Publications


Kaufman B, Rozgonyi T, Marquetand P, Weinacht T. Competition between dynamic resonance and internal conversion in strong-field molecular ionization with chirped ultrafast laser pulses. Physical Review A. 2021 Feb 15;103(2):023108. doi: 10.1103/PhysRevA.103.023108

Bomze I, Schachinger W, Weibull J. Does moral play equilibrate? Economic Theory. 2021 Feb;71(1):305-315. Epub 2020 Jan 22. doi: 10.1007/s00199-020-01246-4

Andersen TG, Archakov I, Grund LE, Hautsch N, Li Y, Nasekin S et al. A Descriptive Study of High-Frequency Trade and Quote Option Data. Journal of Financial Econometrics. 2021 Jan 6;19(1):128–177. nbaa036. doi: 10.1093/jjfinec/nbaa036

König G, Molnar C, Bischl B, Grosse-Wentrup M. Relative Feature Importance. 2021. Paper presented at 25th International Conference on Pattern Recognition, Mailand, Italy. doi: 10.1109/ICPR48806.2021.9413090

Qian L, Plant C, Böhm C. Density-Based Clustering for Adaptive Density Variation. In Bailey J, Miettinen P, Koh YS, Tao D, Wu X, editors, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Piscataway, NJ: IEEE. 2021. p. 1282-1287 doi: 10.1109/ICDM51629.2021.00158

Miklautz L, Bauer L, Mautz D, Tschiatschek S, Böhm C, Plant C. Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. In Zhou ZH, editor, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21): Montreal, 19-27 August 2021. International Joint Conferences on Artificial Intelligence. 2021. p. 2826-2832 doi: 10.24963/ijcai.2021/389

Xu J, Markham A, Meunier A, Raggam P, Grosse-Wentrup M. Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-Based Brain-Computer Interfacing. 2021. Paper presented at 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Victoria, Australia. doi: 10.1109/SMC52423.2021.9658876

Alarcon Ortega EJ, Bicher M, Bomze I, Bot RI, Dörner KF, Gansterer M et al. Logistikentscheidungsunterstützung in der Pandemie. In Brunner U, Prandtstetter M, Reiner G, Starkl F, Stein S, Wakolbinger T, editors, Jahrbuch der Logistikforschung: Innovative Anwendungen, Konzepte & Technologien. Vol. 3. Wien: Trauner Verlag. 2021. p. 185-195. (Schriftenreihe Logistikforschung).

Follak S, Bakacsy L, Essl F, Hochfellner L, Lapin K, Schwarz M et al. Monograph of invasive plants in Europe N°6: Asclepias syriaca L. Botany Letters. 2021;168(3):422-451. doi: 10.1080/23818107.2021.1886984

Geist M, Petersen PC, Raslan M, Schneider R, Kutyniok G. Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks. Journal of Scientific Computing. 2021;88(1):22. doi: 10.1007/s10915-021-01532-w

Schelling B, Bauer L, Behzadi Soheil S, Plant C. Utilizing Structure-rich Features to improve Clustering. In Hutter F, Kersting K, Lijffjit J, Valera I, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I. 1 ed. Vol. 12457. Cham: Springer International Publishing. 2021. p. 91-107. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-67658-2_6

Kaufman B, Rozgonyi T, Marquetand P, Weinacht T. Adiabatic elimination in strong-field light-matter coupling. Physical Review A. 2020 Dec 23;102(6):063117. doi: 10.1103/PhysRevA.102.063117

Mautz D, Plant C, Böhm C. DeepECT: The Deep Embedded Cluster Tree. Data Science and Engineering. 2020 Dec 1;5:419-432. doi: 10.1007/s41019-020-00134-0