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Items where Subject is "Institute of Data Science"

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Number of items at this level: 52.

A

  Al-Sayeh, Hani and Memishi, Bunjamin and Paradies, Marcus and Sattler, Kai-Uwe (2020) Masha: Sampling-Based Performance Prediction of Big Data Applications in Resource-Constrained Clusters. In: The 1st Workshop on Distributed Infrastructure, Systems, Programming and AI (DISPA). Very Large Data Base Endowment Inc. (VLDB Endowment). The 1st Workshop on Distributed Infrastructure, Systems, Programming and AI (DISPA), 31 August 2020, Tokyo, Japan. Volltext nicht frei. file

B

  Börner, Anko and Hübers, Heinz-Wilhelm and Kao, Odej and Schmidt, Florian and Becker, Sören and Denzler, Joachim and Matolin, Daniel and Haber, David and Lucia, Sergio and Samek, Wojciech and Triebel, Rudolph and Eichstädt, Sascha and Biessmann, Felix and Kruspe, Anna and Jung, Peter and Kok, Manon and Gallego, Guillermo and Berger, Ralf (2020) Sensor Artificial Intelligence and its Application to Space Systems – A White Paper. [Other] file

C

  Cremer, Felix (2020) Handling large geospatial raster data with the Earth System Data. JuliaCon 2020, 29. - 31. Juli 2020, Virtual. Volltext nicht online.

D

  Dembska, Marta and Renger, Thomas and Sznajder, Maciej (2020) Thermo-Optical Property Degradation of ITO-Coated Aluminized Polyimide Thin Films Under VUV and Low-Energy Proton Radiation. Metallurgical and Materials Transactions a-Physical Metallurgy and Materials Science. Springer. doi: 10.1007/s11661-020-05906-x. ISSN 1073-5623. file

  Di Capua, Giorgia and Runge, Jakob and Donner, Reik V. and van den Hurk, Bart and Turner, Andrew G. and Vellore, Ramesh and Krishnan, Raghavan and Coumou, Dim (2020) Dominant patterns of interaction between the tropics and mid-latitudes in boreal summer: causal relationships and the role of timescales. Weather and Climate Dynamics. Copernicus Publications. ISSN 2212-0947. file

G

  Guanche Garcia, Yanira and Shadaydeh, Maha and Mahecha, Miguel and Denzler, Joachim (2019) Attribution of Multivariate Extreme Events. 9th International Workshop on Climate Informatics, 2-4 Oct 2019, Paris. file

H

  Heinze, Thomas S. and Stefanko, Viktor and Amme, Wolfram (2019) Mining von BPMN-Prozessartefakten auf GitHub. In: 20. Kolloquium Programmiersprachen und Grundlagen der Programmierung KPS 2019 Informatik. Shaker Verlag. pp. 111-120. ISBN 978-3-8440-6933-4. file

  Heinze, Thomas S. and Türker, Jasmin (2018) Certified Information Flow Analysis of Service Implementations. In: IEEE International Conference on Service-Oriented Computing and Applications, Proceedings, 2018, pp. 177-184. IEEE. 2018 IEEE 11th Interrnational Conference on Service-Oriented Computing and Applications, 20-22 Nov 2018, Paris, France. doi: 10.1109/SOCA.2018.00033. ISBN 978-1-5386-9133-5. file

  Hu, Xuke and Al-Olimat, Hussein and Kersten, Jens and Wiegmann, Matti and Klan, Friederike and Sun, Yeran and Fan, Hongchao (2021) GazPNE Annotation-free Deep Learning for Place Name Extraction from Microblogs Leveraging Gazetteer and Synthetic Data by Rules. International Journal of Geographical Information Science. Taylor & Francis. ISSN 1365-8816. (Submitted) file

  Hu, Xuke and Alexey, Noskov and Fan, Hongchao and Novack, Tessio and Li, Hao and Gu, Fuqiang and Shang, Jianga and Zipf, Alexander (2020) Tagging the main entrances of public buildings based on OpenStreetMap and binary imbalanced learning. International Journal of Geographical Information Science. Taylor & Francis. ISSN 1365-8816. (In Press) file

  Hu, Xuke and Fan, Hongchao and Noskov, Alexey and Zipf, Alexander and Shang, jianga (2019) Main Entrance Tagging based on Intrinsic and Extrinsic Feature Extracted from OSM. 14th International Conference on Spatial Information Theory, 9-13 Sep 2019, Regensburg, Germany. doi: 10.13140/RG.2.2.25967.18080. file

K

  Klan, Friederike (2017) Bürgerwissenschaften am DLR Institut für Datenwissenschaften in Jena. [Other] Volltext nicht online.

