[Contribution to a book, Contribution to a conference proceedings]
Drury, Vincent Jakob; Lux, Luisa; Meyer, Ulrike
Dating Phish : An Analysis of the Life Cycles of Phishing Attacks and Campaigns
Proceedings of the 17th International Conference on Availability, Reliability and Security, 14, 11 Seiten (2022)
[DOI: 10.1145/3538969.3538997]

[Contribution to a book, Contribution to a conference proceedings]
Drichel, Arthur; von Brandt, Justus; Meyer, Ulrike
Detecting Unknown DGAs without Context Information
Proceedings of the 17th International Conference on Availability, Reliability and Security, 29, 12 Seiten (2022)
[DOI: 10.1145/3538969.3538990]

[Contribution to a book, Journal Article]
Böckenhauer, Hans-Joachim; Burjons, Elisabet; Raszyk, Martin; Rossmanith, Peter
Reoptimization of parameterized problems
Acta informatica, 59, 4, 427-450 (2022)
[DOI: 10.1007/s00236-022-00428-y]

[Contribution to a book, Contribution to a conference proceedings]
Brocker, Annabell; Judel, Sven; Schroeder, Ulrik; Söltzer, Yanik
Juxl : JupyterLab xAPI Logging Interface
[2022 International Conference on Advanced Learning Technologies (ICALT 2022) : Proceedings], 158-160 (2022)
[DOI: 10.1109/ICALT55010.2022.00054]

[Contribution to a book, Contribution to a conference proceedings]
Judel, Sven; Schroeder, Ulrik
EXCALIBUR LA : An Extendable and Scalable Infrastructure Build for Learning Analytics
[2022 International Conference on Advanced Learning Technologies (ICALT 2022) : Proceedings], 155-157 (2022)
[DOI: 10.1109/ICALT55010.2022.00053]

[Contribution to a book]
Jarke, Matthias; Quix, Christoph
Federated Data Integration in Data Spaces
Designing Data Spaces : The Ecosystem Approach to Competitive Advantage / edited by Boris Otto, Michael ten Hompel, Stefan Wrobel, 181-194 (2022)
[DOI: 10.1007/978-3-030-93975-5_11]

[Contribution to a book, Contribution to a conference proceedings]
Kloock, Maximilian Martin; Dirksen, Matthis; Kowalewski, Stefan; Alrifaee, Bassam
Generation of Coupling Topologies for Multi-Agent Systems using Non-Cooperative Games
[2022 IEEE Intelligent Vehicles Symposium (IV), 2022-06-04 - 2022-06-09, Aachen, Germany], 1-8 (2022)
[DOI: 10.1109/IV51971.2022.9827431]

[Journal Article]
Pourbafrani, Mahsa; van der Aalst, Wil M. P.
Discovering System Dynamics Simulation Models Using Process Mining
IEEE access, 10, 78527-78547 (2022)
[DOI: 10.1109/ACCESS.2022.3193507]

[Contribution to a book]
Berlage, Thomas Leo; Claussen, Carsten; Geisler, Sandra; Velasco, Carlos A.; Decker, Stefan Josef
Medical Data Spaces in Healthcare Data Ecosystems
Designing Data Spaces : The Ecosystem Approach to Competitive Advantage / edited by Boris Otto, Michael ten Hompel, Stefan Wrobel, 291-311 (2022)
[DOI: 10.1007/978-3-030-93975-5_18]

[Dissertation / PhD Thesis]
Li, Zhijian
Computational method for single cell ATAC-seq imputation and dimensionality reduction
(2022)
[DOI: 10.18154/RWTH-2022-07834]

[Contribution to a book, Contribution to a conference proceedings]
Hoppe, Mattis; Kirchhof, Jörg Christian; Kusmenko, Evgeny; Lee, Chan Yong; Rumpe, Bernhard
Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop
[2022 IEEE Intelligent Vehicles Symposium (IV), 2022-06-04 - 2022-06-09, Aachen, Germany], 16-21 (2022)
[DOI: 10.1109/IV51971.2022.9827215]

[Contribution to a book, Contribution to a conference proceedings]
Zemanek, Sven; Hacker, Helge Immanuel; Wolsing, Konrad; Wagner, Eric; Henze, Martin; Serror, Martin
PowerDuck: A GOOSE Data Set of Cyberattacks in Substations
Cyber Security Experimentation and Test Workshop : [Proceedings], 49-53 (2022)
[DOI: 10.1145/3546096.3546102]

