daughhetee and
James C. Davis and
Melanie Day and
Catherine De Clercq and
Sam De Ridder and
Paolo Desiati and
Krijn D. de Vries and
Meike de With and
Tyce DeYoung and
Juan Carlos D{\'{\i}}az{-}V{\'{e}}lez and
Matthew Dunkman and
Ryan Eagan and
Benjamin Eberhardt and
Bj{\"{o}}rn Eichmann and
Jonathan Eisch and
Sebastian Euler and
Paul A. Evenson and
Oladipo O. Fadiran and
Ali R. Fazely and
Anatoli Fedynitch and
Jacob Feintzeig and
Tom Feusels and
Kirill Filimonov and
Chad Finley and
Tobias Fischer{-}Wasels and
Samuel Flis and
Anna Franckowiak and
Katharina Frantzen and
Tomasz Fuchs and
Thomas K. Gaisser and
Joseph S. Gallagher and
Lisa Marie Gerhardt and
Laura E. Gladstone and
Thorsten Gl{\"{u}}senkamp and
Azriel Goldschmidt and
Geraldina Golup and
Javier G. Gonz{\'{a}}lez and
Jordan A. Goodman and
Dariusz G{\'{o}}ra and
Dylan T. Grandmont and
Darren Grant and
Pavel Gretskov and
John C. Groh and
Andreas Gro{\ss} and
Chang Hyon Ha and
Abd Al Karim Haj Ismail and
Patrick Hallen and
Allan Hallgren and
Francis Halzen and
Kael D. Hanson and
Dustin Hebecker and
David Heereman and
Dirk Heinen and
Klaus Helbing and
Robert Eugene Hellauer III and
Stephanie Virginia Hickford and
Gary C. Hill and
Kara D. Hoffman and
Ruth Hoffmann and
Andreas Homeier and
Kotoyo Hoshina and
Feifei Huang and
Warren Huelsnitz and
Per Olof Hulth and
Klas Hultqvist and
Shahid Hussain and
Aya Ishihara and
Emanuel Jacobi and
John E. Jacobsen and
Kai Jagielski and
George S. Japaridze and
Kyle Jero and
Ola Jlelati and
Basho Kaminsky and
Alexander Kappes and
Timo Karg and
Albrecht Karle and
Matthew Kauer and
John Lawrence Kelley and
Joanna Kiryluk and
J. Kl{\"{a}}s and
Spencer R. Klein and
Jan{-}Hendrik K{\"{o}}hne and
Georges Kohnen and
Hermann Kolanoski and
Lutz K{\"{o}}pke and
Claudio Kopper and
Sandro Kopper and
D. Jason Koskinen and
Marek Kowalski and
Mark Krasberg and
Anna Kriesten and
Kai Michael Krings and
G{\"{o}}sta Kroll and
Jan Kunnen and
Naoko Kurahashi and
Takao Kuwabara and
Mathieu L. M. Labare and
Hagar Landsman and
Michael James Larson and
Mariola Lesiak{-}Bzdak and
Martin Leuermann and
Julia Leute and
Jan L{\"{u}}nemann and
Oscar A. Mac{\'{\i}}as{-}Ram{\'{\i}}rez and
James Madsen and
Giuliano Maggi and
Reina Maruyama and
Keiichi Mase and
Howard S. Matis and
Frank McNally and
Kevin James Meagher and
Martin Merck and
Gonzalo Merino Ar{\'{e}}valo and
Thomas Meures and
Sandra Miarecki and
Eike Middell and
Natalie Milke and
John Lester Miller and
Lars Mohrmann and
Teresa Montaruli and
Robert M. Morse and
Rolf Nahnhauer and
Uwe Naumann and
Hans Niederhausen and
Sarah C. Nowicki and
David R. Nygren and
Anna Obertacke and
Sirin Odrowski and
Alex Olivas and
Ahmad Omairat and
Aongus Starbuck {\'{O}} Murchadha and
Larissa Paul and
Joshua A. Pepper and
Carlos P{\'{e}}rez de los Heros and
Carl Pfendner and
Damian Pieloth and
Elisa Pinat and
Jonas Posselt and
P. Buford Price and
Gerald T. Przybylski and
Melissa Quinnan and
Leif R{\"{a}}del and
Ian Rae and
Mohamed Rameez and
Katherine Rawlins and
Peter Christian Redl and
Ren{\'{e}} Reimann and
Elisa Resconi and
Wolfgang Rhode and
Mathieu Ribordy and
Michael Richman and
Benedikt Riedel and
J. P. Rodrigues and
Carsten Rott and
Tim Ruhe and
Bakhtiyar Ruzybayev and
Dirk Ryckbosch and
Sabine M. Saba and
Heinz{-}Georg Sander and
Juan Marcos Santander and
Subir Sarkar and
Kai Schatto and
Florian Scheriau and
Torsten Schmidt and
Martin Schmitz and
Sebastian Schoenen and
Sebastian Sch{\"{o}}neberg and
Arne Sch{\"{o}}nwald and
Anne Schukraft and
Lukas Schulte and
David Schultz and
Olaf Schulz and
David Seckel and
Yolanda Sestayo de la Cerra and
Surujhdeo Seunarine and
Rezo Shanidze and
Chris Sheremata and
Miles W. E. Smith and
Dennis Soldin and
Glenn M. Spiczak and
Christian Spiering and
Michael Stamatikos and
Todor Stanev and
Nick A. Stanisha and
Alexander Stasik and
Thorsten Stezelberger and
Robert G. Stokstad and
Achim St{\"{o}}{\ss}l and
Erik A. Strahler and
Rickard Str{\"{o}}m and
Nora Linn Strotjohann and
Gregory W. Sullivan and
Henric Taavola and
Ignacio J. Taboada and
