A Genetic Programming Learning Approach to Generate Dispatching Rules for Flexible Shop Scheduling Problems. / Braune, Roland; Benda, Frank; Dörner, Karl Franz; Hartl, Richard.
In: International Journal of Production Economics, Vol. 243, 108342, 2022.Publication: Contribution to journal › Article › peer-review
Phase Transitions in Rate Distortion Theory and Deep Learning. / Grohs, Philipp; Klotz, Andreas; Voigtlaender, Felix.
In: Foundations of Computational Mathematics, 16.11.2021.Publication: Contribution to journal › Article › peer-review
A Large Neighbourhood Search Metaheuristic for the Contagious Disease Testing Problem. / Wolfinger, David; Gansterer, Margaretha; Dörner, Karl Franz; Popper, Nikolas.
In: European Journal of Operational Research, 21.10.2021.Publication: Contribution to journal › Article › peer-review
Multi-objective simulation optimization for complex urban mass rapid transit systems. / Schmaranzer, David (Corresponding author); Braune, Roland; Dörner, Karl Franz.
In: Annals of Operations Research, Vol. 305, No. 1, 10.2021, p. 449-486.Publication: Contribution to journal › Article › peer-review
Histogram binning revisited with a focus on human perception : VIS2021 - short paper 1171. / Sahann, Raphael; Möller, Torsten; Schmidt, Johanna.
2021. Paper presented at IEEE VIS 2021, United States.Publication: Contribution to conference › Paper › peer-review
Frank–Wolfe and friends: a journey into projection-free first-order optimization methods. / Bomze, Immanuel; Rinaldi, Francesco; Zeffiro, Damiano.
In: 4 OR, Vol. 19, 06.09.2021, p. 313-345.Publication: Contribution to journal › Review › peer-review
Machine learning for electronically excited states of molecules. / Westermayr, Julia; Marquetand, Philipp (Corresponding author).
In: Chemical Reviews, Vol. 121, No. 16, 25.08.2021, p. 9873-9926.Publication: Contribution to journal › Review › peer-review
Dip-based Deep Embedded Clustering with k-Estimation. / Bauer, Lena; Leiber, Collin; Schelling, Benjamin; Boehm, Christian; Plant, Claudia.
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining: August 14 - 18, 2021. New York, NY : Association for Computing Machinery (ACM), 2021. p. 903-913.Publication: Contribution to book › Contribution to proceedings › peer-review
The ρ Ophiuchi region revisited with Gaia EDR3 : Two young populations, new members, and old impostors. / Grasser, Natalie (Corresponding author); Ratzenböck, Sebastian; Alves, João; Großschedl, Josefa; Meingast, Stefan; Zucker, Catherine; Lada, Charles; Goodman, Alyssa; Lombardi, Marco; Forbes, John C.; Bomze, Immanuel M.; Möller, Torsten; Hacar Gonzalez, Alvaro.
In: Astronomy & Astrophysics, Vol. 652, A2, 08.2021.Publication: Contribution to journal › Article › peer-review
A theoretical analysis of deep neural networks and parametric PDEs. / Kutyniok, Gitta; Petersen, Philipp Christian (Corresponding author); Raslan, Mones; Schneider, Reinhold.
In: Constructive Approximation, 02.06.2021, p. 1-53.Publication: Contribution to journal › Article › peer-review
A Novel Hilbert Curve for Cache-locality Preserving Loops. / Bohm, C.; Perdacher, M.; Plant, C.
In: IEEE Transactions on Big Data, 01.06.2021.Publication: Contribution to journal › Article › peer-review
Solving the electronic Schrödinger equation for multiple nuclear geometries with weight-sharing deep neural networks. / Scherbela, Michael; Reisenhofer, Rafael; Gerard, Leon; Marquetand, Philipp; Grohs, Philipp.
2021.Publication: Other publication › Other
DNN Expression Rate Analysis of High-dimensional PDEs: Application to Option Pricing. / Elbrächter, Dennis (Corresponding author); Grohs, Philipp; Jentzen, Arnulf; Schwab, Christoph.
In: Constructive Approximation, 06.05.2021.Publication: Contribution to journal › Article › peer-review
Deep Neural Network Approximation Theory. / Elbrächter, Dennis; Perekrestenko, Dmytro ; Grohs, Philipp; Bölcskei, Helmut.
In: IEEE TRANSACTIONS ON INFORMATION THEORY, Vol. 67, No. 5, 05.2021, p. 2581-2623.Publication: Contribution to journal › Article › peer-review
Fusing Attributed and Topological Global-Relations for Network Embedding. / Sun, Xin; Yu, Yongbo; Liang, Yao; Dong, Junyu; Plant, Claudia; Böhm, Christian.
In: Information Sciences, Vol. 558, 05.2021, p. 76-90.Publication: Contribution to journal › Article › peer-review
Fast cluster detection in networks by first-order optimization. / Bomze, Immanuel; Rinaldi, Francesco; Zeffiro, Damiano.
