[Bachelorarbeit]
Kraus, Nicole
Ein Leitfaden für Lehrende zum Einstieg in das Thema Data Mining
(2020)

[Buchbeitrag]
Steinberger, Claudia; Michael, Judith
Using Semantic Markup to Boost Context Awareness for Assistive Systems
Smart Assisted Living : Toward An Open Smart-Home Infrastructure / edited by Feng Chen, Rebeca I. García-Betances, Liming Chen, María Fernanda Cabrera-Umpiérrez, Chris Nugent, 227-246 (2020)
[DOI: 10.1007/978-3-030-25590-9_11]

[Fachzeitschriftenartikel]
van der Aalst, Wil M. P.
Case Notion Discovery and Recommendation: Automated Event Log Building on Databases
Knowledge and information systems, 2019, 1-37 (2020)
[DOI: 10.1007/s10115-019-01430-6]

[Fachzeitschriftenartikel]
Grochowski, Marco; Simon, Hendrik; Bohlender, Dimitri; Kowalewski, Stefan; Löcklin, Andreas; Müller, Timo; Jazdi, Nasser; Zeller, Andreas; Weyrich, Michael
Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion
Automatisierungstechnik, 68, 1, 3-14 (2020)
[DOI: 10.1515/auto-2019-0115]

[Fachzeitschriftenartikel]
Hromkovic, Juraj; Rossmanith, Peter
What one has to know when attacking P vs. NP
Journal of computer and system sciences : JCSS, 107, 142-155 (2019)
[DOI: 10.1016/j.jcss.2019.06.004]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Deussen, Jens; Naumann, Uwe
Discrete Interval Adjoints in Unconstrained Global Optimization
Optimization of Complex Systems: Theory, Models, Algorithms and Applications / edited by Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh, 78-88 (2020)
[DOI: 10.1007/978-3-030-21803-4_8]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Liu, Cong; van Dongen, Boudewijn; Assy, Nour; van der Aalst, Wil
A General Framework to Identify Software Components from Execution Data
Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering (2019)
[DOI: 10.5220/0007655902340241]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Di Ciccio, Claudio; Gabryelczyk, Renata; García-Bañuelos, Luciano; Hernaus, Tomislav; Hull, Rick; Indihar Štemberger, Mojca; Kő, Andrea; Staples, Mark; Klinkmüller, Christopher; Ponomarev, Alexander; Tran, An Binh; Weber, Ingo; van der Aalst, Wil
Mining Blockchain Processes: Extracting Process Mining Data from Blockchain Applications
Business Process Management: Blockchain and Central and Eastern Europe Forum / Di Ciccio, Claudio (Editor) [https://orcid.org/0000-0001-5570-0475], 71-86 (2019)
[DOI: 10.1007/978-3-030-30429-4_6]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Dees, 5. M.; de Leoni, M.; van der Aalst, Wil M. P.; Reijers, and H.
What If Process Predictions Are Not Followed By Good Recommendations?
volume 2428 of CEUR Workshop Proceedings, 61-72 (2019)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Donatelli, Susanna; Haar, Stefan; Mannel, Lisa Luise; van der Aalst, Wil M. P.
Finding Complex Process-Structures by Exploiting the Token-Game
Application and Theory of Petri Nets and Concurrency / Donatelli, Susanna (Editor) [https://orcid.org/0000-0002-0911-8457], 258-278 (2019)
[DOI: 10.1007/978-3-030-21571-2_15]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Panetto, Hervé; Debruyne, Christophe; Hepp, Martin; Lewis, Dave; Ardagna, Claudio Agostino; Meersman, Robert; Pourbafrani, Mahsa; van Zelst, Sebastiaan J.; van der Aalst, Wil M. P.
Scenario-Based Prediction of Business Processes Using System Dynamics
On the Move to Meaningful Internet Systems: OTM 2019 Conferences / Panetto, Hervé (Editor) [https://orcid.org/0000-0002-5537-2261], 422-439 (2019)
[DOI: 10.1007/978-3-030-33246-4_27]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Di Francescomarino, Chiara; Dijkman, Remco; Zdun, Uwe; Pegoraro, Marco; Uysal, Merih Seran; van der Aalst, Wil M. P.
Discovering Process Models from Uncertain Event Data
Business Process Management Workshops / Di Francescomarino, Chiara (Editor), 238-249 (2019)
[DOI: 10.1007/978-3-030-37453-2_20]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Di Francescomarino, Chiara; Dijkman, Remco; Zdun, Uwe; Li, Chiao-Yun; van Zelst, Sebastiaan J.; van der Aalst, Wil M. P.
A Generic Approach for Process Performance Analysis Using Bipartite Graph Matching
Business Process Management Workshops / Di Francescomarino, Chiara (Editor), 199-211 (2019)
[DOI: 10.1007/978-3-030-37453-2_17]

