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Items where Subject is "Institute of Data Science"

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Number of items at this level: 71.

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

  Altmann, Carolin Susann and Brandt, Miriam and Kiefer, Sarah and Knapp, Valerie and Schumann, Anke and van den Bogaert, Vanessa (2021) Weißbuch - Citizen Science-Strategie 2030 für Deutschland - Kapitel 15: Begleitforschung Citizen Science. [Other] file

B

  Blacher, Mark and Giesen, Joachim and Kühne, Lars (2021) Fast and Robust Vectorized In-Place Sorting of Primitive Types. In: 19th International Symposium on Experimental Algorithms, SEA 2021, 190, 3:1-3:16. Schloss Dagstuhl — Leibniz-Zentrum für Informatik. 19th International Symposium on Experimental Algorithms (SEA 2021), 06.-07. Jun. 2021, Online. doi: 10.4230/LIPIcs.SEA.2021.3. ISBN 978-395977185-6. ISSN 1868-8969. file

  Böning, Sarah (2021) The Current State of Research and Technology of Digitalization in the Space Industry. DLR-Interner Bericht. DLR-IB-DW-JE-2021-55. 48 S. (Unpublished) file

  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

  Chamarthi, Sireesha and Fogelberg, Katharina and Niebling, Julia (2022) Domain Shifts in Dermoscopic Datasets. Wissensaustausch- Workshop Machine Learning 8, Jena, Germany. file

  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. doi: 10.5194/wcd-1-519-2020. ISSN 2212-0947. file

  Dockhorn, Christoph (2022) Integration und Austausch von Daten zu Bodenstationen innerhalb des DLR. Bachelor's, Fernuniversität Hagen. file

  Duden, Anna J. and Köhler, Tobias Andreas and Peters, Diana and Redeker, Julian and Girkes, Florian and Bergmann, Jean Pierre and Vietor, Thomas (2022) Similarity analysis of engineer-to-order parts based on a knowledge graph. 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Gulf of Naples, Italy. Volltext nicht online.

G

  Grünemay, Tim and Brenning, Alexander and Hu, Xuke (2021) Comparison of Geoparsing Methods for Social Media Short Messages. Bachelor's, Friedrich-Schiller-Universität Jena. Volltext nicht frei. file

  Gütter, Jonas Aaron and Kruspe, Anna and Zhu, Xiao Xiang (2021) An OpenStreetMap-Based Dataset of Building Footprints for Analysing DIfferent Types of Label Noise. In: International Geoscience and Remote Sensing Symposium (IGARSS). IEEE IGARSS 2021, 12.-16. Juli 2021, Brussels, Belgium. Volltext nicht frei. file

  Gütter, Jonas Aaron and Kruspe, Anna and Zhu, Xiao Xiang and Niebling, Julia (2022) Impact of Training Set Size on the Ability of Deep Neural Networks to Deal with Omission Noise. Frontiers in Remote Sensing. Frontiers Media S.A.. doi: 10.3389/frsen.2022.932431. ISSN 2673-6187. file

  Gütter, Jonas Aaron and Niebling, Julia and Zhu, Xiao Xiang (2022) Analysing the interactions between training dataset size, label noise and model performance in remote sensing data. In: 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022. IGARSS 2022, 17. - 22. Juli 2022, Kuala Lumpur, Malaysia. ISBN 978-166542792-0. file

  Gütter, Jonas Aaron and Ulman, Hannah and Niebling, Julia (2022) Using Predictive Uncertainty for Cleaning Noisy Annotations. WAW Machine Learning 8, 07.-09. Nov. 2022, Jena, Deutschland. 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 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 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. doi: 10.5194/bg-17-1033-2020. 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

  Ludewig, Florian (2022) Entwicklung eines Ontologie-basierten Ansatzes für die graphische Darstellung von 3D-Bauteilen. Bachelor's, Friedrich-Schiller-Universität Jena. Volltext nicht frei. 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

  Njieutcheu Tassi, Cedrique Rovile and Anko, Börner and Triebel, Rudolph (2022) Monte Carlo averaging for Uncertainty Estimation in Neural Networks. 2022 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2022), 14.-16. Okt. 2022, Chengdu, China. (In Press) Volltext nicht frei. file

  Njieutcheu Tassi, Cedrique Rovile and Gawlikowski, Jakob and Fitri, Auliya Unnisa and Triebel, Rudolph (2022) The impact of averaging logits over probabilities on ensembles of neural networks. In: 2022 Workshop on Artificial Intelligence Safety, AISafety 2022, 3215 (19). AISafety 2022: Workshop on Artificial Intelligence Safety, 23 Jul - 25 Jul 2022, Vienna, Austria. ISSN 1613-0073. Volltext nicht frei. 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. 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 (2020) Discovering instantaneous and lagged causal relations in autocorrelated nonlinear time series datasets. UAI 2020, Online. file

  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 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.

