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477 Publications


2024 | Dissertation | LibreCat-ID: 52675
J. Reinhold, Systematik zur musterbasierten Transformation von Wertschöpfungssystemen für Smart Services , vol. Band 415. 2024.
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2024 | Dissertation | LibreCat-ID: 52678
X. Yang, Eine Methode zur Unterstützung von Entscheidungen bei der Entwicklung modularer Leichtbauprodukte , vol. Band 416. 2024.
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2023 | Misc | LibreCat-ID: 52671
R. Dumitrescu and K. Hölzle, Vorausschau und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung , vol. Band 413. 2023.
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2022 | Preprint | LibreCat-ID: 30868
E. Schede et al., “A Survey of Methods for Automated Algorithm Configuration,” arXiv:2202.01651. 2022.
LibreCat | arXiv
 

2022 | Bachelorsthesis | LibreCat-ID: 33033 | OA
L. Fehring, Combined Ranking and Regression Trees for Algorithm Selection. Paderborn, 2022.
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2022 | Preprint | LibreCat-ID: 30867
A. Tornede, V. Bengs, and E. Hüllermeier, “Machine Learning for Online Algorithm Selection under Censored Feedback,” Proceedings of the 36th AAAI Conference on Artificial Intelligence. AAAI, 2022.
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30865
A. Tornede, L. Gehring, T. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm Selection on a Meta Level,” Machine Learning. 2022.
LibreCat | arXiv
 

2022 | Conference Paper | LibreCat-ID: 34101
I. Gräßler and D. Roesmann, “Menschenzentrierte Montageplanung und -steuerung durch fähigkeitsorientierte Aufgabenzuordnung,” presented at the Data Society. Opportunity – Innovation – Responsibility, Padeborn.
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2022 | Dissertation | LibreCat-ID: 52669
A. R. Javed, Mixed-Signal Baseband Circuit Design for High Data Rate Wireless Communication in Bulk CMOS and SiGe BiCMOS Technologies, vol. Band 407. 2022.
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2022 | Dissertation | LibreCat-ID: 52668
C. Fechtelpeter, Rahmenwerk zur Gestaltung des Technologietransfers in mittelständisch geprägten Innovationsclustern, vol. Band 405. 2022.
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2022 | Book | LibreCat-ID: 52670
R. Dumitrescu and C. Koldewey, Datengestützte Projektplanung, vol. Band 408. 2022.
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2021 | Dissertation | LibreCat-ID: 28371
M. Drewel, Systematik zum Einstieg in die Plattformökonomie, vol. 397. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
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2021 | Dissertation | LibreCat-ID: 28372
M. Frank, Systematik zur Planung des organisationalen Wandels zum Smart Service-Anbieter, vol. 398. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
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2021 | Dissertation | LibreCat-ID: 28374
L. Bretz, Rahmenwerk zur Planung und Einführung von Systems Engineering und Model-Based Systems Engineering, vol. 401. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 27087
S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, and R. Dumitrescu, “Integration of agile practices in the product development process of intelligent technical systems,” in Procedia CIRP, 2021, vol. 100, pp. 427–432.
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2021 | Conference Paper | LibreCat-ID: 27094
C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative and Scenario-Based Requirements Specification in a System of Systems Context,” in Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Essen, 2021.
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2021 | Journal Article | LibreCat-ID: 21004
M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label Classification: Overview and Empirical Evaluation,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1–1, 2021, doi: 10.1109/tpami.2021.3051276.
LibreCat | DOI
 

2021 | Journal Article | LibreCat-ID: 21092
F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence.
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2021 | Conference Paper | LibreCat-ID: 21570
T. Tornede, A. Tornede, M. D. Wever, and E. Hüllermeier, “Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance,” presented at the Genetic and Evolutionary Computation Conference, 2021.
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2021 | Book | LibreCat-ID: 23458
R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and R. Stark, Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 22913
E. Hüllermeier, F. Mohr, A. Tornede, and M. D. Wever, “Automated Machine Learning, Bounded Rationality, and Rational Metareasoning,” presented at the ECML/PKDD Workshop on Automating Data Science, Bilbao (Virtual), 2021.
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2021 | Conference Paper | LibreCat-ID: 22914
F. Mohr and M. D. Wever, “Replacing the Ex-Def Baseline in AutoML by Naive AutoML,” presented at the 8th ICML Workshop on Automated Machine Learning, Virtual, 2021.
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2021 | Preprint | LibreCat-ID: 30866
T. Tornede, A. Tornede, J. M. Hanselle, M. D. Wever, F. Mohr, and E. Hüllermeier, “Towards Green Automated Machine Learning: Status Quo and Future Directions,” arXiv:2111.05850. 2021.
LibreCat | arXiv
 