Alessio Tamburro and
Andreas Tepe and
Samvel Ter{-}Antonyan and
Gordana Tesic and
Serap Tilav and
Patrick A. Toale and
Moriah Natasha Tobin and
Simona Toscano and
Maria Tselengidou and
Elisabeth Unger and
Marcel Usner and
Sofia Vallecorsa and
Nick van Eijndhoven and
Arne Van Overloop and
Jakob van Santen and
Markus Vehring and
Markus Voge and
Matthias Vraeghe and
Christian Walck and
Tilo Waldenmaier and
Marius Wallraff and
Christopher N. Weaver and
Mark T. Wellons and
Christopher H. Wendt and
Stefan Westerhoff and
Nathan Whitehorn and
Klaus Wiebe and
Christopher Wiebusch and
Dawn R. Williams and
Henrike Wissing and
Martin Wolf and
Terri R. Wood and
Kurt Woschnagg and
Donglian Xu and
Xianwu Xu and
Juan Pablo Y{\'{a}}{\~{n}}ez Garza and
Gaurang B. Yodh and
Shigeru Yoshida and
Pavel Zarzhitsky and
Jan Ziemann and
Simon Zierke and
Marcel Zoll},
title = {The IceProd Framework: Distributed Data Processing for the IceCube
Neutrino Observatory},
journal = {CoRR},
volume = {abs/1311.5904},
year = {2013},
url = {http://arxiv.org/abs/1311.5904},
eprinttype = {arXiv},
eprint = {1311.5904},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AartsenA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/BinderMK12,
author = {Alexander Binder and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
title = {On Taxonomies for Multi-class Image Categorization},
journal = {Int. J. Comput. Vis.},
volume = {99},
number = {3},
pages = {281--301},
year = {2012},
url = {https://doi.org/10.1007/s11263-010-0417-8},
doi = {10.1007/S11263-010-0417-8},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/BinderMK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcc/DreuwPBHK12,
author = {Andreas Dreuw and
Matthias A. Polkehn and
Robert Binder and
Alexander Heckel and
Stefan Knippenberg},
title = {Computational design of improved two-photon active caging compounds
based on nitrodibenzofuran},
journal = {J. Comput. Chem.},
volume = {33},
number = {22},
pages = {1797--1805},
year = {2012},
url = {https://doi.org/10.1002/jcc.23007},
doi = {10.1002/JCC.23007},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcc/DreuwPBHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fossacs/KurzST12,
author = {Alexander Kurz and
Tomoyuki Suzuki and
Emilio Tuosto},
editor = {Lars Birkedal},
title = {On Nominal Regular Languages with Binders},
booktitle = {Foundations of Software Science and Computational Structures - 15th
International Conference, {FOSSACS} 2012, Held as Part of the European
Joint Conferences on Theory and Practice of Software, {ETAPS} 2012,
Tallinn, Estonia, March 24 - April 1, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7213},
pages = {255--269},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28729-9\_17},
doi = {10.1007/978-3-642-28729-9\_17},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fossacs/KurzST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/SamekBK11,
author = {Wojciech Samek and
Alexander Binder and
Motoaki Kawanabe},
editor = {Pedro Real and
Daniel D{\'{\i}}az{-}Pernil and
Helena Molina{-}Abril and
Ainhoa Berciano and
Walter G. Kropatsch},
title = {Multi-task Learning via Non-sparse Multiple Kernel Learning},
booktitle = {Computer Analysis of Images and Patterns - 14th International Conference,
{CAIP} 2011, Seville, Spain, August 29-31, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {6854},
pages = {335--342},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23672-3\_41},
doi = {10.1007/978-3-642-23672-3\_41},
timestamp = {Fri, 25 Feb 2022 11:27:49 +0100},
biburl = {https://dblp.org/rec/conf/caip/SamekBK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/BinderSKMMK11,
author = {Alexander Binder and
Wojciech Samek and
Marius Kloft and
Christina M{\"{u}}ller and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
editor = {Vivien Petras and
Pamela Forner and
Paul D. Clough},
title = {The Joint Submission of the {TU} Berlin and Fraunhofer {FIRST} {(TUBFI)}
to the ImageCLEF2011 Photo Annotation Task},
booktitle = {{CLEF} 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011,
