Items where Subject is "Institute of Data Science > Datamangagement and Analysis"

Institutes and Facilities (136444)
- Institute of Data Science (497)
  - Datamangagement and Analysis (61)

Number of items at this level: 61.

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), 2020-08-31, Tokyo, Japan. Volltext nicht frei.

Bollt, Erik M. and Sun, Jie and Runge, Jakob (2018) Introduction to Focus Issue: Causation inference and information flow in dynamical systems: Theory and applications. Chaos, 28 (7), 075201. American Institute of Physics (AIP). doi: 10.1063/1.5046848. ISSN 1054-1500.

Brajard, Julien and Charantonis, Anastase and Chen, Chen and Runge, Jakob (2019) Proceedings of the 9th International Workshop on Climate Informatics: CI 2019. NCAR.

Camps-Valls, Gustau and Sejdinovic, Dino and Runge, Jakob and Reichstein, Markus (2019) A perspective on gaussian processes for earth observation. National Science Review. Oxford University Press. doi: 10.1093/nsr/nwz028. ISSN 2095-5138.

Di Capua, G and Kretschmer, M and Runge, J and Alessandri, A and Donner, RV and van den Hurk, B and Vellore, R and Krishnan, R and Coumou, D (2019) Long-Lead Statistical Forecasts of the Indian Summer Monsoon Rainfall Based on Causal Precursors. Weather and Forecasting, 34 (5), pp. 1377-1394. American Meteorological Society. doi: 10.1175/waf-d-19-0002.1. ISSN 0882-8156.

Feddoul, Leila and Schindler, Sirko and Löffler, Frank (2019) Semantic Relatedness as an Inter-Facet Metric for Facet Selection over Knowledge Graphs. In: Lecture Notes in Computer Science. Springer Verlag. ESWC 2019, 2019-06-02 - 2019-06-06, Portorož, Slovenia. doi: 10.1007/978-3-030-32327-1_10. ISSN 0302-9743.

Feddoul, Leila and Schindler, Sirko and Löffler, Frank (2019) Automatic Facet Generation and Selection over Knowledge Graphs. In: 15th International Conference on Semantic Systems, SEMANTiCS 2019, pp. 310-325. Springer. SEMANTiCS 2019, 2019-09-09 - 2019-09-12, Karlsruhe, Germany. doi: 10.1007/978-3-030-33220-4_23. ISBN 978-3-030-33219-8. ISSN 0302-9743.

Feddoul, Leila and Schindler, Sirko and Löffler, Frank (2019) Automatic Facet Generation and Selection over Knowledge Graphs. RDA's 14th Plenary, 2019-10-23 - 2019-10-25, Helsinki, Finland.

Gawlikowski, Jakob and Saha, Sudipan and Kruspe, Anna and Zhu, Xiao Xiang (2021) Out-of-Distribution Detection in Satellite Image Classification. In: RobustML Workshop at ICLR 2021, pp. 1-5. ICRL. The Ninth International Conference on Learning Representations, 2021-05-03 - 2021-05-07, Virtual event.

Gawlikowski, Jakob and Saha, Sudipan and Kruspe, Anna and Zhu, Xiao Xiang (2022) An Advanced Dirichlet Prior Network for Out-of-distribution Detection in Remote Sensing. IEEE Transactions on Geoscience and Remote Sensing, 60, p. 5616819. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2022.3140324. ISSN 0196-2892.

Gawlikowski, Jakob and Saha, Sudipan and Kruspe, Anna and Zhu, Xiao Xiang (2021) Towards Out-of-Distribution Detection for Remote Sensing. In: International Geoscience and Remote Sensing Symposium (IGARSS), pp. 8676-8679. IGARSS 2021, 2021-07-11 - 2021-07-16, Brüssel, Belgien. doi: 10.1109/IGARSS47720.2021.9553266.