2021 | Conference Paper | LibreCat-ID: 21198
J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data.” 2021.
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2021 | Preprint | LibreCat-ID: 27778
M. Maack, F. Meyer auf der Heide, and S. Pukrop, “Full Version -- Server Cloud Scheduling,” arXiv:2108.02109. 2021.
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2021 | Journal Article | LibreCat-ID: 23991
S. Kruse, S. Gudyriev, P. Kneuper, T. Schwabe, H. G. Kurz, and C. Scheytt, “Silicon Photonic Radar Transmitter IC for mm-Wave Large Aperture MIMO Radar Using Optical Clock Distribution,” IEEE Microwave and Wireless Components Letters, vol. 31, no. 6, pp. 783–786, 2021.
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2021 | Dissertation | LibreCat-ID: 28370
A. Kohlstedt, Modellbasierte Synthese einer hybriden Kraft-/Positionsregelung für einen Fahrzeugachsprüfstand mit hydraulischem Hexapod, vol. 396. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
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2021 | Dissertation | LibreCat-ID: 52665
M. Hillebrand, Entwicklungssystematik zur Integration von Eigenschaften der Selbstheilung in Intelligente Technische Systeme , vol. Band 403. 2021.
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2021 | Dissertation | LibreCat-ID: 52664
L. Wu, Ultrabreitbandige Sampler in SiGe-BiCMOS-Technologie für Analog-Digital-Wandler mit zeitversetzter Abtastung, vol. 402. 2021.
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2020 | Dissertation | LibreCat-ID: 28367
J. Echterfeld, Systematik zur Digitalisierung von Produktprogrammen, vol. 393. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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2020 | Dissertation | LibreCat-ID: 28369
M. Lukei, Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel, vol. 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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2020 | Conference Paper | LibreCat-ID: 17407
A. Tornede, M. D. Wever, and E. Hüllermeier, “Extreme Algorithm Selection with Dyadic Feature Representation,” presented at the Discovery Science 2020, 2020.
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2020 | Conference Paper | LibreCat-ID: 17408
J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Hybrid Ranking and Regression for Algorithm Selection,” presented at the 43rd German Conference on Artificial Intelligence, 2020.
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2020 | Conference Paper | LibreCat-ID: 17424
T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream Workshop @ ECMLPKDD 2020, 2020, doi: 10.1007/978-3-030-66770-2_8.
LibreCat | DOI
 

2020 | Preprint | LibreCat-ID: 17605 | OA
S. H. Heid, M. D. Wever, and E. Hüllermeier, “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction,” Journal of Data Mining and Digital Humanities. episciences.
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2020 | Conference Paper | LibreCat-ID: 20306
A. Tornede, M. D. Wever, and E. Hüllermeier, “Towards Meta-Algorithm Selection,” presented at the Workshop MetaLearn 2020 @ NeurIPS 2020, Online, 2020.
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2020 | Conference Paper | LibreCat-ID: 18276
A. Tornede, M. D. Wever, S. Werner, F. Mohr, and E. Hüllermeier, “Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis,” presented at the 12th Asian Conference on Machine Learning, Bangkok, Thailand, 2020.
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2020 | Conference Paper | LibreCat-ID: 15629
M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification,” presented at the Symposium on Intelligent Data Analysis, Konstanz, Germany.
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2020 | Journal Article | LibreCat-ID: 15025
M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets,” Evolutionary Computation, vol. 28, no. 2, pp. 165–193, 2020, doi: 10.1162/evco_a_00266.
LibreCat | Files available | DOI
 

2020 | Dissertation | LibreCat-ID: 28368
M. Lochbichler, Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme, vol. 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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2019 | Dissertation | LibreCat-ID: 28363
T. Mittag, Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen, vol. 389. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Misc | LibreCat-ID: 28364
J. Gausemeier, Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019, vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Dissertation | LibreCat-ID: 28365
A. M. Schierbaum, Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau, vol. 391. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Journal Article | LibreCat-ID: 17565
M.-L. Merten, N. Seemann, and M. D. Wever, “Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff,” Niederdeutsches Jahrbuch, no. 142, pp. 124–146, 2019.
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2019 | Conference Paper | LibreCat-ID: 22000
I. Gräßler and C. Oleff, “Risikoorientierte Analyse und Handhabung von Anforderungsänderungen,” in Design for X - Beiträge zum 30. DfX-Symposium , 2019, vol. 30, pp. 49–60.
LibreCat | DOI
 

2019 | Conference Paper | LibreCat-ID: 22001
I. Gräßler, C. Oleff, and P. Scholle, “Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme,” in Fachtagung Mechatronik 2019 Paderborn, 2019, p. S. 1-6.
LibreCat | DOI
 

2019 | Conference Paper | LibreCat-ID: 22002
I. Gräßler, H. Thiele, C. Oleff, P. Scholle, and V. Schulze, “Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme,” in International Conference on Engineering Design (ICED19), 2019, pp. 1265–1274.
LibreCat | DOI
 

2019 | Journal Article | LibreCat-ID: 14896
A. Dann, B. Hermann, and E. Bodden, “ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules,” IEEE Transactions on Software Engineering, pp. 1–1, 2019, doi: 10.1109/tse.2019.2931331.
LibreCat | DOI
 

2019 | Conference Paper | LibreCat-ID: 14897
A. Dann, B. Hermann, and E. Bodden, “SootDiff: bytecode comparison across different Java compilers,” 2019, doi: 10.1145/3315568.3329966.
LibreCat | DOI | Download (ext.)
 

2019 | Conference Paper | LibreCat-ID: 14899
S. Kruger and B. Hermann, “Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification from Texts,” 2019, doi: 10.1109/ge.2019.00012.
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