In: SIAM Journal on Mathematics of Data Science, 29.03.2021.Publication: Contribution to journal › Article › peer-review
Massively Parallel Random Number Generation. / Plant, Claudia; Böhm, Christian.
2020 IEEE International Conference on Big Data: Dec 10-Dec 13, 2020, virtual event : proceedings. ed. / Xintao Wu. Piscataway, NJ : IEEE, 2021. p. 413-419.Publication: Contribution to book › Contribution to proceedings › peer-review
Competition between dynamic resonance and internal conversion in strong-field molecular ionization with chirped ultrafast laser pulses. / Kaufman, Brian (Corresponding author); Rozgonyi, Tamas; Marquetand, Philipp; Weinacht, Thomas.
In: Physical Review A, Vol. 103, No. 2, 023108, 15.02.2021.Publication: Contribution to journal › Article › peer-review
Does moral play equilibrate? / Bomze, Immanuel; Schachinger, Werner; Weibull, Jorgen.
In: Economic Theory, Vol. 71, No. 1, 02.2021, p. 305-315.Publication: Contribution to journal › Article › peer-review
Interplay of non-convex quadratically constrained problems with adjustable robust optimization. / Bomze, Immanuel; Gabl, Markus.
In: Mathematical Methods of Operations Research, Vol. 93, 02.2021, p. 115-151.Publication: Contribution to journal › Article › peer-review
Trust Your Data or Not—StQP Remains StQP: Community Detection via Robust Standard Quadratic Optimization. / Bomze, Immanuel; Kahr, Michael; Leitner, Markus.
In: Mathematics of Operations Research, Vol. 46, No. 1, 02.2021, p. 301-316.Publication: Contribution to journal › Article › peer-review
A Descriptive Study of High-Frequency Trade and Quote Option Data. / Andersen, Torben G.; Archakov, Ilya; Grund, Leon Eric; Hautsch, Nikolaus; Li, Yifan; Nasekin, Sergey; Nolte, Ingmar; Pham, Manh Cuong; Taylor, Stephen; Todorov, Viktor.
In: Journal of Financial Econometrics, Vol. 19, No. 1, nbaa036, 06.01.2021, p. 128–177.Publication: Contribution to journal › Article › peer-review
Extended stellar systems in the solar neighborhood. V. Discovery of coronae of nearby star clusters. / Meingast, Stefan; Alves, João; Rottensteiner, Alena.
In: Astronomy & Astrophysics, Vol. 645, 01.01.2021.Publication: Contribution to journal › Article › peer-review
An accelerated minimax algorithm for convex-concave saddle point problems with nonsmooth coupling function. / Bot, Radu Ioan; Csetnek, Ernö Robert; Sedlmayer, Michael.
2021.Publication: Working paper › Preprint/Draft
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. / Miklautz, Lukas; Bauer, Lena; Mautz, Dominik; Tschiatschek, Sebastian; Böhm, Christian; Plant, Claudia.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21): Montreal, 19-27 August 2021. ed. / Zhi-Hua Zhou. International Joint Conferences on Artificial Intelligence, 2021. p. 2826-2832.Publication: Contribution to book › Contribution to proceedings › peer-review
Logistikentscheidungsunterstützung in der Pandemie. / Alarcon Ortega, Emilio Jose; Bicher, Martin; Bomze, Immanuel; Bot, Radu Ioan; Dörner, Karl Franz; Gansterer, Margaretha; Kahr, Michael; Kritzinger, Sylvia; Popper, Nikolas; Sedlmayer, Michael; Vigo, Daniele; Wolfinger, David.
Jahrbuch der Logistikforschung: Innovative Anwendungen, Konzepte & Technologien. ed. / Uwe Brunner; Matthias Prandtstetter; Gerald Reiner; Friedrich Starkl; Sandra Stein; Tina Wakolbinger. Wien : Trauner Verlag, 2021. p. 185-195.Publication: Contribution to book › Chapter
Monograph of invasive plants in Europe N°6 : Asclepias syriaca L. / Follak, Swen; Bakacsy, László; Essl, Franz; Hochfellner, Lisa; Lapin, Katharina; Schwarz, Michael; Tokarska-Guzik, Barbara; Wołkowycki, Dan.
In: Botany Letters, Vol. 168, No. 3, 2021, p. 422-451.Publication: Contribution to journal › Article › peer-review
Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks. / Geist, Moritz; Petersen, Philipp Christian (Corresponding author); Raslan, Mones; Schneider, Reinhold; Kutyniok, Gitta.
In: Journal of Scientific Computing, Vol. 88, 22, 2021.Publication: Contribution to journal › Article › peer-review
Uncertainty preferences in robust mixed-integer linear optimization with endogenous uncertainty. / Bomze, Immanuel; Gabl, Markus.
In: SIAM Journal on Optimization, 2021.Publication: Contribution to journal › Article › peer-review
Utilizing Structure-rich Features to improve Clustering. / Schelling, Benjamin; Bauer, Lena; Behzadi Soheil, Sahar; Plant, Claudia.