  Klan, Friederike and Thiel, Christian and Strunz, Günter and Schmullius, Christiane and Axmann, Robert (2018) DLR Institute of Data Science: Making Citizen Science Data fit for Use. Neue Perspektiven der Erdbeobachtung, 25.-27. Juni 2018, Köln. Volltext nicht frei. file

  Klan, Friederike and Thiel, Christian and Strunz, Günter and Schmullius, Christiane and Axmann, Robert (2018) DLR Institute for Data Science: Making Citizen Science Data fit for Use. EARSeL 2018, 08.-12.07.2018, Chania, Griechenland. Volltext nicht frei. file

  Kretschmer, Marlene and Cohen, Judah and Matthias, Vivien and Runge, Jakob and Coumou, Dim (2018) The different stratospheric influence on cold-extremes in Eurasia and North America. npj Climate and Atmospheric Science, 1 (1), p. 44. Springer. ISSN 2397-3722. file

  Krich, Christopher and Migliavacca, Mirco and Miralles, Diego G and Kraemer, Guido and El-Madany, Tarek S and Reichstein, Markus and Runge, Jakob and Mahecha, Miguel (2021) Functional convergence of biosphere-atmosphere interactions in response to meteorology. Biogeosciences Discussions. Copernicus Publications. ISSN 1810-6277. (Submitted) file

  Krich, Christopher and Runge, Jakob and Miralles, Diego G. and Migliavacca, Mirco and Perez-Priego, Oscar and El-Madany, Tarek and Carrara, Arnaud and Mahecha, Miguel (2020) Estimating causal networks in biosphere--atmosphere interaction with the PCMCI approach Biogeosciences. Biogeosciences. Copernicus Publications. ISSN 1726-4170. file

  Krishnamurthy, Rohan and Haupt, Carina and Meinel, Michael (2018) Data Science roadmap: An insight to achieve secure software engineering. ESSoS 2018: International Symposium on Engineering Secure Software and Systems, 26.-27. Juni 2018, Paris, Frankreich. file

  Krishnamurthy, Rohan and Heinze, Thomas S. and Haupt, Carina and Schreiber, Andreas and Meinel, Michael (2019) Scientific Developers v/s Static Analysis Tools: Vision and Position Paper. In: Proceedings of the 12th International Workshop on Cooperative and Human Aspects of Software Engineering, pp. 89-90. IEEE. 12th International Workshop on Cooperative and Human Aspects of Software Engineering, CHASE@ICSE 2019, 27 May 2019, Montréal, QC, Canada. doi: 10.1109/CHASE.2019.00029. file

  Krishnamurthy, Rohan and Meinel, Michael and Haupt, Carina and Schreiber, Andreas and Mäder, Patrick (2018) DLR Secure Software Engineering - Position and Vision Paper. First International Workshop on Security Awareness from Design to Deployment (SEAD'18), 27.05.2018, Gothenburg, Sweden. file

  Käding, Christoph and Runge, Jakob (2020) Comparing Causal Discovery Methods using Synthetic and Real Data. EGU 2020, Online. file

L

  Linscheid, Nora and Estupian-Suarez, Lina and Brenning, Alexander and Carvalhais, Nuno and Cremer, Felix and Gans, Fabian and Rammig, Anja and Reichstein, Markus and Sierra, Carlos and Mahecha, Miguel (2020) Towards a global understanding of vegetation climate dynamics at multiple timescales. Biogeosciences, 17 (4). Copernicus Publications. doi: 10.5194/bg-17-945-2020. ISSN 1726-4170. file

M

  Memishi, Bunjamin and Appuswamy, Raja and Paradies, Marcus (2019) Cold Storage Data Archives: More Than Just a Bunch of Tapes. In: Proceedings of the 15th International Workshop on Data Management on New Hardware, 1:1-1:7. ACM, New York, NY, USA. Proceedings of the 15th International Workshop on Data Management on New Hardware, 01-01 Jul 2019, Amsterdam, Netherlands. doi: 10.1145/3329785.3329921. ISBN 978-1-4503-6801-8. Volltext nicht frei. file

N

  Niebling, Julia and Baasch, Benjamin and Kruspe, Anna (2020) Analysis of Railway Track Irregularities with Convolutional Autoencoders and Clustering Algorithms. In: Communications in Computer and Information Science, 1279, pp. 78-89. Springer. AI4RAILS 2020, 07. Sept. 2020, Munich. doi: 10.1007/978-3-030-58462-7_7. ISBN 978-303032422-3. ISSN 1865-0929. file

P

  Paradies, Marcus (2018) Data Management Technologies for Modern (Storage) Hardware. StorageTechnology 2018, 06. - 08.Jun 2018, Ulrichshusen, Deutschland. Volltext nicht online.