[Journal Article]
Goswami, Saubhik; Roy, Srijeet; Banerjee, Sneha; Bhattacharya, Sohini; Choudhury, Sankhayan
A profiling-based movie recommendation approach using link prediction
Innovations in systems and software engineering (2022)
[DOI: 10.1007/s11334-022-00472-4]

[Journal Article]
Gray, Jeff; Rumpe, Bernhard
On the relationship between models and ontologies
Software and systems modeling, 21, 4, 1271-1272 (2022)
[DOI: 10.1007/s10270-022-01021-0]

[Journal Article]
Fan, Xin; Meyer, Fabian Niklas; Gemmeke, Tobias
Compiling All-Digital-Embedded Content Addressable Memories on Chip for Edge Application
IEEE transactions on computer-aided design of integrated circuits and systems, 41, 8, 2560-2572 (2022)
[DOI: 10.1109/TCAD.2021.3112135]

[Contribution to a book, Contribution to a conference proceedings]
Jüptner, Johann Patrick; Dalibor, Manuela; Trautwein-Bruns, Ute; Rumpe, Bernhard
Schulungskonzept zu Git und GitLab : Gamification zum besseren Lernen
E-Science-Tage 2021 : share your research data / herausgegeben von Vincent Heuveline und Nina Bisheh, 21-35 (2022)
[DOI: 10.11588/heibooks.979.c13715]

[Journal Article]
Schupp, Stefan; Ábrahám, Erika; Ebert, Tristan
Recent developments in theory and tool support for hybrid systems verification with HyPro
Information and Computation, 104945 (2022)
[DOI: 10.1016/j.ic.2022.104945]

[Journal Article]
Welten, Sascha Martin; Holt, Adrian; Hofmann, Julian; Schelter, Lennart Noel; Klopries, Elena-Maria; Wintgens, Thomas Josef; Decker, Stefan Josef
Synthetic rainfall data generator development through decentralised model training
Journal of hydrology, 612, Part C, 128210 (2022)
[DOI: 10.1016/j.jhydrol.2022.128210]

[Contribution to a book, Contribution to a conference proceedings]
Meyer, Max-Arno; Silberg, Sebastian; Granrath, Christian; Kugler, Christopher; Wachtmeister, Louis; Rumpe, Bernhard; Christiaens, Sebastien; Andert, Jakob Lukas
Scenario- and Model-Based Systems Engineering Procedure for the SOTIF-Compliant Design of Automated Driving Functions
[2022 IEEE Intelligent Vehicles Symposium (IV), 2022-06-04 - 2022-06-09, Aachen, Germany], 1599-1604 (2022)
[DOI: 10.1109/IV51971.2022.9827151]

[Dissertation / PhD Thesis]
Karim, Md. Rezaul
Interpreting black-box machine learning models with decision rules and knowledge graph reasoning
(2022)
[DOI: 10.18154/RWTH-2022-07610]

[Journal Article]
Kautz, Oliver; Rumpe, Bernhard; Wachtmeister, Louis
Semantic Differencing of Use Case Diagrams
Journal of object technology : JOT, 21, 3, 1-14 (2022)
[DOI: 10.5381/jot.2022.21.3.a5]

[Conference Presentation]
Hofmann, Till; Belle, Vaishak
Using Abstraction for Interpretable Robot Programs in Stochastic Domains
3rd Workshop on Explainable Logic-Based Knowledge Representation Haifa 2022-07-31 - 2022-07-31 (2022)

[Journal Article]
Koschier, Dan Alexander; Bender, Jan Stephen; Solenthaler, Barbara; Teschner, Matthias
A Survey on SPH Methods in Computer Graphics
Computer graphics forum, 41, 2, 737-760 (2022)
[DOI: 10.1111/cgf.14508]

[Contribution to a book, Contribution to a conference proceedings]
Li, Junjie; Bobyr, Alexander; Boehm, Swen; Brantley, William; Brunst, Holger; Cavelan, Aurelien; Chandrasekaran, Sunita; Cheng, Jimmy; Ciorba, Florina M.; Colgrove, Mathew; Curtis, Tony; Daley, Christopher; Ferrato, Mauricio; de Souza, Mayara Gimenes; Hagerty, Nick; Henschel, Robert; Juckeland, Guido; Kelling, Jeffrey; Li, Kelvin; Lieberman, Ron; McMahon, Kevin; Melnichenko, Egor; Neggaz, Mohamed Ayoub; Ono, Hiroshi; Ponder, Carl; Raddatz, Dave; Schueller, Severin; Searles, Robert; Vasilev, Fedor; Vergara, Veronica Melesse; Wang, Bo; Wesarg, Bert; Wienke, Sandra Juliane; Zavala, Miguel
SPEChpc 2021 Benchmark Suites for Modern HPC Systems
Companion of the 2022 ACM/SPEC International Conference on Performance Engineering, 15-16 (2022)
[DOI: 10.1145/3491204.3527498]