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I. ed. / Frank Hutter; Kristian Kersting; Jeffrey Lijffjit; Isabel Valera. Vol. 12457 1. ed. Cham : Springer International Publishing, 2021. p. 91-107 (Lecture Notes in Computer Science).Publication: Contribution to book › Contribution to proceedings › peer-review
Adiabatic elimination in strong-field light-matter coupling. / Kaufman, Brian (Corresponding author); Rozgonyi, Tamas; Marquetand, Philipp; Weinacht, Thomas.
In: Physical Review A, Vol. 102, No. 6, 063117, 23.12.2020.Publication: Contribution to journal › Article › peer-review
Heterogeneous Graphical Granger Causality by Minimum Message Length. / Hlavackova-Schindler, Katerina; Plant, Claudia.
In: Entropy, Vol. 22, No. 12, 1400, 11.12.2020.Publication: Contribution to journal › Article › peer-review
DeepECT: The Deep Embedded Cluster Tree. / Mautz, Dominik; Plant, Claudia; Böhm, Christian.
In: Data Science and Engineering, Vol. 5, 01.12.2020, p. 419-432.Publication: Contribution to journal › Article › peer-review
Man, Woman, Child. Ethical Aspects of Metadata at the Pitt Rivers Museum. / Kahn, Rebecca Josina.
In: Digital Culture & Society, Vol. 6, No. 2, 12.2020, p. 63-86.Publication: Contribution to journal › Article › peer-review
Secure and efficient routing on nodes, edges, and arcs on simple- and multi-graphs. / Fröhlich, Georg Erwin Adrian; Dörner, Karl Franz; Gansterer, Margaretha.
In: Networks (New York): an international journal, Vol. 76, No. 4, 12.2020, p. 431-450.Publication: Contribution to journal › Article › peer-review
Excited-state dynamics of CH2I2 and CH2IBr studied with UV-pump VUV-probe momentum-resolved photoion spectroscopy. / Liu, Yusong; Rozgonyi, Tamas; Marquetand, Philipp; Weinacht, Thomas (Corresponding author).
In: Journal of Chemical Physics, Vol. 153, No. 18, 184304, 14.11.2020.Publication: Contribution to journal › Article › peer-review
Massively Parallel Graph Drawing and Representation Learning. / Böhm, Christian; Plant, Claudia.
2020 IEEE International Conference on Big Data (Big Data). IEEE, 2020. p. 609-616.Publication: Contribution to book › Contribution to proceedings › peer-review
Biased random-key genetic algorithm for cobot assignment in an assembly/disassembly job shop scheduling problem. / Kinast, Alexander; Dörner, Karl; Rinderle-Ma, Stefanie.
2020. Paper presented at International Conference on Industry 4.0 and Smart Manufacturing 2020, Unknown.Publication: Contribution to conference › Paper › peer-review
Discovery of new stellar groups in the Orion complex. Towards a robust unsupervised approach. / Chen, Boquan; D'Onghia, Elena; Alves, João; Adamo, Angela.
In: Astronomy & Astrophysics, Vol. 643, A114, 11.2020.Publication: Contribution to journal › Article › peer-review
Deep learning for UV absorption spectra with SchNarc: First steps toward transferability in chemical compound space. / Westermayr, J.; Marquetand, P. (Corresponding author).
In: Journal of Chemical Physics, Vol. 153, No. 15, 154112, 21.10.2020.Publication: Contribution to journal › Article › peer-review
Feature selection, ensemble learning, and artificial neural Networks for Short-Range Wind Speed Forecasts. / Papazek, Petrina; Schicker, Irene; Plant, Claudia; Kann, Alexander; Wang, Yong.
In: Meteorologische Zeitschrift, Vol. 29, No. 4, 01.10.2020, p. 307-322.Publication: Contribution to journal › Article › peer-review
Measurement Dependence Inducing Latent Causal Models. / Markham, Alex; Grosse-Wentrup, Moritz.
2020. Paper presented at Conference on Uncertainty and Artificial Intelligence, Unknown.Publication: Contribution to conference › Paper › peer-review
Machine learning and excited-state molecular dynamics. / Westermayr, Julia; Marquetand, Philipp (Corresponding author).
In: Machine Learning: Science and Technology, Vol. 1, No. 4, 043001, 17.09.2020.Publication: Contribution to journal › Article › peer-review
RandomLink - Avoiding Linkage-Effects by employing Random Effects for Clustering. / Schelling, Benjamin; Sluiter, Gert; Plant, Claudia.
Database and Expert Systems Applications. 31st International Conference, DEXA 2020, Bratislava, Czech Republic, September 14–17, 2020: Proceedings, Part I. Vol. 12391 1. ed. Cham : Springer International Publishing, 2020. p. 217-232 (Lecture Notes in Computer Science).Publication: Contribution to book › Contribution to proceedings › peer-review
Constructing Patterns of (Many) ESSs Under Support Size Control. / Bomze, Immanuel M.; Schachinger, Werner.
In: Dynamic Games and Applications, Vol. 10, No. 3, 09.2020, p. 618-640.Publication: Contribution to journal › Article › peer-review
Graphical Granger Causality by Information-Theoretic Criteria. / Hlavackova-Schindler, Katerina; Plant, Claudia.
