[Fachzeitschriftenartikel]
Cubuktepe, Murat; Jansen, Nils; Junges, Sebastian; Katoen, Joost-Pieter; Topcu, Ufuk
Convex Optimization for Parameter Synthesis in MDPs
IEEE transactions on automatic control, 67, 12, 6333-6348 (2022)
[DOI: 10.1109/TAC.2021.3133265]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Zeineldeen, Mohammad; Xu, Jingjing; Lüscher, Christoph; Michel, Wilfried; Gerstenberger, Alexander; Schlüter, Ralf; Ney, Hermann
Conformer-Based Hybrid ASR System For Switchboard Dataset
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 7437-7441 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746377]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Wynands, Nils-Philipp; Michel, Wilfried; Rosendahl, Jan; Schlüter, Ralf; Ney, Hermann
Efficient Sequence Training of Attention Models Using Approximative Recombination
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8002-8006 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746814]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Zhou, Wei; Zheng, Zuoyun; Schlüter, Ralf; Ney, Hermann
On Language Model Integration for RNN Transducer Based Speech Recognition
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8407-8411 (2022)
[DOI: 10.1109/ICASSP43922.2022.9746948]

[Doktorarbeit]
Subramanian, Krishna
Lowering the barriers to hypothesis-driven data science
(2022)
[DOI: 10.18154/RWTH-2023-00739]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Henn, Thomas; Völker, Marcus; Kowalewski, Stefan; Trinh, Minh; Petrovic, Oliver; Brecher, Christian
Verification of Behavior Trees using Linear Constrained Horn Clauses
Formal Methods for Industrial Critical Systems (fmics 2022), 211-225 (2022)
[DOI: 10.1007/978-3-031-15008-1_14]

[Fachzeitschriftenartikel]
van der Blom, Koen; Hoos, Holger Hendrik; Luo, Chuan; Rook, Jeroen G.
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems
IEEE transactions on evolutionary computation, 26, 6, 1351-1364 (2022)
[DOI: 10.1109/TEVC.2022.3215013]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Caesar, Birte; Jansen, Nico; Weigand, Maximillian; Ramonat, Malte; Gundlach, Claas Steffen; Fay, Alexander; Rumpe, Bernhard
Extracting Functional Machine Knowledge from STEP Files for Digital Twins
2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : 6-9 Sept. 2022 / [IEEE Industrial Electronics Society, IEEE], 4 Seiten (2022)
[DOI: 10.1109/ETFA52439.2022.9921451]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Lichter, Horst; Aydin, Selin; Sunetnanta, Thanwadee; Anwar, Toni
Report on the 10th International Workshop on Quantitative Approaches to Software Quality
Joint Proceedings of the 10th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2022) & the 6th Software Engineering Education Workshop (SEED 2022) co-located with the 29th Asia Pacific Software Engineering Conference (APSEC 2022)virtual, December 6th, 2022 / Edited by Horst Lichter, Selin Aydin, Thanwadee Sunetnanta, Toni Anwar, Eng Lieh Ouh, Bimlesh Wadhwa, Shailey Chawla, Kuldeep Kumar, Bharti Suri, Benjamin Gan, 1-3 (2022)
[DOI: 10.18154/RWTH-CONV-250295]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Maqsood, Ather; Alexander, Peter; Lichter, Horst; Tanachutiwat, Sansiri
A Viewpoints-Based Analysis of Enterprise Architecture Debt
Proceedings of the 5th International Conference on Signal Processing and Information Communications / edited by Chua-Chin Wang, Arumugam Nallanathan, 133-154 (2022)
[DOI: 10.1007/978-3-031-13181-3_11]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Soe, Nan Than Than; Wild, Nils Alexander; Tanachutiwat, Sansiri; Lichter, Horst
Design and Implementation of a Test Automation Framework for Configurable Devices
2022 4th Asia Pacific Information Technology Conference, 200-207 (2022)
[DOI: 10.1145/3512353.3512383]