Amsterdam, The Netherlands},
series = {{CEUR} Workshop Proceedings},
volume = {1177},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-1177/CLEF2011wn-ImageCLEF-BinderEt2011.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:36 +0100},
biburl = {https://dblp.org/rec/conf/clef/BinderSKMMK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/KawanabeBMW11,
author = {Motoaki Kawanabe and
Alexander Binder and
Christina M{\"{u}}ller and
Wojciech Wojcikiewicz},
title = {Multi-modal visual concept classification of images via Markov random
walk over tags},
booktitle = {{IEEE} Workshop on Applications of Computer Vision {(WACV} 2011),
5-7 January 2011, Kona, HI, {USA}},
pages = {396--401},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WACV.2011.5711531},
doi = {10.1109/WACV.2011.5711531},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/wacv/KawanabeBMW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-3697,
author = {Alexander Binder and
Shinichi Nakajima and
Marius Kloft and
Christina M{\"{u}}ller and
Wojciech Samek and
Ulf Brefeld and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
title = {Insights from Classifying Visual Concepts with Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/1112.3697},
year = {2011},
url = {http://arxiv.org/abs/1112.3697},
eprinttype = {arXiv},
eprint = {1112.3697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-3697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Clouston10,
author = {Ranald Alexander Clouston},
title = {Equational logic for names and binders},
school = {University of Cambridge, {UK}},
year = {2010},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.608390},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Clouston10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SonnenburgRHWBZBBGF10,
author = {S{\"{o}}ren Sonnenburg and
Gunnar R{\"{a}}tsch and
Sebastian Henschel and
Christian Widmer and
Jonas Behr and
Alexander Zien and
Fabio De Bona and
Alexander Binder and
Christian Gehl and
Vojtech Franc},
title = {The {SHOGUN} Machine Learning Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1799--1802},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859911},
doi = {10.5555/1756006.1859911},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SonnenburgRHWBZBBGF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/BinderWMK10,
author = {Alexander Binder and
Wojciech Wojcikiewicz and
Christina M{\"{u}}ller and
Motoaki Kawanabe},
editor = {Ron Kimmel and
Reinhard Klette and
Akihiro Sugimoto},
title = {A Hybrid Supervised-Unsupervised Vocabulary Generation Algorithm for
Visual Concept Recognition},
booktitle = {Computer Vision - {ACCV} 2010 - 10th Asian Conference on Computer
Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected
Papers, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6494},
pages = {95--108},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-19318-7\_8},
doi = {10.1007/978-3-642-19318-7\_8},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/accv/BinderWMK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/WojcikiewiczBK10,
author = {Wojciech Wojcikiewicz and
Alexander Binder and
Motoaki Kawanabe},
title = {Shrinking large visual vocabularies using multi-label agglomerative
information bottleneck},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {3849--3852},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5653575},
doi = {10.1109/ICIP.2010.5653575},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/WojcikiewiczBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WojcikiewiczBK10,
author = {Wojciech Wojcikiewicz and
Alexander Binder and
Motoaki Kawanabe},
title = {Enhancing Image Classification with Class-wise Clustered Vocabularies},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {1060--1063},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.265},
doi = {10.1109/ICPR.2010.265},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/WojcikiewiczBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/BinderKB09,
author = {Alexander Binder and