ECAI 2020: 24th European Conference on Artificial Intelligence, 29 August–8 September 2020, Santiago de Compostela, Spain – Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020). ed. / G De Giacomo; A Catala; B Dilkina; M Milano; S Barro; A Bugarin; J Lang. IOS Press, 2020. p. 1459-1466 (Frontiers in Artificial Intelligence and Applications, Vol. 325).Publication: Contribution to book › Contribution to proceedings › peer-review
Non-linear Cluster Enhancement: Forcing Clusters into a compact shape. / Schelling, Benjamin; Miklautz, Lukas; Plant, Claudia.
ECAI 2020 : 24th European Conference on Artificial Intelligence : 29 August-8 September 2020, Santiago De Compostela, Spain, including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) : proceedings: Part 2. ed. / Giuseppe De Giacomo. Vol. 325 Amsterdam : IOS Press, 2020. p. 1451-1458 (Frontiers in Artificial Intelligence and Applications).Publication: Contribution to book › Contribution to proceedings › peer-review
Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans. / Mautz, Dominik; Ye, Wei; Plant, Claudia; Böhm, Christian.
In: ACM Transactions on Knowledge Discovery from Data, Vol. 14, No. 5, 55, 08.2020, p. 1-24.Publication: Contribution to journal › Article › peer-review
Coherent Control of Internal Conversion in Strong-Field Molecular Ionization. / Kaufman, Brian (Corresponding author); Rozgonyi, Tamas; Marquetand, Philipp; Weinacht, Thomas.
In: Physical Review Letters, Vol. 125, No. 5, 053202, 29.07.2020.Publication: Contribution to journal › Article › peer-review
Extended stellar systems in the solar neighborhood IV. Meingast 1 : the most massive stellar stream in the solar neighborhood. / Ratzenboeck, Sebastian; Meingast, Stefan; Alves, Joao; Moeller, Torsten; Bomze, Immanuel.
In: Astronomy & Astrophysics, Vol. 639, A64, 07.07.2020.Publication: Contribution to journal › Article › peer-review
A New Parametrization of Correlation Matrices. / Archakov, Ilya; Hansen, Peter R.
In: Econometrica, Vol. 89, No. 4, 07.2020, p. 1699-1715.Publication: Contribution to journal › Article › peer-review
Combining SchNet and SHARC: The SchNarc Machine Learning Approach for Excited-State Dynamics. / Westermayr, Julia; Gastegger, Michael (Corresponding author); Marquetand, Philipp (Corresponding author).
In: Journal of Physical Chemistry Letters, Vol. 11, No. 10, 21.05.2020, p. 3828-3834.Publication: Contribution to journal › Article › peer-review
Neural networks and kernel ridge regression for excited states dynamics of CH2NH2+: From single-state to multi-state representations and multi-property machine learning models. / Westermayr, Julia; Faber, Felix A.; Christensen, Anders S.; von Lilienfeld, O Anatole (Corresponding author); Marquetand, Philipp (Corresponding author).
In: Machine Learning: Science and Technology, Vol. 1, No. 2, 025009, 19.05.2020.Publication: Contribution to journal › Article › peer-review
Spectroscopic and Structural Probing of Excited-State Molecular Dynamics with Time-Resolved Photoelectron Spectroscopy and Ultrafast Electron Diffraction. / Liu, Yusong; Horton, Spencer L.; Yang, Jie; Nunes, J. Pedro F.; Shen, Xiaozhe; Wolfe, Thomas J. A.; Forbes, Ruaridh; Cheng, Chuan; Moore, Bryan; Centurion, Martin; Hegazy, Kareem; Li, Renkai; Lin, Ming-Fu; Stolow, Albert; Hockett, Paul; Rozgonyi, Thuds; Marquetand, Philipp (Corresponding author); Wang, Xijie; Weinacht, Thomas.
In: Physical Review X, Vol. 10, No. 2, 021016, 22.04.2020.Publication: Contribution to journal › Article › peer-review
The Data Mining Group at University of Vienna. / Altinigneli, Muzaffer Can; Bauer, Lena G. M.; Behzadi, Sahar; Fritze, Robert; Hlavackova-Schindler, Katerina; Leodolter, Maximilian; Miklautz, Lukas; Perdacher, Martin; Sadikaj, Ylli; Schelling, Benjamin; Plant, Claudia.
In: Datenbank-Spektrum, Vol. 20, 01.03.2020, p. 71-79.Publication: Contribution to journal › Article › peer-review
Multivariate Dynamic Intensity Peaks-Over-Threshold Models. / Hautsch, Nikolaus; Herrera Leiva, Rodrigo .
In: Journal of Applied Econometrics, Vol. 35, No. 2, 03.2020, p. 248-272.Publication: Contribution to journal › Article › peer-review
Analysis and comparison of algorithms for the tomographic reconstruction of curved fibres. / Fröhler, Bernhard Wolfgang; Elberfeld, Tim; Möller, Torsten; Hege, Hans-Christian; de Beenhouwer, Jan; Sijbers, Jan; Kastner, Johann; Heinzl, Christoph.
