Publikationsliste


Liu, B.; Coblenz, M.; Grothe, O. (2024). Predicting grid frequency short-term dynamics with Gaussian processes and sequence modeling. e-Energy ’24: Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 535–550, Association for Computing Machinery (ACM). doi:10.1145/3632775.3662160Full textFull text of the publication as PDF document
Borlinghaus, P.; Tausch, F.; Odemer, R. (2024). Natural color dispersion of corbicular pollen limits color-based classification. ISPRS Open Journal of Photogrammetry and Remote Sensing, 12, Article no: 100063. doi:10.1016/j.ophoto.2024.100063Full textFull text of the publication as PDF document
Valgaev, O. (2023, November 28). Day-Ahead Building Power Demand Forecasting in Smart Grids. PhD dissertation. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164778Full textFull text of the publication as PDF document
Kächele, F.; Grothe, O. (2023). Realtime temperature-adjusted natural gas savings of European private households: A study on the German gas market in 2022. Companion Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy ’23), 21–25, Association for Computing Machinery (ACM). doi:10.1145/3599733.3600246
Borlinghaus, P.; Tausch, F.; Rettenberger, L. (2023). A Purely Visual Re-ID Approach for Bumblebees (Bombus terrestris). Smart Agricultural Technology, 3, Art.-Nr.: 100135. doi:10.1016/j.atech.2022.100135
Mohr, R.; Coblenz, M.; Kirst, P. (2023). Globally optimal univariate spline approximations. Computational Optimization and Applications, 85, 409–439. doi:10.1007/s10589-023-00462-7Full textFull text of the publication as PDF document
Grothe, O.; Rieger, J. (2022). SVD-reduction of high-dimensional German spatio-temporal wind speed data and clusters of similarity. e-Energy ’22: Proceedings of the Thirteenth ACM International Conference on Future Energy Systems, 515–520, Association for Computing Machinery (ACM). doi:10.1145/3538637.3539764
Borlinghaus, P.; Odemer, R.; Tausch, F.; Schmidt, K.; Grothe, O. (2022). Honey bee counter evaluation – Introducing a novel protocol for measuring daily loss accuracy. Computers and Electronics in Agriculture, 197, Art.Nr. 106957. doi:10.1016/j.compag.2022.106957
Koster, N.; Grothe, O.; Rettinger, A. (2022). Signing the Supermask: Keep, Hide, Invert. International Conference on Learning Representations 2022. Full textFull text of the publication as PDF document
Coblenz, M.; Grothe, O.; Herrmann, K.; Hofert, M. (2022). Smooth bootstrapping of copula functionals. Electronic Journal of Statistics, 16 (1), 2550–2606. doi:10.1214/22-EJS2007Full textFull text of the publication as PDF document
Coblenz, M.; Grothe, O.; Herrmann, K.; Hofert, M. (2021). Smooth bootstrapping of copula functionals. doi:10.48550/arXiv.2110.03397
Coblenz, M.; Holz, S.; Bauer, H.-J.; Grothe, O.; Koch, R. (2020). Modelling fuel injector spray characteristics in jet engines by using vine copulas. Journal of the Royal Statistical Society / C, 69 (4), 863–886. doi:10.1111/rssc.12421
Grothe, O.; Kaplan, A.; Kouz, K.; Saugel, B. (2020). Computer Program for Error Grid Analysis in Arterial Blood Pressure Method Comparison Studies. Anesthesia & analgesia, 130 (3), e71–e74. doi:10.1213/ANE.0000000000004584
Grothe, O.; Kleppe, T. S.; Liesenfeld, R. (2019). The Gibbs sampler with particle efficient importance sampling for state-space models*. Econometric reviews, 38 (10), 1152–1175. doi:10.1080/07474938.2018.1536098
Bethge, D.; Chen, J.; Grothe, O.; Elmer, J.; Dubrawski, A. (2019). Prognostication of neurological recovery by analyzing structural breaks in EEG data. 2019 International Conference on Data Mining Workshops (ICDMW), 933–940, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDMW.2019.00136
Axenovich, M.; Kaplan, A.; Yuster, R. (2019). Clumsy packings of graphs. The electronic journal of combinatorics, 26 (2), Art.Nr.: P2.39.
