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146 Publications


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.
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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: 21198
J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data,” presented at the The 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Delhi, India, 2021.
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2021 | Journal Article | LibreCat-ID: 21597
P. Holzinger and E. Bodden, “A Systematic Hardening of Java’s Information Hiding,” International Symposium on Advanced Security on Software and Systems (ASSS), 2021.
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2021 | Journal Article | LibreCat-ID: 21598
P. Schubert, B. Hermann, and E. Bodden, “Lossless, Persisted Summarization of Static Callgraph, Points-To and Data-Flow Analysis,” European Conference on Object-Oriented Programming (ECOOP), 2021.
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2021 | Journal Article | LibreCat-ID: 21599
R. Bonifacio, S. Krüger, K. Narasimhan, E. Bodden, and M. Mezini, “Dealing with Variability in API Misuse Specification,” European Conference on Object-Oriented Programming (ECOOP), 2021.
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2021 | Journal Article | LibreCat-ID: 21595
L. Stockmann, S. Laux, and E. Bodden, “Using Architectural Runtime Verification for Offline Data Analysis,” Journal of Automotive Software Engineering, 2021.
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2021 | Dissertation | LibreCat-ID: 21596
A. Fischer, Computing on Encrypted Data using Trusted Execution Environments. Universität Paderborn, 2021.
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2020 | Dissertation | LibreCat-ID: 20513
S. Krüger, CogniCrypt -- The Secure Integration of Cryptographic Software. Universitaetsbibliothek 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,” in Discovery Science, 2020.
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2020 | Conference Paper | LibreCat-ID: 20518
T. Koch, S. Dziwok, J. Holtmann, and E. Bodden, “Scenario-based Specification of Security Protocols and Transformation to Security Model Checkers,” in ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS ’20), 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,” in KI 2020: Advances in Artificial Intelligence, 2020.
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2020 | Preprint | LibreCat-ID: 17605
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 | Journal Article | LibreCat-ID: 20507
J. Geismann and E. Bodden, “A systematic literature review of model-driven security engineering for cyber–physical systems,” Journal of Systems and Software, vol. 169, p. 110697, 2020.
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2020 | Dissertation | LibreCat-ID: 20521
C. Gerking, Model-Driven Information Flow Security Engineering for Cyber-Physical Systems. Paderborn University, 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 | Conference Paper | LibreCat-ID: 20306
A. Tornede, M. D. Wever, and E. Hüllermeier, “Towards Meta-Algorithm Selection,” in Workshop MetaLearn 2020 @ NeurIPS 2020, Online, 2020.
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2020 | Conference Paper | LibreCat-ID: 20510
M. Benz, E. Krogh Kristensen, L. Luo, N. P. Borges Jr., E. Bodden, and A. Zeller, “Heaps’n Leaks: How Heap Snapshots Improve Android Taint Analysis,” in International Conference for Software Engineering (ICSE), 2020.
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2020 | Journal Article | LibreCat-ID: 20508
L. Nguyen Quang Do and E. Bodden, “Explaining Static Analysis with Rule Graphs,” IEEE Transactions on Software Engineering, 2020.
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2020 | Book Chapter | LibreCat-ID: 20515
I. Gräßler, E. Bodden, J. Pottebaum, J. Geismann, and D. Roesmann, “Security-Oriented Fault-Tolerance in Systems Engineering: A Conceptual Threat Modelling Approach for Cyber-Physical Production Systems,” in Advances in Intelligent Systems and Computing, Cham, 2020.
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