In: Nondestructive Testing and Evaluation, Vol. 35, No. 3, 16.01.2020, p. 328-341.Publication: Contribution to journal › Article › peer-review
Publication: Contribution to journal › Article
A Distance Metric for Sets of Events. / Sahann, Raphael; Plant, Claudia; Möller, Torsten.
2020 7th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2020, Sydney, Australia, October 6-9, 2020. IEEE, 2020. p. 506-515.Publication: Contribution to book › Contribution to proceedings › peer-review
A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. / Bot, Radu Ioan; Sedlmayer, Michael; Phan, Tu Vuong.
arXiv.org, 2020.Publication: Working paper › Preprint/Draft
Active Set Complexity of the Away-Step Frank--Wolfe Algorithm. / Bomze, Immanuel; Rinaldi, Francesco; Zeffiro, Damiano.
In: SIAM Journal on Optimization, Vol. 30, No. 3, 2020, p. 2470-2500.Publication: Contribution to journal › Article › peer-review
Adaptive, distribution-free prediction intervals for deep neural networks. / Kivaranovic, Danijel; Johnson, Kory; Leeb, Hannes.
In: Proceedings of Machine Learning Research, Vol. 108, 2020, p. 4346-4356.Publication: Contribution to journal › Meeting abstract/Conference paper › peer-review
Adaptive large neighborhood search for the vehicle routing problem with synchronization constraints at the delivery location. / Sarasola, Briseida; Dörner, Karl Franz.
In: Networks (New York): an international journal, Vol. 75, No. 1, 2020, p. 64-85.Publication: Contribution to journal › Article › peer-review
Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. / Plant, Claudia; Biedermann, Sonja; Böhm, Christian.
KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020. ACM, 2020. p. 1212-1222.Publication: Contribution to book › Contribution to proceedings › peer-review
Deep Embedded Non-Redundant Clustering. / Miklautz, Lukas; Mautz, Dominik; Altinigneli, Muzaffer Can; Böhm, Christian; Plant, Claudia.
In: Proceedings of the ... National Conference on Artificial Intelligence, Vol. 34, No. 04, 2020, p. 5174-5181.Publication: Contribution to journal › Meeting abstract/Conference paper › peer-review
EpiMath Austria : COVID-19 Modellierung am Beispiel Österreich. Beiglböck, Mathias (Author); Cebula, Paulina (Author); Eder, Manuel (Author); Grass, Annemarie (Author); Hermisson, Joachim (Author); Hledik, Michal (Author); Hütter, Christiane (Author); Iofinova, Eugenia (Author); Johnson, Kory (Author); Nordborg, Magnus (Author); Pisupati, Rahul (Author); Polechová, Jitka (Author); Puixeu, Gemma (Author); Reisenhofer, Rafael (Author); Sarikas, Srdjan (Author); Toneian, Daniel (Author); Wölfl, Benjamin (Author); Zimmermann, Claudia (Author). 2020.
Publication: Electronic/multimedia output › Web publication
Extending Recommendations for Creative Visualization-Opportunities Workshops. / Knoll, Christian; Çetin, Asil; Möller, Torsten; Meyer, Miriah.
2020. Paper presented at 2020 IEEE Workshop on Evaluation and Beyond - Methodological Approaches to Visualization (BELIV), Salt Lake City, United States.Publication: Contribution to conference › Paper › peer-review
Hierarchical Quick Shift Guided Recurrent Clustering. / Altinigneli, Muzaffer Can; Miklautz, Lukas; Böhm, Christian; Plant, Claudia.
36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020. IEEE, 2020. p. 1842-1845.Publication: Contribution to book › Contribution to proceedings › peer-review
ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data. / Behzadi, Sahar; Schelling, Benjamin (Corresponding author); Plant, Claudia.
Advances in Knowledge Discovery and Data Mining. PAKDD 2020. ed. / H. Lauw; RW. Wong; A. Ntoulas; EP. Lim; SK. Ng; S. Pan. Cham : Springer, 2020. p. 742-755 (Lecture Notes in Computer Science, Vol. 12085).Publication: Contribution to book › Contribution to proceedings › peer-review
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning. / Berner, Julius; Dablander, Markus; Grohs, Philipp.
Advances in Neural Information Processing Systems 33 (NeurIPS 2020). ed. / H. Larochelle; M. Ranzato; R. Hadsell; M.F. Balcan; H. Lin. Cambridge, Mass. : MIT Press, 2020. (Advances in neural information processing systems : ... proceedings of the ... conference, Vol. 33).Publication: Contribution to book › Contribution to proceedings › peer-review
Two steps at a time -- taking GAN training in stride with Tseng's method. / Böhm, Axel; Sedlmayer, Michael; Csetnek, Ernö Robert; Bot, Radu Ioan.
2020.Publication: Working paper › Preprint/Draft
A matheuristic for a multimodal long haul routing problem. / Wolfinger, David (Corresponding author); Tricoire, Fabien; Dörner, Karl F.
