Published in: LITES, Volume 7, Issue 1 (2021): Special Issue on Embedded System Security. Leibniz Transactions on Embedded Systems, Volume 7, Issue 1
Philipp Miedl, Rehan Ahmed, and Lothar Thiele. We know what you're doing! Application detection using thermal data. In LITES, Volume 7, Issue 1 (2021): Special Issue on Embedded System Security. Leibniz Transactions on Embedded Systems, Volume 7, Issue 1, pp. 02:1-02:28, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2021)
@Article{miedl_et_al:LITES.7.1.2, author = {Miedl, Philipp and Ahmed, Rehan and Thiele, Lothar}, title = {{We know what you're doing! Application detection using thermal data}}, booktitle = {LITES, Volume 7, Issue 1 (2021): Special Issue on Embedded System Security}, pages = {02:1--02:28}, journal = {Leibniz Transactions on Embedded Systems}, ISSN = {2199-2002}, year = {2021}, volume = {7}, number = {1}, editor = {Miedl, Philipp and Ahmed, Rehan and Thiele, Lothar}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LITES.7.1.2}, doi = {10.4230/LITES.7.1.2}, annote = {Keywords: Thermal Monitoring, Side Channel, Data Leak, Sequence Labelling} }
Published in: Dagstuhl Reports, Volume 3, Issue 5 (2013)
Andreas Bender, Hinrich Göhlmann, Sepp Hochreiter, and Ziv Shkedy. Computational Methods Aiding Early-Stage Drug Design (Dagstuhl Seminar 13212). In Dagstuhl Reports, Volume 3, Issue 5, pp. 78-94, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2013)
@Article{bender_et_al:DagRep.3.5.78, author = {Bender, Andreas and G\"{o}hlmann, Hinrich and Hochreiter, Sepp and Shkedy, Ziv}, title = {{Computational Methods Aiding Early-Stage Drug Design (Dagstuhl Seminar 13212)}}, pages = {78--94}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2013}, volume = {3}, number = {5}, editor = {Bender, Andreas and G\"{o}hlmann, Hinrich and Hochreiter, Sepp and Shkedy, Ziv}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.3.5.78}, URN = {urn:nbn:de:0030-drops-41791}, doi = {10.4230/DagRep.3.5.78}, annote = {Keywords: Bioinformatics, Chemoinformatics, Machine learning, Statistics, Interdisciplinary applications} }
Published in: Dagstuhl Seminar Proceedings, Volume 9081, Similarity-based learning on structures (2009)
Michael Biehl, Barbara Hammer, Sepp Hochreiter, Stefan C. Kremer, and Thomas Villmann. 09081 Abstracts Collection – Similarity-based learning on structures. In Similarity-based learning on structures. Dagstuhl Seminar Proceedings, Volume 9081, pp. 1-15, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
@InProceedings{biehl_et_al:DagSemProc.09081.1, author = {Biehl, Michael and Hammer, Barbara and Hochreiter, Sepp and Kremer, Stefan C. and Villmann, Thomas}, title = {{09081 Abstracts Collection – Similarity-based learning on structures}}, booktitle = {Similarity-based learning on structures}, pages = {1--15}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9081}, editor = {Michael Biehl and Barbara Hammer and Sepp Hochreiter and Stefan C. Kremer and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09081.1}, URN = {urn:nbn:de:0030-drops-20395}, doi = {10.4230/DagSemProc.09081.1}, annote = {Keywords: Similarity-based clustering and classification, metric adaptation and kernel design, learning on graphs, spatiotemporal data} }
Published in: Dagstuhl Seminar Proceedings, Volume 9081, Similarity-based learning on structures (2009)
Michael Biehl, Barbara Hammer, Sepp Hochreiter, Stefan C. Kremer, and Thomas Villmann. 09081 Summary – Similarity-based learning on structures. In Similarity-based learning on structures. Dagstuhl Seminar Proceedings, Volume 9081, pp. 1-4, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
@InProceedings{biehl_et_al:DagSemProc.09081.2, author = {Biehl, Michael and Hammer, Barbara and Hochreiter, Sepp and Kremer, Stefan C. and Villmann, Thomas}, title = {{09081 Summary – Similarity-based learning on structures}}, booktitle = {Similarity-based learning on structures}, pages = {1--4}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9081}, editor = {Michael Biehl and Barbara Hammer and Sepp Hochreiter and Stefan C. Kremer and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09081.2}, URN = {urn:nbn:de:0030-drops-20382}, doi = {10.4230/DagSemProc.09081.2}, annote = {Keywords: Similarity-based clustering and classification, metric adaptation and kernel design, learning on graphs, spatiotemporal data} }
Published in: Dagstuhl Seminar Proceedings, Volume 9081, Similarity-based learning on structures (2009)
Ian Walsh, Alessandro Vullo, and Gianluca Pollastri. An adaptive model for learning molecular endpoints. In Similarity-based learning on structures. Dagstuhl Seminar Proceedings, Volume 9081, pp. 1-16, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
@InProceedings{walsh_et_al:DagSemProc.09081.3, author = {Walsh, Ian and Vullo, Alessandro and Pollastri, Gianluca}, title = {{An adaptive model for learning molecular endpoints}}, booktitle = {Similarity-based learning on structures}, pages = {1--16}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9081}, editor = {Michael Biehl and Barbara Hammer and Sepp Hochreiter and Stefan C. Kremer and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09081.3}, URN = {urn:nbn:de:0030-drops-20367}, doi = {10.4230/DagSemProc.09081.3}, annote = {Keywords: Recursive neural networks, qsar, qspr, small molecules} }
Published in: Dagstuhl Seminar Proceedings, Volume 9081, Similarity-based learning on structures (2009)
Gert-Jan de Vries and Michael Biehl. Analysis of Robust Soft Learning Vector Quantization and an application to Facial Expression Recognition. In Similarity-based learning on structures. Dagstuhl Seminar Proceedings, Volume 9081, pp. 1-5, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
@InProceedings{devries_et_al:DagSemProc.09081.4, author = {de Vries, Gert-Jan and Biehl, Michael}, title = {{Analysis of Robust Soft Learning Vector Quantization and an application to Facial Expression Recognition}}, booktitle = {Similarity-based learning on structures}, pages = {1--5}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9081}, editor = {Michael Biehl and Barbara Hammer and Sepp Hochreiter and Stefan C. Kremer and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09081.4}, URN = {urn:nbn:de:0030-drops-20356}, doi = {10.4230/DagSemProc.09081.4}, annote = {Keywords: Learning Vector Quantization, Analysis, Facial Expression Recognition} }
Published in: Dagstuhl Seminar Proceedings, Volume 9081, Similarity-based learning on structures (2009)
Peter Tino, Juan C. Cuevas-Tello, and Somak Raychaudhury. Estimating Time Delay in Gravitationally Lensed Fluxes. In Similarity-based learning on structures. Dagstuhl Seminar Proceedings, Volume 9081, pp. 1-3, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
@InProceedings{tino_et_al:DagSemProc.09081.5, author = {Tino, Peter and Cuevas-Tello, Juan C. and Raychaudhury, Somak}, title = {{Estimating Time Delay in Gravitationally Lensed Fluxes}}, booktitle = {Similarity-based learning on structures}, pages = {1--3}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9081}, editor = {Michael Biehl and Barbara Hammer and Sepp Hochreiter and Stefan C. Kremer and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09081.5}, URN = {urn:nbn:de:0030-drops-20378}, doi = {10.4230/DagSemProc.09081.5}, annote = {Keywords: Time series, kernel regression, statistical analysis, evolutionary algorithms, mixed representation} }
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