  Paradies, Marcus and Schindler, Sirko and Axmann, Robert (2018) Datenmanagement für Intelligente Verkehrssysteme und Erdbeobachtung: Unterschiedliche Anwendungsbereiche mit gleichen Big Data Herausforderungen? POSNAV 2018, 15. - 16.Nov 2018, Berlin, Deutschland. Volltext nicht online.

  Paradies, Marcus and Schindler, Sirko and Kiemle, Stephan and Mikusch, Eberhard (2018) Large-Scale Data Management for Earth Observation Data - Challenges and Opportunities. LWDA 2018, Mannheim, Deutschland. file

  Peters, Diana and Schäfer, Philipp Matthias (2018) Overview of Software Development Topics for the Digitalization of Industry. DLR-Interner Bericht. DLR-IB-DW-JE-2018-26, 10 S. (Unpublished) file

R

  Rath, Michael and Mäder, Patrick (2019) The SEOSS 33 dataset --- Requirements, bug reports, code history, and trace links for entire projects. Data in Brief, 25 (104005). Elsevier. doi: 10.1016/j.dib.2019.104005. ISSN 2352-3409. file

  Reckziegel, Martin and Pfeiffer, Linda and Heine, Christian and Jänicke, Stefan (2020) Modeling How Humans Judge Dot-Label Relations in Point Cloud Visualizations. IEEE Transactions on Visualization and Computer Graphics, 26 (6), pp. 2144-2155. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TVCG.2020.2970509. ISSN 1077-2626. Volltext nicht frei. file

  Reimers, Christian and Runge, Jakob and Denzler, Joachim (2020) Determining the Relevance of Features for Deep Neural Networks. In: European Conference on Computer Vision (ECCV). European Conference on Computer Vision, Online. Volltext nicht online.

  Runge, Jakob (2018) Causal network reconstruction from time series: From theoretical assumptions to practical estimation. Chaos, 28 (7), 075310. American Institute of Physics (AIP). ISSN 1054-1500. file

  Runge, Jakob (2018) Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information. Proc. 21st Int. Conf. Artif. Intell. Stat., Lanzarote, Spain. file

  Runge, Jakob (2020) Discovering instantaneous and lagged causal relations in autocorrelated nonlinear time series datasets. UAI 2020, Online. file

  Runge, Jakob and Balasis, Georgios and Daglis, Ioannis A. and Papadimitriou, Constantinos and Donner, Reik V. (2018) Common solar wind drivers behind magnetic storm magnetospheric substorm dependency. Scientific Reports, 8 (1), p. 16987. Nature Publishing Group. ISSN 2045-2322. file

  Runge, Jakob and Tibau Alberdi, Xavier Andoni and Bruhns, Matthias and Muñoz-Mar\'\i, Jordi and Camps-Valls, Gustau (2020) The Causality for Climate Challenge. In: NEURAL INFORMATION PROCESSING. NeurIPS2019 Competition & Demonstration Track, Vancouver, Cananada. file

S

  Saggioro, Elena and de Wiljes, J. and Kretschmar, M. and Runge, Jakob (2020) Reconstructing regime-dependent causal relationships from observational time series. Chaos. American Institute of Physics (AIP). doi: 10.1063/5.0020538. ISSN 1054-1500. file

  Santhanam, Sivasurya (2020) Tutorial: Natural language processing with Python. 6th Wissensaustauschworkshop on Machine learning, 27-29 Oct 2020, Online. file

  Schindler, Sirko (2018) The DLR Institute of Data Science. Radio2018 and GLOW Annual Assembly, 24.-26.10.2018, Jena, Germany. Volltext nicht online.

  Schindler, Sirko and Paradies, Marcus and Twele, Andre (2019) Here is my query, where are my results? A search log analysis of the EOWeb Geoportal. 2019 Conference on Big Data from Space (BiDS'19), 19-21 February 2019, Munich, Germany. Volltext nicht online.