In: EURO Journal on Transportation and Logistics, Vol. 8, No. 4, 12.2019, p. 397–433.Publication: Contribution to journal › Article › peer-review
Planting Synchronisation Trees for Discovering Interaction Patterns among Brain Regions. / Bauer, Lena; Grohs, Philipp; Wohlschläger, Afra; Plant, Claudia.
19th IEEE International Conference on Data Mining Workshops: 8–11 November 2019 Beijing, China. ed. / Panagiotis Papapetrou; Xueqi Cheng; Qing He. IEEE, 2019. p. 1035-1036 (International Conference on Data Mining workshops).Publication: Contribution to book › Contribution to proceedings › peer-review
A machine learning approach for flow shop scheduling problems with alternative resources, sequence-dependent setup times, and blocking. / Benda, Frank; Braune, Roland; Dörner, Karl Franz; Hartl, Richard.
In: OR Spectrum, Vol. 41, No. 4, 47, 05.11.2019, p. 871-893.Publication: Contribution to journal › Article › peer-review
Synchronization-based clustering on evolving data stream. / Shao, Junming; Tan, Yue; Gao, Lianli; Yang, Qinli; Plant, Claudia; Assent, Ira.
In: Information Sciences, Vol. 501, 01.10.2019, p. 573-587.Publication: Contribution to journal › Article › peer-review
Nonconvex min–max fractional quadratic problems under quadratic constraints : copositive relaxations. / Amaral, Paula Alexandra; Bomze, Immanuel M.
In: Journal of Global Optimization, Vol. 75, No. 2, 10.2019, p. 227–245.Publication: Contribution to journal › Article › peer-review
Notoriously hard (mixed-)binary QPs : empirical evidence on new completely positive approaches. / Bomze, Immanuel M.; Cheng, Jianqiang; Dickinson, Peter J.C.; Lisser, Abdel (Corresponding author); Liu, Jia.
In: Computational Management Science, Vol. 16, No. 4, 10.2019, p. 593-619.Publication: Contribution to journal › Article › peer-review
Large-Scale Portfolio Allocation Under Transaction Costs and Model Uncertainty. / Hautsch, Nikolaus; Voigt, Stefan.
In: Journal of Econometrics, Vol. 212, No. 1, 09.2019, p. 221-240.Publication: Contribution to journal › Article › peer-review
Dataset-Transformation: Improving Clustering by enhancing the structure with DipScaling and DipTransformation. / Schelling, Benjamin; Plant, Claudia.
In: Knowledge and Information Systems, Vol. 62, 02.08.2019, p. 457-484.Publication: Contribution to journal › Article › peer-review
Stochastic project management: Multiple projects with multi-skilled human resources. / Felberbauer, Thomas; Gutjahr, Walter; Dörner, Karl Franz.
In: Journal of Scheduling, Vol. 22, 15.06.2019, p. 271-288.Publication: Contribution to journal › Article
(Daten-)Schutz von Privatheit im digitalen Zeitalter : Eine kulturgeschichtliche Einlassung. / Schmale, Wolfgang.
In: Datenschutz und Datensicherheit: DuD: Recht und Sicherheit in Informationsverarbeitung und Kommunikation, Vol. 43, No. 6, 25.05.2019, p. 327–331.Publication: Contribution to journal › Article › peer-review
Dynamic-Stochastic Radiotherapy Appointment Scheduling. / Vogl, Petra; Braune, Roland; Gutjahr, Walter; Dörner, Karl Franz.
In: Computers and Industrial Engineering, 09.04.2019.Publication: Contribution to journal › Article › peer-review
Extended stellar systems in the solar neighborhood. III. Like ships in the night: the Coma Berenices neighbor moving group. / Fürnkranz, Verena; Meingast, Stefan; Alves, João.
In: Astronomy & Astrophysics, Vol. 624, L11, 04.2019.Publication: Contribution to journal › Article › peer-review
Pure infection–immunization dynamics for partnership games: A correction. / Bomze, Immanuel; Rinaldi, Francesco; Rota Bulò, Samuel.
In: Games and Economic Behavior, Vol. 114, 03.2019, p. 315-317.Publication: Contribution to journal › Article › peer-review
Extended stellar systems in the solar neighborhood. II. Discovery of a nearby 120° stellar stream in Gaia DR2. / Meingast, Stefan; Alves, João; Fürnkranz, Verena.
In: Astronomy & Astrophysics, Vol. 622, L13, 02.2019.Publication: Contribution to journal › Article › peer-review
Edge, Ridge, and Blob Detection with Symmetric Molecules. / Reisenhofer, Rafael; King, Emily.
In: SIAM Journal on Imaging Sciences, 01.2019.Publication: Contribution to journal › Article › peer-review
Extended stellar systems in the solar neighborhood. I. The tidal tails of the Hyades. / Meingast, Stefan; Alves, João.
In: Astronomy & Astrophysics, Vol. 621, L3, 01.2019.Publication: Contribution to journal › Article › peer-review
Clustering of Mixed-type Data Considering Concept Hierarchies. / Behzadi Soheil, Sahar; Müller, Nikola (Contributor); Plant, Claudia; Böhm, Christian.
