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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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2021 | Conference Paper | LibreCat-ID: 22155
Situation-specific Development of Business Models for Services in Software Ecosystems
S. Gottschalk, in: Advanced Software Engineering. Doctorial Consortium, CEUR, 2021.
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2021 | Conference Paper | LibreCat-ID: 20693
Divide and Conquer: Hierarchical Network and Service Coordination
S.B. Schneider, M. Jürgens, H. Karl, in: IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP/IEEE, 2021.
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2021 | Conference Paper | LibreCat-ID: 21204
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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2021 | Journal Article | LibreCat-ID: 21545
Service life estimation of self‐piercing riveted joints by linear damage accumulation
L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, G. Meschut, Fatigue & Fracture of Engineering Materials & Structures (2021) 15.
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2021 | Report | LibreCat-ID: 21569
Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung
S. Gottschalk, E. Yigitbas, Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools  und deren Datennutzung, Gesellschaft für Informatik, 2021.
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2021 | Dissertation | LibreCat-ID: 21502
Messverfahren für die akustische Absorption in reinen Fluiden zur Bestimmung der Volumenviskosität
L. Claes, Messverfahren Für Die Akustische Absorption in Reinen Fluiden Zur Bestimmung Der Volumenviskosität, Universiät Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 20807 LibreCat | DOI | Download (ext.)
 

2021 | Journal Article | LibreCat-ID: 21475
Nonlinear Bicolor Holography Using Plasmonic Metasurfaces
D. Frese, Q. Wei, Y. Wang, M. Cinchetti, L. Huang, T. Zentgraf, ACS Photonics 8 (2021) 1013–1019.
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2021 | Journal Article | LibreCat-ID: 21932
Resonant evanescent excitation of guided waves with high-order optical angular momentum
M. Hammer, L. Ebers, J. Förstner, Journal of the Optical Society of America B 38 (2021).
LibreCat | Files available | DOI
 

2021 | Journal Article | LibreCat-ID: 20592
Selective Etching of (111)B-Oriented AlxGa1−xAs-Layers for Epitaxial Lift-Off
T. Henksmeier, M. Eppinger, B. Reineke, T. Zentgraf, C. Meier, D. Reuter, Physica Status Solidi (A) 218 (2021) 2000408.
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2021 | Conference Paper | LibreCat-ID: 21639
Situation-specific Business Model Development Methods for Mobile App Developers
S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Enterprise, Business-Process and Information Systems Modeling, Springer, 2021.
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2021 | Conference Paper | LibreCat-ID: 20244
Extending Business Model Development Tools with Consolidated Expert Knowledge
S. Gottschalk, J. Kirchhoff, G. Engels, in: B. Shishkov (Ed.), Business Modeling and Software Design, 2021.
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2021 | Journal Article | LibreCat-ID: 16294
Explicit multiobjective model predictive control for nonlinear systems with symmetries
S. Ober-Blöbaum, S. Peitz, International Journal of Robust and Nonlinear Control 31 (2021) 380–403.
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2021 | Journal Article | LibreCat-ID: 21065
Far-Field Automatic Speech Recognition
R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani, Proceedings of the IEEE 109 (2021) 124–148.
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2021 | Journal Article | LibreCat-ID: 21337
Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis Function Surrogate Models
M.B. Berkemeier, S. Peitz, Mathematical and Computational Applications 26 (2021).
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2021 | Journal Article | LibreCat-ID: 21820
Spectral Properties of Effective Dynamics from Conditional Expectations
F. Nüske, P. Koltai, L. Boninsegna, C. Clementi, Entropy (2021).
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2021 | Mastersthesis | LibreCat-ID: 22304
Android App Analysis Benchmark Case Generation
S. Schott, Android App Analysis Benchmark Case Generation, Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 22518
A new Device for Determination of Forming-Limit-Curves under Hot-Forming Conditions
M. Triebus, J. Gierse, T. Marten, T. Tröster, IOP Conference Series: Materials Science and Engineering (2021).
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2021 | Journal Article | LibreCat-ID: 22450
Nonlinear metasurface combining telecom-range intersubband transitions in GaN/AlN quantum wells with resonant plasmonic antenna arrays
J. Mundry, F. Spreyer, V. Jmerik, S. Ivanov, T. Zentgraf, M. Betz, Optical Materials Express 11 (2021).
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2020 | Conference Paper | LibreCat-ID: 16219
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
S.B. Schneider, N.P. Satheeschandran, M. Peuster, H. Karl, in: IEEE Conference on Network Softwarization (NetSoft), IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 13943
Analoge Klangsynthese zur Vermittlung von Grundkenntnissen der Signalverarbeitung an Studierende nicht-technischer Fachrichtungen
M. Krumme, M. Webersen, L. Claes, Y. Webersen, in: Fortschritte der Akustik - DAGA 2020, 2020, pp. 542–545.
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2020 | Conference Paper | LibreCat-ID: 17089
Increasing the sensitivity in the determination of material parameters by using arbitrary loads in ultrasonic transmission measurements
D. Dreiling, D.T. Itner, N. Feldmann, H. Gravenkamp, B. Henning, in: AMA Service GmbH, 2020.
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2020 | Journal Article | LibreCat-ID: 16839
Metasurfaces help lasers to mode-lock
B. Sain, T. Zentgraf, Light: Science & Applications 9 (2020) 67.
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2020 | Journal Article | LibreCat-ID: 17426
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020).
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2020 | Journal Article | LibreCat-ID: 16290
Deep model predictive flow control with limited sensor data and online learning
K. Bieker, S. Peitz, S.L. Brunton, J.N. Kutz, M. Dellnitz, Theoretical and Computational Fluid Dynamics 34 (2020) 577–591.
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2020 | Preprint | LibreCat-ID: 19941 LibreCat | Download (ext.)
 

2020 | Journal Article | LibreCat-ID: 19939
Detection of high codimensional bifurcations in variational PDEs
L.M. Kreusser, R.I. McLachlan, C. Offen, Nonlinearity 33 (2020) 2335–2363.
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2020 | Conference Paper | LibreCat-ID: 19953
A Novel Higher-order Weisfeiler-Lehman Graph Convolution
C. Damke, V. Melnikov, E. Hüllermeier, in: S. Jialin Pan, M. Sugiyama (Eds.), Proceedings of the 12th Asian Conference on Machine Learning (ACML 2020), PMLR, Bangkok, Thailand, 2020, pp. 49–64.
LibreCat | Files available | arXiv
 

2020 | Book Chapter | LibreCat-ID: 20568
GEMINI-Modellierungssprache für Wertschöpfungssysteme
J. Reinhold, C. Koldewey, R. Dumitrescu, in: B. Buchholz, M. Bürger (Eds.), Der Geschäftsmodell-Toolguide , Campus Verlag, Frankfurt am Main, 2020, pp. 52–56.
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2020 | Book Chapter | LibreCat-ID: 20570
GEMINI-Geschäftsmodellmuster-Kartenset
C. Koldewey, J. Reinhold, R. Dumitrescu, in: B. Buchholz, M. Bürger (Eds.), Der Geschäftsmodell-Toolguide, Campus Verlag, Frankfurt am Main, 2020, pp. 61–66.
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