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786 Publications


2021 | Preprint | LibreCat-ID: 21600
Efficient time stepping for numerical integration using reinforcement learning
M. Dellnitz, E. Hüllermeier, M. Lücke, S. Ober-Blöbaum, C. Offen, S. Peitz, K. Pfannschmidt, ArXiv:2104.03562 (2021).
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2021 | Journal Article | LibreCat-ID: 16295
Inverse multiobjective optimization: Inferring decision criteria from data
B. Gebken, S. Peitz, Journal of Global Optimization 80 (2021) 3–29.
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2021 | Journal Article | LibreCat-ID: 21946
Electron polarons in lithium niobate: Charge localization, lattice deformation, and optical response
F. Schmidt, A. Kozub, U. Gerstmann, W.G. Schmidt, A. Schindlmayr, Crystals 11 (2021).
LibreCat | Files available | DOI | WoS
 

2021 | Journal Article | LibreCat-ID: 21631
Optical secret sharing with cascaded metasurface holography
P. Georgi, Q. Wei, B. Sain, C. Schlickriede, Y. Wang, L. Huang, T. Zentgraf, Science Advances 7 (2021).
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2021 | Conference Paper | LibreCat-ID: 22507
On the applicability of time series features as health indicators for technical systems operating under varying conditions
O.K. Aimiyekagbon, A. Bender, W. Sextro, in: Proceedings of the Seventeenth International Conference on Condition Monitoring and Asset Management (CM 2021), n.d.
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2021 | Conference Paper | LibreCat-ID: 22514
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
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2021 | Journal Article | LibreCat-ID: 22761 LibreCat | Files available | DOI | WoS
 

2021 | Conference Paper | LibreCat-ID: 21005
Learning Coflow Admissions
A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.
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2021 | Preprint | LibreCat-ID: 21199
On the Universal Transformation of Data-Driven Models to Control Systems
S. Peitz, K. Bieker, ArXiv:2102.04722 (2021).
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2021 | Conference Paper | LibreCat-ID: 21543
Distributed Online Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference on Distributed Computing Systems (ICDCS), IEEE, 2021.
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2021 | Patent | LibreCat-ID: 21601
Distributed merchandise management system
T. Göllner, J.-H. Schwarz, S. Gottschalk, S. Sauer, (2021).
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2021 | Journal Article | LibreCat-ID: 21808
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, R. Khalili, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, A. Hecker, Transactions on Network and Service Management (2021).
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2021 | Journal Article | LibreCat-ID: 21815 LibreCat | Files available | Download (ext.)
 

2021 | Conference Paper | LibreCat-ID: 21637
From Label Smoothing to Label Relaxation
J. Lienen, E. Hüllermeier, in: Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI, AAAI Press, 2021, pp. 8583–8591.
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2021 | Conference Abstract | LibreCat-ID: 21726
HyOpt - Optimization-Based Development of Hybrid Materials
M. Triebus, T. Tröster, in: 9th NRW Nano Conference - Innovations in Materials and Applications, 2021.
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2021 | Journal Article | LibreCat-ID: 20212
Classifying the Ideational Impact of Information Systems Review Articles: A Content-Enriched Deep Learning Approach
J. Prester, G. Wagner, G. Schryen, N.R. Hassan, Decision Support Systems (2021).
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2021 | Journal Article | LibreCat-ID: 20844
Which Factors Affect the Scientific Impact of Review Papers in IS Research? A Scientometric Study
G. Wagner, J. Prester, M. Roche, G. Schryen, A. Benlian, G. Paré, M. Templier, Information & Management (2021).
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2021 | Journal Article | LibreCat-ID: 16867
An efficient descent method for locally Lipschitz multiobjective optimization problems
B. Gebken, S. Peitz, Journal of Optimization Theory and Applications 188 (2021) 696–723.
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2021 | Preprint | LibreCat-ID: 22509
Credal Self-Supervised Learning
J. Lienen, E. Hüllermeier, ArXiv:2106.11853 (2021).
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2021 | Journal Article | LibreCat-ID: 22523
COVID-19 reporting and willingness to pay for leisure activities
S. Warkulat, S. Krull, R. Ortmann, N. Klocke, M. Pelster, Covid Economics (2021) 183–205.
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