[Fachzeitschriftenartikel]
Kunjachan, Sijumon; Kotb, Shady; Pola, Robert; Pechar, Michal; Kumar, Rajiv; Singh, Bijay; Gremse, Felix; Taleeli, Reza; Trichard, Florian; Motto-Ros, Vincent; Sancey, Lucie; Detappe, Alexandre; Yasmin-Karim, Sayeda; Protti, Andrea; Shanmugam, Ilanchezhian; Ireland, Thomas; Etrych, Tomas; Sridhar, Srinivas; Tillement, Olivier; Makrigiorgos, Mike; Berbeco, Ross I.
Selective Priming of Tumor Blood Vessels by Radiation Therapy Enhances Nanodrug Delivery
Scientific reports, 9, 1, 15844 (2019)
[DOI: 10.1038/s41598-019-50538-w]

[Fachzeitschriftenartikel]
Schultz, Thomas; Puig, Anna; Kainz, Bernhard
Foreword to the special section on the Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018
Computers & graphics, 83, A5-A6 (2019)
[DOI: 10.1016/j.cag.2019.08.001]

[Fachzeitschriftenartikel]
Yamoah, Grace Gyamfuah; Cao, Liji; Wu, Chao Wu; Beekman, Freek J.; Vandeghinste, Bert; Mannheim, Julia G.; Rosenhain, Stefanie; Leonardic, Kevin; Kiessling, Fabian; Gremse, Felix
Data Curation for Preclinical and Clinical Multimodal Imaging Studies
Molecular imaging & biology, 21, 6, 1034-1043 (2019)
[DOI: 10.1007/s11307-019-01339-0]

[Fachzeitschriftenartikel]
Karim, Md. Rezaul; Rahman, Ashiqur; Jares, João Bosco; Decker, Stefan Josef; Beyan, Oya Deniz
A snapshot neural ensemble method for cancer-type prediction based on copy number variations
Neural computing & applications, 1-19 (2019)
[DOI: 10.1007/s00521-019-04616-9]

[Tagungsband]
Klamma, Ralf; Spaniol, Marc; Unankard, Sayan
Advances in Web-Based Learning
Journal of universal computer science : JUCS, 25, 12, 1503-1665 (2019)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Drury, Vincent; Meyer, Ulrike
Certified Phishing: Taking a Look at Public Key Certificates of Phishing Websites
Proceedings of the Fifteenth Symposium on Usable Privacy and Security (2019)

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Hensen, Benedikt; Koren, István; Klamma, Ralf
Gamification Support for Learning in Spatial Computing Environments
Journal of universal computer science : JUCS, 25, 12, 1644-1665 (2019)

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Klamma, Ralf; Spaniol, Marc; Unankard, Sayan
Advances in Web-Based Learning J.UCS Special Issue
Journal of universal computer science : JUCS, 25, 12, 1503-1506 (2019)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Pika, Anastasiia; Wynn, Moe T.; Budiono, Stephanus; ter Hofstede, Arthur H. M.; van der Aalst, Wil M. P.; Reijers, Hajo A.
Towards Privacy-Preserving Process Mining in Healthcare
Business Process Management Workshops / Di Francescomarino, Chiara (Editor), 483-495 (2019)
[DOI: 10.1007/978-3-030-37453-2_39]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Benevento, Elisabetta; Dixit, Prabhakar M.; Sani, M. F.; Aloini, Davide; van der Aalst, Wil M. P.
Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study
Business Process Management Workshops / Di Francescomarino, Chiara (Editor), 508-519 (2019)
[DOI: 10.1007/978-3-030-37453-2_41]