[Contribution to a book, Contribution to a conference proceedings]
Brunst, Holger; Chandrasekaran, Sunita; Ciorba, Florina M.; Hagerty, Nick; Henschel, Robert; Juckeland, Guido; Li, Junjie; Vergara, Veronica G. Melesse; Wienke, Sandra Juliane; Zavala, Miguel
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) : [Proceedings] - IEEE, 2022, 675-684 (2022)
[DOI: 10.1109/CCGrid54584.2022.00077]

[Preprint]
Hofmann, Till; Belle, Vaishak
Using Abstraction for Interpretable Robot Programs in Stochastic Domains
3rd Workshop on Explainable Logic-Based Knowledge Representation Haifa 2022-07-31 - 2022-07-31 (2022)
[DOI: 10.48550/arXiv.2207.12763]

[Preprint]
Schupp, Stefan; Leofante, Francesco; Behr, Leander; Ábrahám, Erika; Tacchella, Armando
Robot Swarms as Hybrid Systems: Modelling and Verification
(2022)
[DOI: 10.48550/arXiv.2207.06758]

[Contribution to a book, Contribution to a conference proceedings]
Haehn, Rebecca; Ábrahám, Erika; Kotowski, Niklas
Acceleration Techniques for Symbolic Simulation of Railway Timetables
Reliability, safety, and security of railway systems : modelling, analysis, verification, and certification : 4th international conference, RSSRail 2022, Paris, France, June 1-2, 2022, proceedings / Simon Collart-Dutilleul, Anne E. Haxthausen, Thierry Lecomte (eds.), 46-62 (2022)
[DOI: 10.1007/978-3-031-05814-1_4]

[Contribution to a book, Contribution to a conference proceedings]
Dobe, Oyendrila; Wilke, Lukas; Ábrahám, Erika; Bonakdarpour, Borzoo; Bartocci, Ezio
Probabilistic Hyperproperties with Rewards
NASA Formal Methods : 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings / edited by Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez, 656-673 (2022)
[DOI: 10.1007/978-3-031-06773-0_35]

[Contribution to a book, Contribution to a conference proceedings]
Zaman, Eshita; Ciardo, Gianfranco; Ábrahám, Erika; Bonakdarpour, Borzoo
HyperPCTL Model Checking by Probabilistic Decomposition
Integrated formal methods : 17th International Conference, IFM 2022, Lugano, Switzerland, June 7-10, 2022 : proceedings / Maurice H. ter Beek, Rosemary Monahan (eds.), 209-226 (2022)
[DOI: 10.1007/978-3-031-07727-2_12]

[Contribution to a conference proceedings, Journal Article]
Abouridouane, Mustapha; Augspurger, Thorsten; Reinisch, Niklas Manuel; Rajaei, Ali; Fernández, Mauricio; Viehmann, Tarik; Bergs, Thomas
Advanced experimental setup for in-process measurement of thermo-mechanical load and tool wear when drive shaft turning
Procedia CIRP, 108, 323-328 (2022)
[DOI: 10.1016/j.procir.2022.03.054]

[Journal Article]
Brocker, Annabell; Judel, Sven; Schroeder, Ulrik
Integration of Gamification and Learning Analytics in Jupyter
e-learning and education, 14, 1-8 (2022)

[Journal Article]
Barton, Thomas; Becker, Nikolas; Krupka, Daniel; Rumpe, Bernhard; Schwarz, Linda; Wolf, Martin
Die Innovationskraft der Informatik für DATI nutzen
Policy brief / Gesellschaft für Informatik, GI, 2, 1-5 (2022)

[Journal Article]
Jansen, Nico; Pfeiffe, Jérôme; Rumpe, Bernhard; Schmalzing, David Pascal; Wortmann, Andreas
The Language of SysML v2 under the Magnifying Glass
Journal of object technology : JOT, 21, 3, 1-15 (2022)
[DOI: 10.5381/jot.2022.21.3.a11]