Gawlikowski, Jakob and Schmitt, Michael and Kruspe, Anna and Zhu, Xiao Xiang (2020) On the fusion strategies of Sentinel-1 and Sentinel-2 data for local climate zone classification. In: 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, pp. 1-4. IGARSS 2020, 2020-09-26 - 2020-10-02, Virtual event. doi: 10.1109/igarss39084.2020.9324234. ISBN 978-172816374-1. ISSN 2153-6996.

Gerhardus, Andreas (2021) Learning cause-and-effect relationships from time series data. KITP Program: Machine Learning and the Physics of Climate, 2021-11-01 - 2021-12-17, Santa Barbara, USA. doi: 10.26081/K6SP99.

Gerhardus, Andreas (2021) Causal discovery in time series with unobserved confounders. Joint IS-ENES3/ESiWACE2 Virtual Workshop on New Opportunities for ML and AI in Weather and Climate Modelling, 2021-03-16 - 2021-03-18, Online.

Gerhardus, Andreas and Runge, Jakob (2021) LPCMCI: Causal Discovery in Time Series with Latent Confounders. EGU General Assembly 2021, 2021-04-19 - 2021-04-30, Online. doi: 10.5194/egusphere-egu21-8259.

Gerhardus, Andreas and Runge, Jakob (2020) High-recall causal discovery for autocorrelated time series with latent confounders. In: Advances in Neural Information Processing Systems 33 (NeurIPS 2020). Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), 2020-12-06 - 2020-12-12, Online.

Gerhardus, Andreas and Runge, Jakob (2020) Causal Discovery for Climate Time Series in the Presence of Unobserved Variables. EGU General Assembly 2020, 2020-05-04 - 2020-05-08, Online. doi: 10.5194/egusphere-egu2020-9270.

Gütter, Jonas Aaron (2019) Bringing together visual analytics and probabilistic programming languages. Master's, Friedrich-Schiller-Universität Jena.

Johnson, Michael A. C. and Paradies, Marcus and Dembska, Marta and Lackeos, Kristen and Klöckner, Hans-Rainer and Champion, David J. and Schindler, Sirko (2021) Astronomical Pipeline Provenance: A Use Case Evaluation. In: TaPP 2021 - 13th International Workshop on Theory and Practice of Provenance. Theory and Practice of Provenance (TaPP 2021), 2021-07-19 - 2021-07-22, virtual.

Krich, Christopher and Migliavacca, Mirco and Miralles, Diego G and Kraemer, Guido and El-Madany, Tarek and Reichstein, Markus and Runge, Jakob and Mahecha, Miguel D (2021) Functional convergence of biosphere-atmosphere interactions in response to meteorological conditions. Biogeosciences, 18 (7), pp. 2379-2404. Copernicus Publications. doi: 10.5194/bg-18-2379-2021. ISSN 1726-4170.

Krich, Christopher and Runge, Jakob and Miralles, Diego G and Migliavacca, Mirco and Perez-Priego, Oscar and El-Madany, Tarek S and Carrara, Arnaud and Mahecha, Miguel D (2019) Causal networks of biosphere--atmosphere interactions. Biogeosciences Discussions. Copernicus Publications. doi: 10.5194/bg-2019-297. ISSN 1810-6277.

Kruspe, Anna (2019) Few-shot tweet detection in emerging disaster events. AI+HADR Workshop @ NeurIPS, 2019-12-13, Vancouver, Canada.

Kruspe, Anna and Kersten, Jens and Klan, Friederike (2019) Automatic Detection of Informative Tweets during Disasters. EGU General Assembly 2019, 2019-04-07 - 2019-04-12, Wien, Österreich. Volltext nicht online.

Kruspe, Anna and Kersten, Jens and Klan, Friederike (2019) Detecting Event-Related Tweets by Example using Few-Shot Models. ISCRAM 2019 Conference Proceedings - 16th International Conference on Information Systems for Crisis Response and Management, 2019-05-19 - 2019-05-22, Valencia, Spain.

Kruspe, Anna and Kersten, Jens and Klan, Friederike (2019) Automatic detection of informative tweets during disasters. EGU 2019, 2019-04-07 - 2019-04-12, Vienna, Austria.