[Buchbeitrag, Beitrag zu einem Tagungsband]
van der Aalst, Wil M. P.
Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data
Software engineering and formal methods : 17th International Conference, SEFM 2019, Oslo, Norway, September 18-20, 2019 : proceedings / Peter Csaba Ölveczky, Gwen Salaün (eds.), 3-25 (2019)
[DOI: 10.1007/978-3-030-30446-1_1]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fögen, Konrad; Lichter, Horst
Semi-Automatic Repair of Over-Constrained Models for Combinatorial Robustness Testing
2019 26th Asia-Pacific Software Engineering Conference (APSEC) : [Proceedings], 110-117 (2019)
[DOI: 10.1109/APSEC48747.2019.00024]

[Fachzeitschriftenartikel]
Kunze, Ike Sebastian; Ruth, Jan; Hohlfeld, Oliver
Congestion Control in the Wild -Investigating Content Provider Fairness
IEEE Transactions on Network and Service Management, 1-14 (2019)
[DOI: 10.1109/TNSM.2019.2962607]

[Fachzeitschriftenartikel]
Kremer, Gereon Lukas; Ábrahám, Erika
Fully Incremental Cylindrical Algebraic Decomposition
Journal of symbolic computation, ??, S0747717119300847 (2019)
[DOI: 10.1016/j.jsc.2019.07.018]

[Buchbeitrag]
van der Aalst, Wil; Carmona, Josep; Chatain, Thomas; van Dongen, Boudewijn
A Tour in Process Mining: From Practice to Algorithmic Challenges
Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 1-35 (2019)
[DOI: 10.1007/978-3-662-60651-3_1]

[Beitrag zu einem Tagungsband]
Winkler, Tobias; Junges, Jan Sebastian Lukas; Pérez, Guillermo A.; Katoen, Joost-Pieter
On the Complexity of Reachability in Parametric Markov Decision Processes
[CONCUR] (2019)
[DOI: 10.4230/LIPICS.CONCUR.2019.14]

[Buchbeitrag]
Syring, Anja F.; Tax, Niek; van der Aalst, Wil M. P.
Evaluating Conformance Measures in Process Mining Using Conformance Propositions
Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 192-221 (2019)
[DOI: 10.1007/978-3-662-60651-3_8]

[Buchbeitrag, Fachzeitschriftenartikel]
Wortmann, Andreas; Barais, Olivier; Combemale, Benoit; Wimmer, Manuel
Modeling languages in Industry 4.0: an extended systematic mapping study
Software and systems modeling, 28 Seiten (2019)
[DOI: 10.1007/s10270-019-00757-6]

[Preprint]
Kim, Yunsu; Rosendahl, Hendrik; Rossenbach, Nick; Rosendahl, Jan; Khadivi, Shahram; Ney, Hermann
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
4th Workshop on Representation Learning for NLP Florence 2019-08-02 - 2019-08-02, 11 Seiten (2019)

[Preprint]
Kim, Yunsu; Petrov, Petre; Petrushkov, Pavel; Khadivi, Shahram; Ney, Hermann
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages
Conference on Empirical Methods in Natural Language Processing Hong Kong 2019-11-03 - 2019-11-07, 11 Seiten (2019)

[Preprint]
Gao, Yingbo; Wang, Weiyue; Ney, Hermann
uniblock: Scoring and Filtering Corpus with Unicode Block Information
Conference on Empirical Methods in Natural Language Processing Hong Kong 2019-11-03 - 2019-11-07, 6 Seiten (2019)

[Buch, Tagungsband]
Hähnle, Reiner; van der Aalst, Wil
Fundamental approaches to software engineering : 22nd international conference, FASE 2019, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6-11, 2019l : proceedings
Fundamental Approaches to Software Engineering : 22nd International Conference Prague 2019-04-06 - 2019-04-11, xiii, 446 Seiten : Diagramme (2019)
[DOI: 10.1007/978-3-030-16722-6]

[Preprint]
Kim, Yunsu; Tran, Duc Thanh; Ney, Hermann
When and Why is Document-level Context Useful in Neural Machine Translation?
, 12 Seiten (2019)