Grothe, O.; Kaplan, A.; Kouz, K.; Saugel, B. (2019). Software and example data for error grid analysis. doi:10.5445/IR/1000096054
Rogge, D. E.; Nicklas, J. Y.; Schön, G.; Grothe, O.; Haas, S. A.; Reuter, D. A.; Saugel, B. (2019). Continuous Noninvasive Arterial Pressure Monitoring in Obese Patients During Bariatric Surgery: An Evaluation of the Vascular Unloading Technique (Clearsight system). Anesthesia & analgesia, 128 (3), 477–483. doi:10.1213/ANE.0000000000003943
Coblenz, M.; Grothe, O.; Schreyer, M.; Trutschnig, W. (2018). On the length of copula level curves. Journal of multivariate analysis, 167, 347–365. doi:10.1016/j.jmva.2018.06.001
Breig, R.; Coblenz, M.; Pelz, M. (2018). Enhancing simulation-based theory development in entrepreneurship through statistical validation. Journal of Business Venturing Insights, 9, 53–59. doi:10.1016/j.jbvi.2018.02.003
Saugel, B.; Grothe, O.; Nicklas, J. Y. (2018). Error Grid Analysis for Arterial Pressure Method Comparison Studies. Anesthesia & analgesia, 126 (4), 1177–1185. doi:10.1213/ANE.0000000000002585
Coblenz, M.; Dyckerhoff, R.; Grothe, O. (2018). Nonparametric Estimation of Multivariate Quantiles. Environmetrics, 29 (2), Art. Nr.: e2488. doi:10.1002/env.2488
Coblenz, M.; Dyckerhoff, R.; Grothe, O. (2018). Confidence Regions for Multivariate Quantiles. Water, 10 (8), Article: 996. doi:10.3390/w10080996Full textFull text of the publication as PDF document
Kaso, M.; Musgens, F.; Grothe, O. (2016). Dynamic forecast combinations of improved individual forecasts for the prediction of wind energy. 13th International Conference on the European Energy Market (EEM), Porto, Portugal, 6–9 June 2016, Art.Nr. 7521228, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2016.7521228
Grothe, O.; Hofert, M. (2015). Construction and sampling of Archimedean and nested Archimedean Lévy copulas. Journal of multivariate analysis, 138, 182–198. doi:10.1016/j.jmva.2014.12.004
Ejsing, J.; Grothe, M.; Grothe, O. (2015). Liquidity and credit premia in the yields of highly-rated sovereign bonds. Journal of empirical finance, 33, 160–173. doi:10.1016/j.jempfin.2015.04.001
Münnix, M. C.; Schäfer, R.; Grothe, O. (2014). Estimating correlation and covariance matrices by weighting of market similarity. Quantitative finance, 14 (5), 931–939. doi:10.1080/14697688.2011.605075
Eichler, M.; Grothe, O.; Manner, H.; Tuerk, D. (2014). Models for short-term forecasting of spike occurrences in Australian electricity markets: a comparative study. The journal of energy markets, 7 (1), 55–81.
Grothe, O.; Korniichuk, V.; Manner, H. (2014). Modeling Multivariate Extreme Events Using Self-Exciting Point Processes. Journal of econometrics, 182 (2), 269–289. doi:10.1016/j.jeconom.2014.03.011
Blumentritt, T.; Grothe, O. (2013). Ranking ranks: a ranking algorithm for bootstrapping from the empirical copula. Computational statistics, 28 (2), 455–462. doi:10.1007/s00180-012-0310-8
Grothe, O. (2013). Jump Tail Dependence in Lévy Copula Models. Extremes, 16 (3), 303–324. doi:10.1007/s10687-012-0162-1
Grothe, O. (2013). A higher order correlation unscented Kalman filter. Applied mathematics and computation, 219 (17), 9033–9042. doi:10.1016/j.amc.2013.03.019
Grothe, O.; Nicklas, S. (2013). Vine Constructions of Lévy Copulas. Journal of multivariate analysis, 119, 1–15. doi:10.1016/j.jmva.2013.04.002
Grothe, O.; Schnieders, J.; Segers, J. (2013). Measuring association and dependence between random vectors. Journal of multivariate analysis, 123, 96–110. doi:10.1016/j.jmva.2013.08.019
Grothe, O.; Schmid, F. (2011). Kendall’s W reconsidered. Communications in statistics / Simulation and computation, 40 (2), 285–305. doi:10.1080/03610918.2010.538791
Teschner, F.; Coblenz, M.; Weinhardt, C. (2011). Short-selling in prediction markets. Journal of Prediction Markets, 5 (2), 14–31.
Grothe, O.; Schmidt, R. (2010). Scaling of Levy-Student processes. Physica / A, 389 (7), 1455–1463. doi:10.1016/j.physa.2009.11.039
Grothe, O.; Müller, C.; Gundolf, S. (2007). Liquiditätsrisiken statt Preisrisiken: Steuerung von Clearingzahlungen bei Future-Portfolios. Emw, (6), online.
Deitmar, H.; Denz, C.; Eversloh, M.; Grothe, O.; Holtmann, F.; Krishnamachari, V. V.; Wördemann, M. (2006). Echtzeitbestimmung von Geschwindigkeits- und Dichtefeldern in Mikroströmungen mit Hilfe optisch nichtlinearer Bildaufnahme. Lasermethoden in der Strömungsmesstechnik : 14. Fachtagung, 5. - 7. September 2006, Physikalisch-Technische Bundesanstalt, Braunschweig. Hrsg.: D. Dopheide, 49/1–6, Deutschen Gesellschaft für Laser-Anemometrie.
Deitmar, H.; Denz, C.; Eversloh, M.; Grothe, O.; Holtmann, F.; Krishnamachari, V. V.; Wördemann, M. (2006). Measurement of Density Changes in Fluid Flow by an Optical Nonlinear Filtering Technique. 12th international symposium on flow visualization : September 10-14, 2006, Göttingen, Germany ; CD-Rom proceedings. Ed.: I. Grant, CD-ROM, Optimage Ltd.
Grothe, O.; Müller, C.; Müsgens, F. (2006). Modellierung von Energiepreisrisiken durch Bindefristen bei öffentlichen Ausschreibungen. Emw, (6), online.
Deitmar, H.; Denz, C.; Grothe, O.; Krishnamachari, V. V. (2005). Novelty Filtering with a Photorefractive Lithium-Niobate Crystal. Applied physics letters, 87 (7), Art. Nr. 071105. doi:10.1063/1.2007857