[Doktorarbeit]
Zeyer, Albert
Neural network based modeling and architectures for automatic speech recognition and machine translation
(2022)
[DOI: 10.18154/RWTH-2023-00619]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Raissi, Tina; Beck, Eugen; Schlüter, Ralf; Ney, Hermann
Improving Factored Hybrid HMM Acoustic Modeling without State Tying
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 7442-7446 (2022)
[DOI: 10.1109/ICASSP43922.2022.9747581]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Liu, Yang; Zülfikar, Idil Esen; Luiten, Jonathon Tyler; Dave, Achal; Ramanan, Deva; Leibe, Bastian; Osep, Aljosa; Leal-Taixe, Laura
Opening up Open World Tracking
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition : New Orleans, Louisiana, 19-24 June 2022 : proceedings / general chairs: Rama Chellappa, Jiri Matas, Long Quan, Mubarak Shah, 19023-19033 (2022)
[DOI: 10.1109/CVPR52688.2022.01846]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Peri, Neehar; Luiten, Jonathon Tyler; Li, Mengtian; Osep, Aljosa; Leal-Taixe, Laura; Ramanan, Deva
Forecasting from LiDAR via Future Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition : New Orleans, Louisiana, 19-24 June 2022 : proceedings / general chairs: Rama Chellappa, Jiri Matas, Long Quan, Mubarak Shah, 1781-1790 (2022)
[DOI: 10.1109/CVPR52688.2022.01669]

[Buchbeitrag, Beitrag zu einem Tagungsband, Poster]
Schnakenbeck, Aron; Mroß, Robin; Völker, Marcus; Kowalewski, Stefan; Fay, Alexander
Transformation von GRAFCET in GAL auf Basis eines ausführlichen Metamodells zur Verifikation von Entwurfsfehlern
Entwurf komplexer Automatisierungssysteme : Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen / Ulrich Jumar, Christian Diedrich (Hrsg.), 18 Seiten (2022)

[Fachzeitschriftenartikel]
Mroß, Robin; Schnakenbeck, Aron; Völker, Marcus; Fay, Alexander; Kowalewski, Stefan
Transformation of GRAFCET Into GAL for Verification Purposes Based on a Detailed Meta-Model
IEEE access, 10, 125652-125665 (2022)
[DOI: 10.1109/ACCESS.2022.3225736]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Buglowski, Mateusz; Pfannschmidt, Valerie; Becker, Sabine; Braun, Oliver; Hutten, Matthias; Ophelders, Daan; Oprea, Camelia; Pattai, Steffen; Schoberer, Mark; Stollenwerk, André
Closed-Loop Control of Arterial CO2 in Mechanical Ventilation of Neonates
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) / pre-conference workshops & social events: Monday, July 11, 2022, conference dates: Tuesday, July 12-Friday, July 15, 2022 / conference chair: Christopher James (University of Warwick), conference co-chair: James Patton (University of Chicago) ; programm chair: Ron Summers (Collegium Basilea), 4991-4995 (2022)
[DOI: 10.1109/EMBC48229.2022.9871185]

[Fachzeitschriftenartikel]
Riillo, Cesare Antonio Fabio; Jakobs, Kai
Luring European SMEs into ICT Standardization-Problems, Issues, and a Potential Way Forward
IEEE transactions on engineering management : EM, 1-12 (2022)
[DOI: 10.1109/TEM.2022.3226121]

[Fachzeitschriftenartikel]
Linnartz, Maria; Kim, Soo-Yon; Perau, Martin; Schröer, Tobias; Geisler, Sandra; Decker, Stefan Josef
Unternehmensübergreifendes Datenqualitätsmanagement : Entwicklung eines Rahmenwerks zur Analyse der Stammdatenqualität in Kunden-Lieferanten-Beziehungen
Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117, 12, 851-855 (2022)
[DOI: 10.1515/zwf-2022-1167]

[Fachzeitschriftenartikel]
Das, Avinandan; Kanesh, Lawqueen; Madathil, Jayakrishnan; Muluk, Komal; Purohit, Nidhi; Saurabh, Saket
On the complexity of singly connected vertex deletion
Theoretical computer science, 934, 47-64 (2022)
[DOI: 10.1016/j.tcs.2022.08.012]

[Beitrag zu einem Tagungsband]
Walter, Marian; Stollenwerk, André; Eckstein, Lutz; Kowalewski, Stefan; Leonhardt, Steffen
PV1000 - Interdisziplinäre Entwicklung eines Pandemie-Beatmungsgerätes
MT-2022 Tagungsband, 169 (2022)