Motoaki Kawanabe and
Ulf Brefeld},
editor = {Hongbin Zha and
Rin{-}Ichiro Taniguchi and
Stephen J. Maybank},
title = {Efficient Classification of Images with Taxonomies},
booktitle = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision,
Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {5996},
pages = {351--362},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-12297-2\_34},
doi = {10.1007/978-3-642-12297-2\_34},
timestamp = {Wed, 17 Feb 2021 15:51:19 +0100},
biburl = {https://dblp.org/rec/conf/accv/BinderKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/KawanabeNB09,
author = {Motoaki Kawanabe and
Shinichi Nakajima and
Alexander Binder},
editor = {St{\'{e}}phane Marchand{-}Maillet and
Yiannis Kompatsiaris},
title = {A procedure of adaptive kernel combination with kernel-target alignment
for object classification},
booktitle = {Proceedings of the 8th {ACM} International Conference on Image and
Video Retrieval, {CIVR} 2009, Santorini Island, Greece, July 8-10,
2009},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1646396.1646427},
doi = {10.1145/1646396.1646427},
timestamp = {Mon, 19 Apr 2021 12:59:56 +0200},
biburl = {https://dblp.org/rec/conf/civr/KawanabeNB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/BinderK09,
author = {Alexander Binder and
Motoaki Kawanabe},
editor = {Carol Peters and
Barbara Caputo and
Julio Gonzalo and
Gareth J. F. Jones and
Jayashree Kalpathy{-}Cramer and
Henning M{\"{u}}ller and
Theodora Tsikrika},
title = {Enhancing Recognition of Visual Concepts with Primitive Color Histograms
via Non-sparse Multiple Kernel Learning},
booktitle = {Multilingual Information Access Evaluation {II.} Multimedia Experiments
- 10th Workshop of the Cross-Language Evaluation Forum, {CLEF} 2009,
Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6242},
pages = {269--276},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-15751-6\_33},
doi = {10.1007/978-3-642-15751-6\_33},
timestamp = {Thu, 14 Oct 2021 10:15:56 +0200},
biburl = {https://dblp.org/rec/conf/clef/BinderK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/BinderK09a,
author = {Alexander Binder and
Motoaki Kawanabe},
editor = {Carol Peters and
Nicola Ferro},
title = {Fraunhofer FIRST's Submission to ImageCLEF2009 Photo Annotation Task:
Non-sparse Multiple Kernel Learning},
booktitle = {Working Notes for {CLEF} 2009 Workshop co-located with the 13th European
Conference on Digital Libraries {(ECDL} 2009) , Corf{\`{u}}, Greece,
September 30 - October 2, 2009},
series = {{CEUR} Workshop Proceedings},
volume = {1175},
publisher = {CEUR-WS.org},
year = {2009},
url = {https://ceur-ws.org/Vol-1175/CLEF2009wn-ImageCLEF-BinderEt2009.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:36 +0100},
biburl = {https://dblp.org/rec/conf/clef/BinderK09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/HsiehWTGT08,
author = {Jui{-}Hua Hsieh and
Xiang S. Wang and
Denise G. Teotico and
Alexander Golbraikh and
Alexander Tropsha},
title = {Differentiation of AmpC beta-lactamase binders vs. decoys using classification
\emph{k} {NN} {QSAR} modeling and application of the {QSAR} classifier
to virtual screening},
journal = {J. Comput. Aided Mol. Des.},
volume = {22},
number = {9},
pages = {593--609},
year = {2008},
url = {https://doi.org/10.1007/s10822-008-9199-2},
doi = {10.1007/S10822-008-9199-2},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcamd/HsiehWTGT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/EgyedBG07,
author = {Alexander Egyed and
Gernot Binder and
Paul Gr{\"{u}}nbacher},
title = {{STRADA:} {A} Tool for Scenario-Based Feature-to-Code Trace Detection
and Analysis},
booktitle = {29th International Conference on Software Engineering {(ICSE} 2007),
Minneapolis, MN, USA, May 20-26, 2007, Companion Volume},
pages = {41--42},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICSECOMPANION.2007.70},
doi = {10.1109/ICSECOMPANION.2007.70},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/EgyedBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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