  Schäfer, Philipp Matthias and Fischer, Philipp M. and Brehm, Nico and Erfurth, Christian and Gerndt, Andreas and Opasjumruskit, Kobkaew and Peters, Diana (2018) Toward a Digital Platform for Spacecraft Manufacturing. SECESA 2018, 26.-28. Sep. 2018, Glasgow, Vereinigtes Königreich. file

  Shadaydeh, Maha and Denzler, Joachim and Guanche Garcia, Yanira and Mahecha, Miguel (2019) Time-frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. GCPR 2019, 10-13 Sept 2019, Dortmund. file

  Sonnekalb, Tim and Heinze, Thomas S. and Kurnatowski, Lynn and Schreiber, Andreas and Gonzalez-Barahona, Jesus M. and Packer, Heather (2020) Towards Automated, Provenance-Driven Security Audit for git-Based Repositories: Applied to Germany's Corona-Warn-App: Vision Paper. In: 3rd ACM SIGSOFT International Workshop on Security Awareness from Design to Deployment, SEAD 2020, pp. 15-18. ACM. 3rd ACM SIGSOFT International Workshop on Software Security from Design to Deployment, 9. Nov. 2020, Virtual. doi: 10.1145/3416507.3423190. ISBN 978-1-4503-8126-0. file

  Sonnekalb, Tim and Kurnatowski, Lynn von (2020) Security Audit for Contact Tracing Apps applied to the Corona-Warn-App. [Other] (Unpublished) file

  Sonnekalb, Tim and Lucia, Sergio (2019) Smart Hot Water Control with Learned Human Behaviour for Minimal Energy Consumption. In: IEEE 5th World Forum of Internet of Things (WF-IoT). IEEE. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 15-18 April 2019, Limerick, Ireland, Ireland. doi: 10.1109/WF-IoT.2019.8767171. ISBN 978-1-5386-4980-0/19. Volltext nicht frei. file

  Sun, Yeran and Hu, Xuke and Huang, Ying and On Chan, Ting (2020) Spatial Patterns of Childhood Obesity Prevalence in Relation to Socioeconomic Factors across England. ISPRS International Journal of Geo-Information, 9 (10), p. 599. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/ijgi9100599. ISSN 2220-9964. file

  Sun, Yeran and Hu, Xuke and Xie, Jing (2020) Spatial inequalities of COVID-19 mortality rate in relation to socioeconomic and environmental factors across England. Science of the Total Environment, p. 143595. Elsevier. doi: 10.1016/j.scitotenv.2020.143595. ISSN 0048-9697. file

T

  Tibau, Xavier-Andoni and Reimers, Christian and Eyring, Veronika and Denzler, Joachim and Reichstein, Markus and Runge, Jakob (2020) Spatiotemporal model for benchmarking causal discovery algorithms. EGU General Assembly 2020, Austria. (Submitted) file

  Tibau, Xavier-Andoni and Requena-Mesa, Christian and Reimers, Christian and Denzler, Joachim and Eyring, Veronika and Reichstein, Markus and Runge, Jakob (2018) SupernoVAE : VAE based kernel PCA for analysis of spatio-temporal Earth data. 8th Int. Work. Clim. Informatics, 19-21 Sep 2018, Boulder, USA. file

  Türker, Jasmin and Heinze, Thomas S. (2019) PANIC -- Plugging Data Leak Detection into the Camunda Modeler. In: Proceedings of the 11th Central European Workshop on Services and their Composition, pp. 32-34. CEUR-ws.org. 11th Central European Workshop on Services and their Composition, 14-15 Feb 2019, Bayreuth, Germany. ISSN 1613-0073. file

W

  Watson, Andrew and Miller, Jodie and Fink, Manfred and Kralisch, Sven and Fleischer, Melanie and de Clercq, Willem (2019) Distributive rainfall-runoff modelling to understand runoff-to-baseflow proportioning and its impact on the determination of reserve requirements of the Verlorenvlei estuarine lake, west coast, South Africa. Hydrology and Earth System Sciences, 23 (6), pp. 2679-2697. Copernicus Publications. doi: 10.5194/hess-23-2679-2019. ISSN 1027-5606. file

X

  Xu, Fan and Hu, Xuke and Luo, Shuaiwei and Shang, Jianga (2020) An Efficient Indoor Wi-Fi Positioning Method Using Virtual Location of AP. ISPRS International Journal of Geo-Information. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/ijgi9040261. ISSN 2220-9964. file

This list was generated on Fri Apr 9 20:32:28 2021 CEST.
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