[Bachelor Thesis]
Merhi, Marielle; Brocker, Annabell
Zielgruppengerechte Überarbeitung und Digitalisierung des Java Leitprogramms
(2022)
[DOI: 10.18154/RWTH-2022-07130]

[Master Thesis]
Oellers, Jens; Brocker, Annabell
Konzeption und Erprobung eines InfoSphere Moduls zum Thema Schülervorstellungen von KI
(2022)
[DOI: 10.18154/RWTH-2022-07129]

[Master Thesis]
Dünzer, Fabian; Görzen, Sergej; Heinemann, Birte
An architecture for easy xAPI integration for developers
(2022)
[DOI: 10.18154/RWTH-2022-07128]

[Bachelor Thesis]
Tushynskaya, Yauheniya
An interactive web-based dashboard to demonstrate a quality 4.0 maturity model
(2022)
[DOI: 10.18154/RWTH-2022-07127]

[Bachelor Thesis]
Pulte, Nils; Noichl, Svenja
Entwicklung eines Generators für zugängliche Gamebook-UIs zur Anwendung in der digitalen Lehre
(2022)
[DOI: 10.18154/RWTH-2022-07126]

[Master Thesis]
Ghosh, Kuntal; Noichl, Svenja
Online onboarding experience for fully "non-digital native" senior citizens
(2022)
[DOI: 10.18154/RWTH-2022-07125]

[Bachelor Thesis]
Rnjbal, Jamal; Görzen, Sergej; Heinemann, Birte
The pocket guide for more refugees in computer science
(2022)
[DOI: 10.18154/RWTH-2022-07124]

[Bachelor Thesis]
Konrad, Fredrik
Learning applications for the research of the learning behavior of people with ADHD
(2022)
[DOI: 10.18154/RWTH-2022-07123]

[Master Thesis]
Adams, Lisa
Developing an editor to create digital gamebooks for educational purposes
(2022)
[DOI: 10.18154/RWTH-2022-07121]

[Bachelor Thesis]
Bytyqi, Ermir; Heinemann, Birte; Görzen, Sergej
Multimodal learning analytics dashboard for VR data in Moodle
(2022)
[DOI: 10.18154/RWTH-2022-07119]

[Journal Article]
Elkoumy, Gamal; Fahrenkrog-Petersen, Stephan A.; Fani Sani, Mohammadreza; Koschmider, Agnes; Mannhardt, Felix; Von Voigt, Saskia Nuñez; Rafiei, Majid; Von Waldthausen, Leopold
Privacy and Confidentiality in Process Mining: Threats and Research Challenges
ACM transactions on management information systems, 13, 1, 1-17 (2022)
[DOI: 10.1145/3468877]

[Contribution to a book, Journal Article]
Park, Gyunam; van der Aalst, Wil M. P.
Action-oriented process mining: bridging the gap between insights and actions
Progress in artificial intelligence (2022)
[DOI: 10.1007/s13748-022-00281-7]

[Contribution to a book, Contribution to a conference proceedings]
Ehlenz, Matthias Siegfried; Heinemann, Birte; Schroeder, Ulrik
Heterogenität und Inklusion in der fachbezogenen Lehramtsausbildung
[10. Münsteraner Workshop zur Schulinformatik: Inklusion mit Informatik, MWS 2022, Münster, Germany] (2022)

[Contribution to a book, Contribution to a conference proceedings]
Heinemann, Birte; Görzen, Sergej; Schroeder, Ulrik
RePiX VR : Learning environment for the Rendering Pipeline in Virtual Reality
Eurographics 2022 : Education Papers / Editors: Jean-Jacques Bourdin, Eric Paquette, 8 Seiten (2022)
[DOI: 10.2312/eged.20221040]

[Abstract]
Heinemann, Birte; Doveren, Jens; Usman, Muhammad; Schroeder, Ulrik
Combining Learning Analytics in remote and virtual lab-based learning with real lab experiences with xAPI video annotation
12th International Conference on Learning Analytics & Knowledge online 2022-03-21 - 2022-03-25 (2022)
[DOI: 10.18154/RWTH-2022-07033]

[Contribution to a book, Contribution to a conference proceedings]
van Bergerem, Steffen; Grohe, Martin; Ritzert, Martin
On the Parameterized Complexity of Learning First-Order Logic
Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 337-346 (2022)
[DOI: 10.1145/3517804.3524151]