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Journal Articles
- 2024
- [j22]Sven Weinzierl
, Sandra Zilker
, Sebastian Dunzer
, Martin Matzner
:
Machine learning in business process management: A systematic literature review. Expert Syst. Appl. 253: 124181 (2024) - 2023
- [j21]Felix Oberdorf, Myriam Schaschek, Sven Weinzierl, Nikolai Stein, Martin Matzner, Christoph M. Flath:
Predictive End-to-End Enterprise Process Network Monitoring. Bus. Inf. Syst. Eng. 65(1): 49-64 (2023) - [j20]Jörg Becker, Friedrich Chasin, Michael Rosemann, Daniel Beverungen, Jennifer Priefer, Jan vom Brocke, Martin Matzner, Adela del-Río-Ortega, Manuel Resinas, Flávia Maria Santoro, Minseok Song, Kangah Park, Claudio Di Ciccio:
City 5.0: Citizen involvement in the design of future cities. Electron. Mark. 33(1): 10 (2023) - 2021
- [j19]Daniel Beverungen, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio
, Wil M. P. van der Aalst
, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, Manuel Resinas, Kate Revoredo
, Adela del-Río-Ortega, Marcello La Rosa, Flávia Maria Santoro, Andreas Solti, Minseok Song, Armin Stein
, Matthias Stierle
, Verena Wolf:
Seven Paradoxes of Business Process Management in a Hyper-Connected World. Bus. Inf. Syst. Eng. 63(2): 145-156 (2021) - [j18]Tobias Pauli, Erwin Fielt
, Martin Matzner:
Digital Industrial Platforms. Bus. Inf. Syst. Eng. 63(2): 181-190 (2021) - [j17]Jan Marco Leimeister, Stefan Stieglitz, Martin Matzner, Dennis Kundisch, Christoph Flath, Maximilian Röglinger:
Quo Vadis Conferences in the Business and Information Systems Engineering (BISE) Community After Covid. Bus. Inf. Syst. Eng. 63(6): 741-749 (2021) - [j16]Matthias Stierle, Sven Weinzierl, Maximilian Harl
, Martin Matzner:
A technique for determining relevance scores of process activities using graph-based neural networks. Decis. Support Syst. 144: 113511 (2021) - [j15]Jens Brunk
, Matthias Stierle, Leon Papke, Kate Revoredo
, Martin Matzner
, Jörg Becker:
Cause vs. effect in context-sensitive prediction of business process instances. Inf. Syst. 95: 101635 (2021) - 2020
- [j14]Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems:
The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15: 5:1-5:25 (2020) - [j13]Maximilian Harl
, Sven Weinzierl
, Matthias Stierle
, Martin Matzner
:
Explainable predictive business process monitoring using gated graph neural networks. J. Decis. Syst. 29(Supplement): 312-327 (2020) - [j12]Jens Brunk
, Johannes Stottmeister, Sven Weinzierl
, Martin Matzner
, Jörg Becker
:
Exploring the effect of context information on deep learning business process predictions. J. Decis. Syst. 29(Supplement): 328-343 (2020) - 2019
- [j11]Daniel Beverungen, Oliver Müller, Martin Matzner
, Jan Mendling, Jan vom Brocke:
Conceptualizing smart service systems. Electron. Mark. 29(1): 7-18 (2019) - [j10]Christian Janiesch
, Martin Matzner
:
BAMN: a modeling method for business activity monitoring systems. J. Decis. Syst. 28(3): 185-223 (2019) - 2018
- [j9]Friedrich Chasin
, Moritz von Hoffen, Marcus Cramer, Martin Matzner
:
Peer-to-peer sharing and collaborative consumption platforms: a taxonomy and a reproducible analysis. Inf. Syst. E Bus. Manag. 16(2): 293-325 (2018) - 2017
- [j8]Jan Hendrik Betzing, Daniel Beverungen, Jörg Becker, Martin Matzner
, Gertrud Schmitz, Christian Bartelheimer
, C. Ingo Berendes, Marina Braun, Andera Gadeib, Moritz von Hoffen, Christian Schallenberg:
Interaktive, digitale Einkaufserlebnisse in Innenstädten. HMD Prax. Wirtsch. 54(5): 659-671 (2017) - [j7]Daniel Beverungen, Martin Matzner
, Christian Janiesch
:
Information systems for smart services. Inf. Syst. E Bus. Manag. 15(4): 781-787 (2017) - 2016
- [j6]Dominic Breuker, Martin Matzner