Kruspe, Anna and Kersten, Jens and Klan, Friederike (2019) detecting Event-Related Tweets by Example Using Few-Shot Models. In: 16th International Conference on Information Systems for Crisis Response and Management. ISCRAM 2019 Conference Proceedings - 16th International Conference on Information Systems for Crisis Response and Management, 2019-05-19 - 2019-05-22, Valencia, Spanien.

Käding, Christoph and Runge, Jakob (2021) A Benchmark for Bivariate Causal Discovery Methods. EGU General Assembly 2021, 2021-04-19 - 2021-04-30, Online.

Listemann, Marc and Trapp, Matthias and Doellner, Juergen (2019) Lens-based Focus+Context Visualization Techniques for Interactive Exploration of Web- based Reachability Maps. Journal of WSCG, 27 (2). University of West Bohemia. doi: 10.24132/JWSCG.2019.27.2.1. ISSN 1213-6972.

Magagna, Barbara and Moncoiffe, Gwenaelle and Devaraju, Anusuriya and Buttigieg, Pier Luigi and Stoica, Maria and Schindler, Sirko (2020) Towards an interoperability framework for observable property terminologies. In: EGU General Assembly 2020. EGU General Assembly 2020, 2020-05-03 - 2020-05-08, Vienna, Austria. doi: 10.5194/egusphere-egu2020-19895.

Magagna, Barbara and Moncoiffe, Gwenaelle and Devaraju, Anusuriya and Stoica, Maria and Schindler, Sirko and Pamment, Alison (2021) I-ADOPT Framework 1.0.0. In: RDA Virtual Plenary 17. RDA Virtiual Plenary 17, 2021-04-20 - 2021-04-23, virtual. Volltext nicht online.

Magagna, Barbara and Moncoiffe, Gwenaelle and Stoica, Maria and Devaraju, Anusuriya and Pamment, Alison and Schindler, Sirko and Huber, Robert (2021) The I-ADOPT Interoperability Framework: a proposal for FAIRer observable property descriptions. In: EGU General Assembly 2021. EGU General Assembly 2021, 2021-04-19 - 2021-04-30, virtual. doi: 10.5194/egusphere-egu21-13155. Volltext nicht online.

Magagna, Barbara and Rosati, Ilaria and Stoica, Maria and Schindler, Sirko and Moncoiffe, Gwenaelle and Devaraju, Anusuriya and Peterseil, Johannes and Huber, Robert (2021) The I-ADOPT Interoperability Framework for FAIRer data descriptions of biodiversity. In: JOWO 2021 - Proceedings of the Joint Ontology Workshops 2021 Episode VII: The Bolzano Summer of Knowledge. 3rd International Workshop on Semantics for Biodiversity, 2021-09-15, virtual. ISSN 1613-0073.

Manjunath, Apoorva Thimlapura (2021) Efficiently storing and accessing high-resolution solar images using light weight compression techniques. Master's, TU Ilmenau. Volltext nicht online.

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, 2019-07-01, Amsterdam, Netherlands. doi: 10.1145/3329785.3329921. ISBN 978-1-4503-6801-8. Volltext nicht frei.

Nepal, Santosh and Pradhananga, Saurav and Shrestha, Narayan Kumar and Kralisch, Sven and Shrestha, Jayandra and Fink, Manfred (2020) Space-time variability of soil moisture droughts in the Himalayan region. Hydrology and Earth System Sciences. Copernicus Publications. doi: 10.5194/hess-25-1761-2021. ISSN 1027-5606. (Submitted)

Nowack, Peer and Runge, Jakob and Eyring, Veronika and Haigh, J.D. (2020) Causal networks for climate model evaluation and constrained projections. Nature Communications, 11, 1415/1-11. Nature Publishing Group. doi: 10.1038/s41467-020-15195-y. ISSN 2041-1723.

Nurgaliev, Azat and Paradies, Marcus (2021) Automated I/O Parameter Tuning of Scientific Applications with Parametrizable Workload Replays. FAST '21 Work-in-Progress Reports (WiPs), 2021-02-23 - 2021-02-25, United States of America.