[Buchbeitrag]
de Murillas, Eduardo Gonzalez Lopez; Reijers, Hajo A.; van der Aalst, Wil M. P.
Data-Aware Process Oriented Query Language
Process querying methods / Artem Polyvyanyy editor, 49-83 (2021)
[DOI: 10.1007/978-3-030-92875-9_3]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schuster, Daniel; Domnitsch, Emanuel; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
A Generic Trace Ordering Framework for Incremental Process Discovery
Advances in intelligent data analysis XX : 20th International Symposium on Intelligent Data Analysis, IDA 2022 : Rennes, France, April 20-22, 2022 : proceedings / Tassadit Bouadi, Elisa Fromont, Eyke Hüllermeier (eds.), 264-277 (2022)
[DOI: 10.1007/978-3-031-01333-1_21]

[Buchbeitrag, Beitrag zu einem Tagungsband]
van der Aalst, Wil M. P.
Process Mining : A 360 Degree Overview
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 3-34 (2022)
[DOI: 10.1007/978-3-031-08848-3_1]

[Buchbeitrag, Beitrag zu einem Tagungsband]
van der Aalst, Wil M. P.
Foundations of Process Discovery
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 37-75 (2022)
[DOI: 10.1007/978-3-031-08848-3_2]

[Buchbeitrag, Beitrag zu einem Tagungsband]
van der Aalst, Wil M. P.; Carmona, Josep
Scaling Process Mining to Turn Insights into Actions
Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 495-502 (2022)
[DOI: 10.1007/978-3-031-08848-3_17]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Burke, Adam T.; Leemans, Sander Jacobus Johannes; Wynn, Moe T.; van der Aalst, Wil M. P.; ter Hofstede, Arthur H. M.
Stochastic Process Model-Log Quality Dimensions: An Experimental Study
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 80-87 (2022)
[DOI: 10.1109/ICPM57379.2022.9980707]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Bakullari, Bianka; van der Aalst, Wil M. P.
High-Level Event Mining: A Framework
2022 4th International Conference on Process Mining : ICPM 2022 : Bolzano, Italy, October 23-28, 2022 : proceedings / editors: Andrea Burattin, Artem Polyvyanyy, Barbara Weber ; IEEE Computational Intelligence Society, 136-143 (2022)
[DOI: 10.1109/ICPM57379.2022.9980816]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Adams, Jan Niklas; Schuster, Daniel; Schmitz, Seth; Schuh, Günther; van der Aalst, Wil M. P.
Defining Cases and Variants for Object-Centric Event Data
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 128-135 (2022)
[DOI: 10.1109/ICPM57379.2022.9980730]

[Preprint]
Goossens, Alexandre; De Smedt, Johannes; Vanthienen, Jan; van der Aalst, Wil M. P.
Enhancing Data-Awareness of Object-Centric Event Logs
(2022)
[DOI: 10.18154/RWTH-2023-00102]

[Preprint]
Pegoraro, Marco; Uysal, Merih Seran; Hülsmann, Tom-Hendrik; van der Aalst, Wil M. P.
Resolving Uncertain Case Identifiers in Interaction Logs: A User Study
(2022)
[DOI: 10.48550/arXiv.2212.00009]

[Preprint]
Wagner, Miriam; Helal, Hayyan; Röpke, René; Judel, Sven; Doveren, Jens; Görzen, Sergej; Soudmand, Pouya; Lakemeyer, Gerhard; Schroeder, Ulrik; van der Aalst, Wil M. P.
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education
(2022)
[DOI: 10.18154/RWTH-2023-00100]

[Preprint]
Schuster, Daniel; Martini, Michael; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
(2022)
[DOI: 10.18154/RWTH-2023-00098]

[Preprint]
Kohlschmidt, Christian; Qafari, Mahnaz Sadat; van der Aalst, Wil M. P.
Detecting Surprising Situations in Event Data
(2022)
[DOI: 10.48550/arXiv.2208.13515]

[Preprint]
Adams, Jan Niklas; Schuster, Daniel; Schmitz, Seth; Schuh, Günther; van der Aalst, Wil M. P.
Defining Cases and Variants for Object-Centric Event Data
(2022)
[DOI: 10.18154/RWTH-2023-00094]

[Preprint]
Farhang Ghahfarokhi, Anahita; Akoochekian, Fatemeh; Zandkarimi, Fareed; van der Aalst, Wil M. P.
Clustering Object-Centric Event Logs
(2022)
[DOI: 10.18154/RWTH-2023-00093]