  Schreiber, Andreas and Sonnekalb, Tim and Heinze, Thomas and Kurnatowski, Lynn and Gonzalez-Barahona, Jesus M. and Packer, Heather (2021) Provenance-Based Security Audits and Its Application to COVID-19 Contact Tracing Apps. Lecture Notes in Computer Science, 12839, pp. 88-105. Springer. doi: 10.1007/978-3-030-80960-7_6. ISSN 0302-9743. Volltext nicht frei. file

  Schreiber, Andreas and Sonnekalb, Tim and Kurnatowski, Lynn (2021) Towards Visual Analytics Dashboards for Provenance-driven Static Application Security Testing. In: 2021 IEEE Symposium on Visualization for Cyber Security, VizSec 2021, pp. 42-46. 2021 IEEE Symposium on Visualization for Cyber Security (VizSec), 27-27 Oct. 2021, New Orleans, LA, USA. doi: 10.1109/VizSec53666.2021.00010. ISBN 978-166542085-3. ISSN 2639-4332. file

  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

  Schäfer, Philipp Matthias and Steinmetz, Franz and Schneyer, Stefan and Bachmann, Timo and Eiband, Thomas and Lay, Florian Samuel and Padalkar, Abhishek and Sürig, Christoph and Stulp, Freek and Nottensteiner, Korbinian (2021) Flexible Robotic Assembly Based on Ontological Representation of Tasks, Skills, and Resources. In: 18th International Conference on Principles of Knowledge Representation and Reasoning, KR 2021, pp. 702-706. International Joint Conferences on Artificial Intelligence Organization. 18th International Conference on Principles of Knowledge Representation and Reasoning, 3.-12. Nov. 2021, Online. doi: 10.24963/kr.2021/73. ISBN 978-195679299-7. ISSN 2334-1033. 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

  Spengler, Daniel and Conrad, Christopher and Borg, Erik and Böttcher, Falk and Dobers, Eike Stefan and Gerighausen, Heike and Gessner, Ursula and Teucher, Mike and Thiel, Michael and Truckenbrodt, Sina (2022) AgriSens DEMMIN 4.0 -Fernerkundungstechnologien für die Digitalisierung im Pflanzenbau. Nationales Forum für Fernerkundung und Copernicus, 21.-23. Jun. 2022, Berlin, Deutschland. Volltext nicht online.

  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

  Thiemicke, Frank and Blacher, Mark and Kühne, Lars (2021) Implementation of a vectorized Quicksort using AVX-512 intrinsics. Bachelor's, Friedrich-Schiller Universität Jena. file

  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

  Tibau Alberdi, Xavier Andoni and Reimers, Christian and Gerhardus, Andreas and Denzler, Joachim and Eyring, Veronika and Runge, Jakob (2022) A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections. Environmental data science, 1, e12. Cambridge University Press. doi: 10.1017/eds.2022.11. ISSN 2634-4602. file

  Trifunov, Violeta Teodora and Shadaydeh, Maha and Runge, Jakob and Reichstein, Markus and Denzler, Joachim (2021) A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model. IEEE Access, 9. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/ACCESS.2021.3101129. ISSN 2169-3536. file

  Truckenbrodt, Sina and Enderling, Maximilian and Pathe, Carsten and Borg, Erik and Schmullius, Christiane and Klan, Friederike (2021) The modular designed 'FieldMApp' an opportunity to standardize data collection methods. Forum Citizen Science, 6.-7. Mai 2021, online. Volltext nicht online.

  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

U

  Umnus, Mark and Giesen, Joachim and Kühne, Lars (2021) autoBLAS in verteilten Umgebungen. Master's, Friedrich-Schiller Universität Jena. 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

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