Opasjumruskit, Kobkaew and Peters, Diana and Schindler, Sirko (2021) Automatic Data Sheet Information Extraction for Supporting Model-Based Systems Engineering. In: 18th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2021, 12983, pp. 97-102. Springer International Publishing. CDVE 2021: Cooperative Design, Visualization, and Engineering, 2021-10-24 - 2021-10-27, Online. doi: 10.1007/978-3-030-88207-5_10. ISBN 978-303088206-8. ISSN 0302-9743.

Opasjumruskit, Kobkaew and Peters, Diana and Schindler, Sirko (2020) DSAT: Ontology-based Information Extraction on Technical Data Sheets. ISWC 2020, 2020-11-02 - 2020-11-06, Online.

Pamment, Alison and Magagna, Barbara and Moncoiffe, Gwenaelle and Devaraju, Anusuriya and Stoica, Maria and Schindler, Sirko (2021) Improving the Interoperability of CF Standard Names in Environmental Science. American Geophysical Union - Fall Meeting 2021, 2021-12-03 - 2021-12-17, virtual. Volltext nicht online.

Paradies, Marcus (2021) Near-data processing - State-of-the-art and open problems. Dagstuhl Reports, 11 (6), pp. 46-50. Schloss Dagstuhl - Leibniz-Zentrum für Informatik. doi: 10.4230/DagRep.11.6.38. ISSN 2192-5283.

Pestka, Constantin (2021) Enabling Next-Generation Real-Time Pulsar Astronomy via Accelerated Processing on Tensor Cores. Master's, Uni Bielefeld. Volltext nicht online.

Pfeiffer, Linda and Martinussen, Michelle and Rosenthal, Paul (2021) On Glyph Design for Wind Information in En-Route Air Traffic Control. In: 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, 3, pp. 164-172. SciTePress. 12th International Conference on Information Visualization Theory and Applications, 2021-02-08 - 2021-02-10, online. doi: 10.5220/0010227701640172. ISBN 978-989-758-488-6. ISSN 2184-4321. Volltext nicht frei.

Reibert, Joshua and Riehmann, Patrick and Froehlich, Bernd (2020) Multitouch Interaction with Parallel Coordinates on Large Vertical Displays. Proceedings of the ACM on Human-Computer Interaction, 4 (ISS), pp. 1-22. Association for Computing Machinery (ACM). doi: 10.1145/3427327. ISSN 2573-0142.

Reimers, Christian and Penzel, Niklas and Bodesheim, Paul and Runge, Jakob and Denzler, Joachim (2021) Conditional dependence tests reveal the usage of ABCD rule features and bias variables in automatic skin lesion classification. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. Sixth ISIC Skin Image Analysis Workshop @ CVPR 2021 Virtual, 2021-06-19, Online. doi: 10.1109/CVPRW53098.2021.00200. ISSN 2160-7508. Volltext nicht frei.

Reimers, Christian and Runge, Jakob and Denzler, Joachim (2020) Using Causal Inference to Globally Understand Black Box Predictors Beyond Saliency Maps. In: Proceedings of the 9th International Workshop on Climate Informatics: CI 2019, pp. 1-4. 9th Int. Work. Clim. Informatics, Paris.

Requena-Mesa, Christian and Benson, Vitus and Reichstein, Markus and Runge, Jakob and Denzler, Joachim (2021) EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. CVPR EarthVision Workshop, 2021-06-19, Online. doi: 10.1109/CVPRW53098.2021.00124. ISSN 2160-7508. Volltext nicht frei.

Rewicki, Ferdinand (2021) Estimating Uncertainty of Deep Learning Multi-Label Classifications using Laplace Approximation. Master's, Friedrich-Schiller-Universität Jena.

Riehmann, Patrick and Molina León, Gabriela and Reibert, Joshua and Echtler, Florian and Froehlich, Bernd (2020) Short‐Contact Touch‐Manipulation of Scatterplot Matrices on Wall Displays. Computer Graphics Forum, 39 (3), pp. 265-276. Wiley-Blackwell. doi: 10.1111/cgf.13979. ISSN 0167-7055.