[Preprint]
van der Aalst, Wil M. P.
Six Levels of Autonomous Process Execution Management (APEM)
(2022)
[DOI: 10.18154/RWTH-2023-00090]

[Preprint]
Berti, Alessandro; Nghia, Minh Phan; van der Aalst, Wil M. P.
PM4Py-GPU : a High-Performance General-Purpose Library for Process Mining
(2022)
[DOI: 10.18154/RWTH-2023-00089]

[Preprint]
Narayana, Madhavi Bangalore Shankara; Benevento, Elisabetta; Pegoraro, Marco; Abdullah, Muhammad; Shahid, Rahim Bin; Sajid, Qasim; Mansoor, Muhammad Usman; van der Aalst, Wil M. P.
A Web-Based Tool for Comparative Process Mining
(2022)

[Preprint]
van der Aalst, Wil M. P.
How to Write Beautiful Process-and-Data-Science Papers?
(2022)

[Buch, Tagungsband]
van der Aalst, Wil M. P. (Editor); Carmona, Josep (Editor)
Process Mining Handbook
Lecture notes in business information processing 448 (2022)
[DOI: 10.1007/978-3-031-08848-3]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Dobe, Oyendrila; Ábrahám, Erika; Bartocci, Ezio; Bonakdarpour, Borzoo
Model checking hyperproperties for Markov decision processes
Information and Computation, 289, Part B, 104978 (2022)
[DOI: 10.1016/j.ic.2022.104978]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Lomidze, Giorgi; Schuster, Daniel; Li, Chiao-Yun; van Zelst, Sebastiaan Johannes
Enhanced Transformation of BPMN Models with Cancellation Features
Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 128-144 (2022)
[DOI: 10.1007/978-3-031-17604-3_8]

[Buch, Tagungsband]
Büsing, Christina Maria Katharina (Editor); Koster, Arie Marinus (Editor)
Network Optimization INOC 2022 : 10th International Network Optimization Conference, Aachen, Germany, June 7-10, 2022 : Proceedings
(2022)

[Buch, Tagungsband]
Cappiello, Cinzia (Editor); Geisler, Sandra (Editor); Vidal, Maria-Esther (Editor)
DEco 2022 : Data Ecosystems at VLDB 2022 : proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022) Sydney, Australia, September 5, 2022
CEUR workshop proceedings 3306 (2022)

[Fachzeitschriftenartikel]
Heinemann, Birte; Ehlenz, Matthias Siegfried; Görzen, Sergej; Schroeder, Ulrik
xAPI Made Easy: A Learning Analytics Infrastructure for Interdisciplinary Projects
International journal of online and biomedical engineering, 18, 14, 99-113 (2022)
[DOI: 10.3991/ijoe.v18i14.35079]

[Fachzeitschriftenartikel]
Ehlenz, Matthias Siegfried; Heinemann, Birte; Schroeder, Ulrik
Open Research Tools for the Learning Technologies Innovation Lab
International journal of online and biomedical engineering, 18, 14, 42-58 (2022)
[DOI: 10.3991/ijoe.v18i14.35077]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Gansen, Michael; Lou, Jie; Freye, Florian; Gemmeke, Tobias; Merchant, Farhad; Zeyer, Albert; Zeineldeen, Mohammad; Schlüter, Ralf; Fan, Xin
Discrete Steps towards Approximate Computing
Proceedings of the Twenty Third International Symposium on Quality Electronic Design : ISQED 2022 : April 6-7, 2022, Santa Jose, California USA / ISQED 2022 is held with technical sponsorship from the IEEE Electron Devices Society (EDS), IEEE Reliability Society, and in cooperation with the IEEE Circuits and Systems Society (CAS) and the ACM Special Interest Group on Design Automation (ACM/sigDA) ; general chair: Kurt Schwartz (Micron Technology) ; publication chair: Paul Wesling (Hewlett Packard - retired), 6 Seiten (2022)
[DOI: 10.1109/ISQED54688.2022.9806215]

[Fachzeitschriftenartikel]
Grohe, Martin; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Lindner, Peter
Generative Datalog with Continuous Distributions
Journal of the ACM, 69, 6, 46 (2022)
[DOI: 10.1145/3559102]