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I. ed. / Qiang Yang; Zhi-Hua Zhou; Zhiguo Gong; Min-Ling Zhang; Sheng-Jun Huang. Springer, 2019. p. 555-573 (Lecture Notes in Computer Science, Vol. 11439).Publication: Contribution to book › Contribution to proceedings › peer-review
Deep Embedded Cluster Tree. / Mautz, Dominik; Plant, Claudia; Böhm, Christian.
2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019. IEEE, 2019. p. 1258-1263.Publication: Contribution to book › Contribution to proceedings › peer-review
DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering. / Schelling, Benjamin; Plant, Claudia.
Informatik 2019 : 50 Jahre Gesellschaft für Informatik - Informatik für Gesellschaft: 23.-26. September 2019 Kassel. ed. / David Klaus; Kurt Geihs; Martin Lange; Gerd Stumme. Vol. 294 Bonn : Gesellschaft für Informatik e.V., 2019. p. 255-256 (GI-Edition : lecture notes in informatics Proceedings).Publication: Contribution to book › Contribution to proceedings › peer-review
Estimating the Spot Covariation of Asset Prices—Statistical Theory and Empirical Evidence. / Bibinger, Markus; Hautsch, Nikolaus; Malec, Peter; Reiss, Markus.
In: Journal of Business and Economic Statistics, Vol. 37, No. 3, 2019, p. 419-435.Publication: Contribution to journal › Article › peer-review
First-order methods for the impatient: support identification in finite time with convergent Frank-Wolfe variants. / Bomze, Immanuel; Rinaldi, Francesco; Rota Bulò, Samuel.
In: SIAM Journal on Optimization, Vol. 29, No. 3, 2019, p. 2211-2226.Publication: Contribution to journal › Article › peer-review
Hessian barrier algorithms for linearly constrained optimization problems. / Bomze, Immanuel M.; Mertikopoulos, Panayotis; Schachinger, Werner; Staudigl, Mathias.
In: SIAM Journal on Optimization, Vol. 29, No. 3, 2019, p. 2100–2127.Publication: Contribution to journal › Article › peer-review
How Effective Are Trading Pauses? / Hautsch, Nikolaus; Horvath, Akos.
In: Journal of Financial Economics, 2019, p. 378-403.Publication: Contribution to journal › Article › peer-review
ITGC: Information-theoretic Grid-based Clustering. / Behzadi Soheil, Sahar; Hinterhauser, Hermann (Contributor); Plant, Claudia.
EDBT 2019: 22nd International Conference on Extending Database Technology Lisbon, Portugal, March 26–29, 2019 Proceedings. ed. / Melanie Herschel; Helena Galhardes; Berthold Reinwald; Irini Fundulaki; Carsten Binnig; Zoi Kaoudi. open proceedings, 2019. p. 618-621 (Advances in Database Technology).Publication: Contribution to book › Contribution to proceedings › peer-review
Network Structure and Transfer Behaviors Embedding via Deep Prediction Model. / Sun, Xin; Song, Zenghui; Dong, Junyu; Yu, Yongbo; Plant, Claudia; Böhm, Christian.
The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Hono. 2019. p. 5041-5048.Publication: Contribution to book › Contribution to proceedings › peer-review
Revisiting the Stealth Trading Hypothesis: Does Time-Varying Liquidity Explain the Sitze-Effect? / Cebiroglu, Gökhan; Hautsch, Nikolaus; Walsh, Christopher.
2019.Publication: Working paper
Similarity hashing for charged particle tracking. / Amrouche, Sabrina; Golling, Tobias; Kiehn, Moritz; Plant, Claudia; Salzburger, Andreas.
2019 IEEE International Conference on Big Data (Big Data). IEEE, 2019. p. 1595-1600.Publication: Contribution to book › Contribution to proceedings › peer-review
Towards a regularity theory for ReLU networks – chain rule and global error estimates. / Berner, Julius; Elbrächter, Dennis; Grohs, Philipp; Jentzen, Arnulf.
2019 13th International Conference on Sampling Theory and Applications (SampTA). Piscataway, NJ : IEEE, 2019. p. 1-5.Publication: Contribution to book › Contribution to proceedings › peer-review
Wavelet and shearlet-based image representations for visual servoing. / Duflot, L.-A.; Reisenhofer, R.; Tamadazte, B.; Andreff, N.; Krupa, A.
In: International Journal of Robotics Research, 2019.Publication: Contribution to journal › Article › peer-review
DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering. / Schelling, Benjamin; Plant, Claudia.
2018 IEEE International Conference on Data Mining (ICDM) : 17-20 Nov. 2018. Piscataway, NJ : IEEE, 2018. p. 407-416.Publication: Contribution to book › Contribution to proceedings › peer-review
Fast approximate hubness reduction for large high-dimensional data. / Feldbauer, Roman; Leodolter, Maximilian; Plant, Claudia; Flexer, Arthur.