Runge, Jakob and Bathiany, Sebastian and Bollt, Erik and Camps-Valls, Gustau and Coumou, Dim and Deyle, Ethan and Glymour, Clark and Kretschmer, Marlene and Mahecha, Miguel D and Muñoz-Mar\'\i, Jordi and van Nes, Egbert H and Peters, Jonas and Quax, Rick and Reichstein, Markus and Scheffer, Marten and Sch\"lkopf, Bernhard and Spirtes, Peter and Sugihara, George and Sun, Jie and Zhang, Kun and Zscheischler, Jakob (2019) Inferring causation from time series in earth system sciences. Nature Communications, 10 (1), p. 2553. Nature Publishing Group. doi: 10.1038/s41467-019-10105-3. ISSN 2041-1723.

Runge, Jakob and Nowack, Peer and Kretschmer, Marlene and Flaxman, Seth and Sejdinovic, Dino (2019) Detecting and quantifying causal associations in large nonlinear time series datasets. Science Advances, eaau49 (5). American Association for the Advancement of Science (AAAS). doi: 10.1126/sciadv.aau4996. ISSN 2375-2548.

Satpute, Ankit Suresh (2021) Feature Based Representative Workload Construction from Traces. Master's, BU Weimar. Volltext nicht online.

Schindler, Sirko and Keil, Jan Martin (2019) Building Ontologies for Reuse. 2nd International Workshop on Bad Or Good Ontology, 2019-09-23 - 2019-09-25, Graz, Austria. (Submitted)

Schindler, Sirko and Klan, Friederike (2019) Automated Data Integration - How to enable a not (yet) Redeemed Promise? W3C Workshop on Web Standardization for Graph Data, 2019-03-04 - 2019-03-06, Berlin, Germany.

Steinberg, Markus and Schindler, Sirko and Klan, Friederike (2019) Open Data Kit Goes Semantic - A Contribution to the Interpretability and Interoperability of Citizen Science Data. Forum Citizen Science 2019, 2019-09-26 - 2019-09-27, Münster.

Steinberg, Markus D. and Schindler, Sirko and Klan, Friederike (2019) Software solutions for form-based, mobile data collection - A comparative evaluation. In: Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI). Workshop on Big (and Small) Data in Science and Humanities, 2019-03-05, Rostock, Germany. doi: 10.18420/btw2019-ws-14.

Steinberg, Markus D. and Schindler, Sirko and Klan, Friederike (2019) Open Data Kit Goes Semantic - A Contribution to the Interpretability and Interoperability of Field Data. iDiv Annual Conference 2019, 2019-08-29 - 2019-08-20, Leipzig, Deutschland. Volltext nicht frei.

Steinberg, Markus Daniel and Schindler, Sirko and Klan, Friederike (2019) Bringing Semantics to Citizen Data Collection - A Semantic Extension of Open Data Kit 1. EGU General Assembly 2019, 2019-04-07 - 2019-04-12, Wien. Volltext nicht online.

Surber, Tim (2021) Entwicklung eines Benutzermodells zur nutzeradaptiven Suche von Datensätzen. Master's, Friedrich-Schiller-Universität Jena.

Trifunov, Violeta Teodora and Shadaydeh, Maha and Runge, Jakob and Eyring, Veronika and Reichstein, Markus and Denzler, Joachim (2020) Causal Link Estimation under Hidden Confounding in Ecological Time Series. 9th Int. Work. Clim. Informatics, Paris.

Watson, Andrew and Kralisch, Sven and Künne, Annika and Fink, Manfred and Miller, Jodie (2020) Impact of precipitation data density and duration on simulated flow dynamics and implications for ecohydrological modelling of semi-arid catchments of Southern Africa. Journal of Hydrology, 590, p. 125280. Elsevier. doi: 10.1016/j.jhydrol.2020.125280. ISSN 0022-1694. Volltext nicht frei.

This list was generated on Fri Oct 4 20:21:54 2024 CEST.