, Patrick Delfmann, Jörg Becker:
Comprehensible Predictive Models for Business Processes. MIS Q. 40(4): 1009-1034 (2016) - 2015
- [j5]Patrick Delfmann, Dominic Breuker, Martin Matzner, Jörg Becker:
Supporting Information Systems Analysis Through Conceptual Model Query - The Diagramed Model Query Language (DMQL). Commun. Assoc. Inf. Syst. 37: 24 (2015) - 2013
- [j4]Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß:
Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach. Scand. J. Inf. Syst. 25(1): 2 (2013) - [j3]Jörg Becker
, Daniel Beverungen, Ralf Knackstedt, Martin Matzner
, Oliver Müller, Jens Pöppelbuß
:
Bridging the Gap Between Manufacturing and Service Through IT-Based Boundary Objects. IEEE Trans. Engineering Management 60(3): 468-482 (2013) - 2012
- [j2]Christian Janiesch, Martin Matzner
, Oliver Müller:
Beyond process monitoring: a proof-of-concept of event-driven business activity management. Bus. Process. Manag. J. 18(4): 625-643 (2012) - 2010
- [j1]Jörg Becker, Martin Matzner, Matthias Voigt:
Theory-based Analyses of Interorganisational Standards for Self-organising, Adaptive Value Creation Networks. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 27 (2010)
Conference and Workshop Papers
- 2024
- [c78]Annina Liessmann, Sandra Zilker, Sven Weinzierl, Maria Sukhareva, Martin Matzner:
Predicting Customer Satisfaction in Service Processes Using Multilingual Large Language Models. HICSS 2024: 1488-1497 - [c77]Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker:
Context-aware Explanations of Accurate Predictions in Service Processes. HICSS 2024: 1498-1507 - 2023
- [c76]Sebastian Dunzer
, Willi Tang
, Nico Höchstädter, Sandra Zilker
, Martin Matzner
:
Design Principles for Using Business Process Management Systems. Business Process Management Workshops 2023: 217-228 - [c75]Christoph Drodt
, Sven Weinzierl
, Martin Matzner
, Patrick Delfmann
:
Predictive Recommining: Learning Relations Between Event Log Characteristics and Machine Learning Approaches for Supporting Predictive Process Monitoring. CAiSE Forum 2023: 69-76 - [c74]Sandra Zilker, Sven Weinzierl, Patrick Zschech, Mathias Kraus, Martin Matzner:
Best of Both Worlds: Combining Predictive Power with Interpretable and Explainable Results for Patient Pathway Prediction. ECIS 2023 - [c73]Pepe Bellin, Alessia Nowak, Duy Anh Vu, Julia Pham, Martin Matzner:
Herausforderungen von KMU bei der Wertschöpfung auf B2B-Plattformen: Ein Scoping Review. Wirtschaftsinformatik 2023: 95 - 2022
- [c72]Lena M. Cabrera, Sven Weinzierl, Sandra Zilker, Martin Matzner:
Text-Aware Predictive Process Monitoring with Contextualized Word Embeddings. Business Process Management Workshops 2022: 303-314 - [c71]Adrian Joas, Martin Matzner:
Unleashing Digital Process Innovation with Process Mining: Designing a Training Concept with Action Design Research. ECIS 2022 - [c70]Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner:
Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience. HICSS 2022: 1-10 - [c69]Sven Weinzierl, Christian Bartelheimer, Sandra Zilker, Daniel Beverungen, Martin Matzner:
A Method for Predicting Workarounds in Business Processes. PACIS 2022: 108 - [c68]Finn Reiche, Markus Schmidtner, Emanuel Marx, Martin Matzner, Holger Timinger:
Project Management as a B2B Service in the automotive development process. Wirtschaftsinformatik 2022 - 2021
- [c67]Christoph Drodt, Sven Weinzierl, Martin Matzner, Patrick Delfmann:
The Recomminder: A decision support tool for Predictive Business Process Monitoring. BPM (PhD/Demos) 2021: 131-135 - [c66]Emanuel Marx, Francisco Horacio Valdés Juárez, Willi Tang, Martin Matzner:
Smart Service Systems in Mexico: Implications of the Socio-Economic Context on the Willingness to Co-Create. ECIS 2021 - [c65]Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker:
Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques. ECIS 2021 - [c64]Sven Weinzierl, Sebastian Dunzer, Johannes Christian Tenschert, Sandra Zilker, Martin Matzner:
Predictive Business Process Deviation Monitoring. ECIS 2021 - [c63]Christian Marheine, Tobias Pauli, Emanuel Marx, Andrea Back, Martin Matzner:
From Suppliers to Complementors: Motivational Factors for Joining Industrial Internet of Things Platform Ecosystems. HICSS 2021: 1-10 - [c62]Sebastian Dunzer, Sandra Zilker, Emanuel Marx, Valentin Grundler, Martin Matzner:
The Status Quo of Process Mining in the Industrial Sector. Wirtschaftsinformatik 2021 - [c61]Johannes Tenschert, Sebastian Dunzer, Martin Matzner:
Notation-agnostic Subprocess Modeling for Adaptive Case Management. Wirtschaftsinformatik 2021 - 2020
- [c60]Johannes Tenschert, Willi Tang, Martin Matzner:
Enterprise System Capabilities for Organizational Change in the BPM Life Cycle. Business Process Management Workshops 2020: 70-82 - [c59]Sven Weinzierl
, Sandra Zilker
, Jens Brunk
, Kate Revoredo
, Martin Matzner
, Jörg Becker
:
XNAP: Making LSTM-Based Next Activity Predictions Explainable by Using LRP. Business Process Management Workshops 2020: 129-141 - [c58]Sven Weinzierl
, Sebastian Dunzer
, Sandra Zilker
, Martin Matzner
:
Prescriptive Business Process Monitoring for Recommending Next Best Actions. BPM (Forum) 2020: 193-209 - [c57]Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner:
A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities. BPM (Blockchain and RPA Forum) 2020: 200-214 - [c56]Tobias Pauli, Emanuel Marx, Martin Matzner:
Leveraging Industrial IoT Platform Ecosystems: Insights from the Complementors' Perspective. ECIS 2020 - [c55]Sven Weinzierl, Verena Wolf, Tobias Pauli, Daniel Beverungen, Martin Matzner:
Detecting Workarounds in Business Processes - a Deep Learning method for Analyzing Event Logs. ECIS 2020 - [c54]Tobias Pauli, Emanuel Marx, Sebastian Dunzer, Martin Matzner:
Modeling Platform Ecosystems. ER Forum/Posters/Demos 2020: 17-30 - [c53]Sven Weinzierl, Matthias Stierle, Sandra Zilker, Martin Matzner:
A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs. HICSS 2020: 1-10 - [c52]Willi Tang, Martin Matzner:
Creating Humanistic Value with Process Mining for Improving Work Conditions - A Sociotechnical Perspective. ICIS 2020 - [c51]Daniel Viner, Matthias Stierle, Martin Matzner:
A Process Mining Software Comparison. ICPM Doctoral Consortium / Tools 2020: 19-22 - [c50]An Nguyen
, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier
:
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. ICPM Workshops 2020: 112-123 - [c49]Emanuel Marx, Matthias Stierle, Sven Weinzierl, Martin Matzner
:
Closing the Gap between Smart Manufacturing Applications and Data Management. Wirtschaftsinformatik (Community Tracks) 2020: 120-136 - [c48]Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner
, Gyunam Park
:
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. Wirtschaftsinformatik (Zentrale Tracks) 2020: 364-368 - [c47]Emanuel Marx, Tobias Pauli, Martin Matzner, Erwin Fielt:
From Services to Smart Services: Can Service Engineering Methods get Smarter as well? Wirtschaftsinformatik (Zentrale Tracks) 2020: 1067-1083 - 2019
- [c46]Sven Weinzierl, Kate Cerqueira Revoredo, Martin Matzner:
Predictive Business Process Monitoringwith Context Information from Documents. ECIS 2019 - [c45]Janina Nakladal, Jerome Geyer-Klingeberg, Matthias Stierle, Martin Matzner:
From Technical Product Training to Sustainable Education for Students - A Strategic Alliance Approach to Applied MOOCs. EMOOCs-WIP 2019: 254-260 - [c44]Sebastian Dunzer
, Matthias Stierle