[Preprint]
Irie, Kazuki; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
Language Modeling with Deep Transformers
20th Annual Conference of the International Speech Communication Association Graz 2019-09-15 - 2019-09-19, 5 Seiten (2019)

[Preprint]
Michel, Wilfried; Schlüter, Ralf; Ney, Hermann
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR
20th Annual Conference of the International Speech Communication Association Graz 2019-09-15 - 2019-09-19, 5 Seiten (2019)

[Preprint]
Lüscher, Christoph; Beck, Eugen; Irie, Kazuki; Kitza, Markus; Michel, Wilfried; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention
20th Annual Conference of the International Speech Communication Association Graz 2019-09-15 - 2019-09-19, 5 Seiten (2019)

[Preprint]
Irie, Kazuki; Prabhavalkar, Rohit; Kannan, Anjuli; Bruguier, Antoine; Rybach, David; Nguyen, Patrick
On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition
20th Annual Conference of the International Speech Communication Association Graz 2019-09-15 - 2019-09-19, 5 Seiten (2019)

[Preprint]
Bahar, Parnia; Bieschke, Tobias; Ney, Hermann
A Comparative Study on End-to-end Speech to Text Translation
IEEE Automatic Speech Recognition and Understanding Workshop Sentosa 2019-12-14 - 2019-12-18, 8 Seiten (2019)

[Preprint]
Kitza, Markus; Golik, Pavel; Schlüter, Ralf; Ney, Hermann
Cumulative Adaptation for BLSTM Acoustic Models
20th Annual Conference of the International Speech Communication Association Graz 2019-09-15 - 2019-09-19, 5 Seiten (2019)

[Preprint]
Bahar, Parnia; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
On Using SpecAugment for End-to-End Speech Translation
16th International Workshop on Spoken Language Translation Hong Kong on November 02 and 03, 2019-11-02 - 2019-11-03, 8 Seiten (2019)

[Beitrag zu einem Tagungsband]
Gao, Yingbo; Herold, Christian; Wang, Weiyue; Ney, Hermann
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification
16th International Workshop on Spoken Language Translation 2019, 6 Seiten (2019)

[Beitrag zu einem Tagungsband]
Kitza, Markus; Golik, Pavel; Schlüter, Ralf; Ney, Hermann
Cumulative Adaptation for BLSTM Acoustic Models
Interspeech 2019 : 15-19 September 2019, Graz / Chairs: Gernot Kubin and Zdravko Kačič, 754-758 (2019)
[DOI: 10.21437/Interspeech.2019-2162]

[Beitrag zu einem Tagungsband]
Bahar, Parnia; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
On Using SpecAugment for End-to-End Speech Translation
16th International Workshop on Spoken Language Translation 2019, 8 Seiten (2019)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Kim, Yunsu; Tran, Duc Thanh; Ney, Hermann
When and Why is Document-level Context Useful in Neural Machine Translation?
DiscoMT 2019 : The Fourth Workshop on Discourse in Machine Translation : Proceedings of the Workshop, November 3, 2019, Hong Kong, China, 24-34 (2019)
[DOI: 10.18653/v1/d19-6503]

[Beitrag zu einem Tagungsband]
Bahar, Parnia; Bieschke, Tobias; Ney, Hermann
A comparative study on end-to-end speech to text translation
ASRU 2019 : IEEE Automatic Speech Recognition and Understanding Workshop, 14-18 December 2019, Sentosa, Singapore, 792-799 (2019)

[Beitrag zu einem Tagungsband]
Zeyer, Albert; Bahar, Parnia; Irie, Kazuki; Schlüter, Ralf; Ney, Hermann
A comparison of Transformer and LSTM encoder decoder models for ASR
ASRU 2019 : IEEE Automatic Speech Recognition and Understanding Workshop, 14-18 December 2019, Sentosa, Singapore, 8-15 (2019)

[Beitrag zu einem Tagungsband]
Merboldt, André; Zeyer, Albert; Schlüter, Ralf; Ney, Hermann
An analysis of local monotonic attention variants
Interspeech 2019 : 15-19 September 2019, Graz / Chairs: Gernot Kubin and Zdravko Kačič, 1398-1402 (2019)
[DOI: 10.21437/Interspeech.2019-2879]