Team > Martin Käppel, M.Sc.

2024

Ahmeti, Engjëll; Käppel, Martin; Jablonski, Stefan
Redescription mining-based business process deviance analysis
in Software and Systems Modeling (2024)
doi:10.1007/s10270-024-01231-8 ...

Käppel, Martin; Ackermann, Lars; Jablonski, Stefan; Härtl, Simon
Attention Please: What Transformer Models Really Learn for Process Prediction
Business Process Management : 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings
Cham : Springer, 2024. - page 203-220 . - (Lecture Notes in Computer Science; 14940)
doi:10.1007/978-3-031-70396-6_12 ...

2023

Ackermann, Lars; Neuberger, Julian; Käppel, Martin; Jablonski, Stefan
Bridging Research Fields : An Empirical Study on Joint, Neural Relation Extraction Techniques
Advanced Information Systems Engineering : proceedings
Cham : Springer, 2023. - page 471-486 . - (Lecture Notes in Computer Science; 13901)
doi:10.1007/978-3-031-34560-9_28 ...

Käppel, Martin; Jablonski, Stefan
Model-Agnostic Event Log Augmentation for Predictive Process Monitoring
Advanced Information Systems Engineering : proceedings
Cham : Springer, 2023. - page 381-397 . - (Lecture Notes in Computer Science; 13901)
doi:10.1007/978-3-031-34560-9_23 ...

Schützenmeier, Nicolai; Käppel, Martin; Ackermann, Lars; Jablonski, Stefan; Petter, Sebastian
Automaton-based comparison of Declare process models
in Software and Systems Modeling volume 22 (2023) . - page 667-685
doi:10.1007/s10270-022-01069-y ...

Schützenmeier, Nicolai; Jablonski, Stefan; Käppel, Martin; Ackermann, Lars
Comparing the Expressiveness of Imperative and Declarative Process Models
Model-Driven Organizational and Business Agility : Revised Selected Papers
Cham : Springer Nature, 2023. - page 16-31 . - (Lecture Notes in Business Information Processing; 488)
doi:10.1007/978-3-031-45010-5_2 ...

Schützenmeier, Nicolai; Käppel, Martin; Fichtner, Myriel; Jablonski, Stefan
Scenario-Based Model Checking of Declarative Process Models
Proceedings of the 25th International Conference on Enterprise Information Systems. Volume 2
Prague : SciTePress, 2023. - page 406-417
doi:10.5220/0011856400003467 ...

2022

Käppel, Martin; Ahmeti, Engjëll; Jablonski, Stefan
Deviance Analysis by Means of Redescription Mining
Enterprise, Business-Process and Information Systems Modeling : 23rd International Conference, BPMDS 2022 and 27th International Conference, EMMSAD 2022, Proceedings
Cham : Springer, 2022. - page 91-107 . - (Lecture Notes in Business Information Processing; 450)
doi:10.1007/978-3-031-07475-2_7 ...

2021

Schützenmeier, Nicolai; Käppel, Martin; Petter, Sebastian; Jablonski, Stefan
Upper-Bounded Model Checking for Declarative Process Models
The Practice of Enterprise Modeling
Cham : Springer, 2021. - page 195-211 . - (Lecture Notes in Business Information Processing; 432)
doi:10.1007/978-3-030-91279-6_14 ...

Käppel, Martin; Jablonski, Stefan; Schönig, Stefan
Cost-Sensitive Predictive Business Process Monitoring
New Trends in Database and Information Systems : ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings
Cham : Springer, 2021. - page 14-26 . - (Communications in Computer and Information Science; 1450)
doi:10.1007/978-3-030-85082-1\_2 ...

Käppel, Martin; Jablonski, Stefan; Schönig, Stefan
Evaluating Predictive Business Process Monitoring Approaches on Small Event Logs
Quality of Information and Communications Technology : 14th International Conference, QUATIC 2021, Algarve, Portugal, September 8–11, 2021, Proceedings
Cham : Springer, 2021. - page 167-182 . - (Communications in Computer and Information Science; 1439)
https://link.springer.com/chapter/10.1007/978-3-03 ...

Käppel, Martin; Ackermann, Lars; Schönig, Stefan; Jablonski, Stefan
Language-independent look-ahead for checking multi-perspective declarative process models
in Software and Systems Modeling volume 20 (2021) . - page 1379-1401
doi:10.1007/s10270-020-00857-8 ...

Käppel, Martin; Schönig, Stefan; Jablonski, Stefan
Leveraging Small Sample Learning for Business Process Management
in Information and Software Technology volume 132 (2021)
doi:10.1016/j.infsof.2020.106472 ...

2019

Kumar, Chettan; Käppel, Martin; Schützenmeier, Nicolai; Eisenhuth, Philipp; Jablonski, Stefan
A Comparative Study for the Selection of Machine Learning Algorithms based on Descriptive Param ...
Proceedings of the 8th International Conference on Data Science, Technology and Applications. Volume 1. DATA
Prag , 2019. - page 408-415
doi:10.5220/0008117404080415 ...

Schützenmeier, Nicolai; Käppel, Martin; Petter, Sebastian; Schönig, Stefan; Jablonski, Stefan
Detection of Declarative Process Constraints in LTL Formulas
Enterprise and Organizational Modeling and Simulation
Cham : Springer, 2019. - page 131-145 . - (Lecture Notes in Business Information Processing; 366)
doi:10.1007/978-3-030-35646-0_10 ...

Käppel, Martin; Schützenmeier, Nicolai; Schönig, Stefan; Ackermann, Lars; Jablonski, Stefan
Logic Based Look-Ahead for the Execution of Multi-perspective Declarative Processes
Enterprise, Business-Process and Information Systems Modeling : 20th International Conference, BPMDS 2019, 24th International Conference, EMMSAD 2019, Held at CAiSE 2019, Rome, Italy, June 3-4, 2019, Proceedings
Cham : Springer, 2019. - page 53-68 . - (Lecture Notes in Business Information Processing; 352)
doi:10.1007/978-3-030-20618-5_4 ...