2018 IEEE International Conference on Big Knowledge (ICBK). IEEE, 2018. p. 358-367.Publication: Contribution to book › Contribution to proceedings › peer-review
3D shape of Orion A from Gaia DR2. / Großschedl, Josefa E.; Alves, João; Meingast, Stefan; Ackerl, Christine; Ascenso, Joana; Bouy, Hervé; Burkert, Andreas; Forbrich, Jan; Fürnkranz, Verena; Goodman, Alyssa; Hacar Gonzalez, Alvaro; Herbst-Kiss, Gabor; Lada, Charles J.; Larreina, Irati; Leschinski, Kieran; Lombardi, Marco; Moitinho, André; Mortimer, Daniel; Zari, Eleonora.
In: Astronomy & Astrophysics, Vol. 619, A106, 01.11.2018.Publication: Contribution to journal › Article › peer-review
KMN - Removing Noise from K-Means Clustering Results. / Schelling, Benjamin; Plant, Claudia.
Big Data Analytics and Knowledge Discovery: 20th International Conference, DaWaK 2018, Regensburg, Germany, September 3–6, 2018, Proceedings. 1. ed. Cham : Springer International Publishing, 2018. p. 137-151 (Lecture Notes in Computer Science, Vol. 11031). (Information Systems and Applications, incl. Internet/Web, and HCI).Publication: Contribution to book › Contribution to proceedings › peer-review
Assessing the Quality of Search Process Models. / Lux, Marian; Rinderle-Ma, Stefanie; Preda, Andrei.
Business Process Management, 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9–14, 2018, Proceedings. ed. / Mathias Weske; Marco Montali; Ingo Weber; Jan von Brocke. Springer International Publishing, 2018. p. 445-461 (Lecture Notes in Computer Science, Vol. 11080).Publication: Contribution to book › Contribution to proceedings › peer-review
On minimal Hölder gaps and Shannon entropy balance. / Bomze, Immanuel.
In: Portugaliae Mathematica, Vol. 75, No. 1, 05.07.2018, p. 1-10.Publication: Contribution to journal › Article › peer-review
Strategische Optionen für universitäre Repositorien in den Digital Humanities. / Schmale, Wolfgang.
In: Mitteilungen der Vereinigung österreichischer Bibliothekarinnen und Bibliothekare, Vol. 71, No. 1, 01.07.2018, p. 21-29.Publication: Contribution to journal › Article › peer-review
Privatheit im digitalen Zeitalter. / Schmale, Wolfgang.
In: Figurationen: Gender, Literatur, Kultur, Vol. 19, No. 2018/1, 15.06.2018, p. 121-133.Publication: Contribution to journal › Article › peer-review
Blind image fusion for hyperspectral imaging with the directional total variation. / Bungert, Leon; Coomes, David A; Ehrhardt, Matthias J; Rasch, Jennifer; Reisenhofer, Rafael; Schönlieb, Carola-Bibiane.
In: Inverse Problems, 01.04.2018.Publication: Contribution to journal › Article › peer-review
Seismic channel edge detection using 3D Shearlets- a study on synthetic and real channelized 3D seismic data. / Karbalaali, Haleh; Javaherian, Abdolrahim; Dahlke, Stephan; Reisenhofer, Rafael; Torabi, Siyavash.
In: Geophysical Prospecting, 02.2018.Publication: Contribution to journal › Article › peer-review
Hypersliceplorer: Interactive Visualization of Shapes in Multiple Dimensions. / Torsney-Weir, Thomas; Möller, Torsten; Sedlmair, Michael; Kirby, R. Mike.
In: Computer Graphics Forum, 2018.Publication: Contribution to journal › Article › peer-review
Limits to Arbitrage in Markets with Stochastic Settlement Latency. / Hautsch, Nikolaus; Scheuch, Christoph; Voigt, Stefan.
2018.Publication: Working paper
Information-Theoretic Non-redundant Subspace Clustering. / Hubig, Nina (Corresponding author); Plant, Claudia.
Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I. ed. / Jinho Kim; Kyuseok Shim; Longbing Cao; Jae-Gil Lee; Xuemin Lin; Yang-Sae Moon. Cham : Springer International Publishing, 2017. p. 198-209 (Lecture Notes in Computer Science, Vol. 10234).Publication: Contribution to book › Contribution to proceedings › peer-review
Semi-supervised segmentation of accelerometer time series for transport mode classification. / Leodolter, Maximilian; Widhalm, Peter; Plant, Claudia; Brändle, Norbert.
5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017: Naples, Italy, June 26-28, 2017. 2017. p. 663-668.Publication: Contribution to book › Contribution to proceedings › peer-review
IDEA: Integrative Detection of Early-stage Alzheimer's disease. / Ye, Wei; Wackersreuther, Bianca; Böhm, Christian; Ewers, Michael; Plant, Claudia.
SDM-DMMH 2016, 5th Workshop on Data Mining for Medicine and Healthcare: May 7, 2016, Miami, FL. 2016. p. 32-40.Publication: Contribution to book › Contribution to proceedings › peer-review