, Martin Matzner, Stephan Baier:
Conformance checking: a state-of-the-art literature review. S-BPM ONE 2019: 4:1-4:10 - 2018
- [c43]Martin Matzner, Florian Plenter, Friedrich Chasin, Jan Hendrik Betzing:
New Service Development Through Action Design Research in Joint Research Projects. ECIS 2018: 110 - [c42]Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick Delfmann, Jörg Becker:
Prediction of Business Process Instances with Dynamic Bayesian Networks. SIMPDA 2018: 50-54 - [c41]Florian Plenter, Moritz von Hoffen, Friedrich Chasin, Stefan Benhaus, Martin Matzner, Ute Paukstadt, Jörg Becker:
Quantifying Consumers' Willingness to Pay for Electric Vehicle Charging. CBI (1) 2018: 196-203 - 2017
- [c40]Jan Hendrik Betzing, Moritz von Hoffen, Florian Plenter, Friedrich Chasin, Martin Matzner, Jörg Becker:
One Plug at a Time - Designing a Peer-to-Peer Sharing Service for Charging Electric Vehicles. Wirtschaftsinformatik 2017 - [c39]Moritz von Hoffen, Friedrich Chasin, Martin Matzner, Florian Plenter, Jan Hendrik Betzing:
Testing Technical Feasibility in CPS Development Projects. Wirtschaftsinformatik 2017 - 2016
- [c38]Gerhard Satzger, Daniel Beverungen, Martin Matzner, Carola Stryja:
IT und dienstleistungen für die energiewende und die elektromobilität (IDEE 2016). GI-Jahrestagung 2016: 1299-1300 - [c37]Martin Matzner
, Friedrich Chasin, Moritz von Hoffen, Florian Plenter, Jörg Becker:
Designing a Peer-to-Peer Sharing Service as Fuel for the Development of the Electric Vehicle Charging Infrastructure. HICSS 2016: 1587-1595 - [c36]Daniel Beverungen, Christian Janiesch, Steffen Lamparter, Martin Matzner:
Vorwort. MKWI 2016: 363 - 2015
- [c35]Martin Matzner, Friedrich Chasin, Lydia Todenhöfer:
To Share or Not to Share: Towards Understanding the Antecedents of Participation in IT-Enabled Sharing Services. ECIS 2015 - [c34]Martin Matzner, Moritz von Hoffen, Tobias Heide, Florian Plenter, Friedrich Chasin:
A Method for Measuring User Preferences in Information Systems Design Choices. ECIS 2015 - [c33]Martin Matzner, Daniel Beverungen, Sebastian Lehnhoff, Gerhard Satzger, Michael Sonnenschein:
IT und Dienstleistungen für die Energiewende und die Elektromobilität (IDEE). GI-Jahrestagung 2015: 91-92 - [c32]Moritz von Hoffen, Martin Matzner
, Friedrich Chasin:
Designing an Ontology-Based Web Directory for the Discovery of Sharing and Collaborative Consumption Platforms. CBI (1) 2015: 108-115 - [c31]Friedrich Chasin, Martin Matzner, Matthias Löchte, Verena Wiget, Jörg Becker:
The Law: The Boon and Bane of IT-enabled Peer-to-Peer Sharing and Collaborative Consumption Services. Wirtschaftsinformatik 2015: 332-347 - 2014
- [c30]Dominic Breuker, Patrick Delfmann, Martin Matzner
, Jörg Becker
:
Designing and Evaluating an Interpretable Predictive Modeling Technique for Business Processes. Business Process Management Workshops 2014: 541-553 - [c29]Dominic Breuker, Martin Matzner:
Performances of Business Processes and Organizational Routines: Similar Research Problems, Different Research Methods - a literature Review. ECIS 2014 - [c28]Erwin Folmer, Marcel Heddier, Martin Matzner, Michael Räckers, Jörg Becker:
A Method for Managing IT-Based boundary Objects: Design and Application in the Public Sector. ECIS 2014 - [c27]Martin Matzner, Hendrik Scholta:
Process Mining Approaches to Detect Organizational Properties in Cyber-Physical Systems. ECIS 2014 - [c26]Jörg Becker, Dominic Breuker, Patrick Delfmann, Martin Matzner:
Designing and implementing a framework for event-based predictive modelling of business processes. EMISA 2014: 71-84 - [c25]Daniel Beverungen, Christian Janiesch, Steffen Lamparter, Martin Matzner:
Vorwort. MKWI 2014: 349 - [c24]Benjamin Klör, Sebastian Bräuer, Daniel Beverungen, Martin Matzner:
IT-basierte Dienstleistungen für die Elektromobilität - Konzeptioneller Rahmen undLiteraturanalyse. MKWI 2014: 2047-2066 - 2013
- [c23]Bernd Schwegmann, Martin Matzner
, Christian Janiesch
:
preCEP: Facilitating Predictive Event-Driven Process Analytics. DESRIST 2013: 448-455 - [c22]Dominic Breuker, Martin Matzner:
Statistical Sequence Analysis For Business Process Mining And Organizational Routines. ECIS 2013: 192 - [c21]Ekaterina Tarchinskaya, Victor Taratoukhine
, Martin Matzner
:
Cloud-Based Engineering Design and Manufacturing: State of the Art. MIM 2013: 335-340 - [c20]Bernd Schwegmann, Martin Matzner, Christian Janiesch:
A Method and Tool for Predictive Event-Driven Process Analytics. Wirtschaftsinformatik 2013: 46 - 2012
- [c19]Martin Matzner
, Armin Stein
, Carl Stolze, Matthias Voigt, Fábio Alexandrini:
IS Research Challenges and Needs for Service Networks - A Brazilian-German Perspective. BIR 2012: 136-147 - [c18]Jan-Philipp Friedenstab, Christian Janiesch
, Martin Matzner
, Oliver Müller:
Extending BPMN for Business Activity Monitoring. HICSS 2012: 4158-4167 - 2011
- [c17]Christian Janiesch
, Martin Matzner
, Oliver Müller:
A Blueprint for Event-Driven Business Activity Management. BPM 2011: 17-28 - [c16]Jörg Becker
, Martin Matzner
, Oliver Müller, Marcel Walter:
A Review of Event Formats as Enablers of Event-Driven BPM. Business Process Management Workshops (1) 2011: 433-445 - [c15]Jörg Becker
, Daniel Beverungen, Martin Matzner
, Oliver Müller, Jens Pöppelbuß
:
Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany. DESRIST 2011: 366-375 - [c14]Jörg Becker
, Daniel Beverungen, Ralf Knackstedt, Martin Matzner
, Oliver Müller:
Information Needs in Service Systems - A Framework for Integrating Service and Manufacturing Business Processes. HICSS 2011: 1-10 - [c13]Christian Janiesch
, Robin Fischer, Martin Matzner
, Oliver Müller:
Business activity management for service networks in cloud environments. MW4SOC 2011: 2 - [c12]Christian Janiesch
, Martin Matzner
, Oliver Müller, Robert Vollmer, Jörg Becker
:
Slipstream: architecture options for real-time process analytics. SAC 2011: 295-300 - 2010
- [c11]Jörg Becker, Martin Matzner, Matthias Voigt:
Selecting Interorganizational Standards - A Management Cybernetics Perspective. AMCIS 2010: 366 - [c10]Jörg Becker
, Daniel Beverungen, Martin Matzner
, Oliver Müller:
Total Cost of Service Life: The Need for Decision Support in Selecting, Comparing and Orchestrating Services. IESS 2010: 282-288 - 2009
- [c9]Martin Matzner, Fábio Alexandrini, Thiago Souza Araujo, Jörg Becker:
Process Modeling in Brazilian Public Administrations: The domain-specific PICTURE approach. AMCIS 2009: 2 - [c8]Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß:
A Framework for Design Research in the Service Science Discipline. AMCIS 2009: 167 - [c7]Jörg Becker
, Daniel Beverungen, Ralf Knackstedt, Martin Matzner
:
Configurative Service Engineering - A Rule-Based Configuration Approach for Versatile Service Processes in Corrective Maintenance. HICSS 2009: 1-10 - [c6]Jörg Becker, Ralf Knackstedt, Martin Matzner:
Webservices für die Verrechnung in Wertschöpfungsnetzwerken auf Basis vollständiger Finanzpläne. Wirtschaftsinformatik (1) 2009: 409-420 - 2008
- [c5]Jörg Becker, Martin Matzner, Oliver Müller, Axel Winkelmann:
Towards a Semantic Data Quality Management - Using Ontologies to Assess Master Data Quality in Retailing. AMCIS 2008: 129 - [c4]Axel Winkelmann, Martin Matzner, Oliver Müller, Jörg Becker:
Ein Plädoyer für die Berücksichtigung von Semantik beim Stammdaten-Alignment - Vorgehensmodell und prototypische Anwendung im Einzelhandel. Data Warehousing 2008: 165-181 - [c3]Jörg Becker
, Martin Matzner
, Oliver Müller:
Comparing Architectural Styles for Service-Oriented Architectures - a REST vs. SOAP Case Study. ISD 2008: 207-215 - [c2]Axel Winkelmann, Martin Matzner
:
Teaching Medium-Sized ERP Systems - A Problem-Based Learning Approach. ISD 2008: 891-901 - 2007
- [c1]Jörg Becker, Björn Niehaves, Felix Müller-Wienbergen, Martin Matzner
:
Open Source Public Sector Business Intelligence Systems. ISD (1) 2007: 379-391
Parts in Books or Collections
- 2019
- [p5]Daniel Beverungen, Martin Matzner, Jens Poeppelbuss:
Structure, Structure, Structure? Designing and Managing Smart Service Systems as Socio-Technical Structures. The Art of Structuring 2019: 361-372 - 2018
- [p4]José Ricardo Cereja, Flávia Maria Santoro, Elena Gorbacheva, Martin Matzner:
Application of the Design Thinking Approach to Process Redesign at an Insurance Company in Brazil. Business Process Management Cases 2018: 205-233 - [p3]Martin Matzner, Florian Plenter, Jan Hendrik Betzing, Friedrich Chasin, Moritz von Hoffen, Matthias Löchte, Sarah Pütz, Jörg Becker:
CrowdStrom: Analysis, Design, and Implementation of Processes for a Peer-to-Peer Service for Electric Vehicle Charging. Business Process Management Cases 2018: 337-359 - 2012
- [p2]Daniel Beverungen, Martin Matzner
, Oliver Müller, Jörg Becker:
Product-Service System Approaches - A Business Perspective on Service Modeling. Handbook of Service Description 2012: 19-44 - [p1]Martin Matzner
, Jörg Becker:
Requirements for a Service Description Language - Findings from a Delphi Study. Handbook of Service Description 2012: 503-519
Informal and Other Publications
- 2024
- [i12]Sandra Zilker, Sven Weinzierl, Mathias Kraus, Patrick Zschech, Martin Matzner:
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis. CoRR abs/2405.13187 (2024) - [i11]Sven Weinzierl, Sandra Zilker, Sebastian Dunzer, Martin Matzner:
Machine learning in business process management: A systematic literature review. CoRR abs/2405.16396 (2024) - [i10]Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann:
Recent Advances in Data-Driven Business Process Management. CoRR abs/2406.01786 (2024) - 2020
- [i9]Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, An Nguyen, Martin Matzner, Jörg Becker, Björn M. Eskofier:
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs. CoRR abs/2005.01194 (2020) - [i8]Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker:
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances. CoRR abs/2007.07549 (2020) - [i7]Christian Wellmann, Matthias Stierle, Sebastian Dunzer, Martin Matzner:
A framework to evaluate the viability of robotic process automation for business process activities. CoRR abs/2007.10900 (2020) - [i6]Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier:
Conformance checking: A state-of-the-art literature review. CoRR abs/2007.10903 (2020) - [i5]Daniel Viner, Matthias Stierle, Martin Matzner:
A Process Mining Software Comparison. CoRR abs/2007.14038 (2020) - [i4]Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner:
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks. CoRR abs/2008.03110 (2020) - [i3]Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jörg Becker:
XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP. CoRR abs/2008.07993 (2020) - [i2]Sven Weinzierl, Sebastian Dunzer, Sandra Zilker, Martin Matzner:
Prescriptive Business Process Monitoring for Recommending Next Best Actions. CoRR abs/2008.08693 (2020) - [i1]An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier:
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. CoRR abs/2010.00889 (2020)
Coauthor Index
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last updated on 2024-08-05 21:14 CEST by the dblp team
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