Publikationen
Die folgende Liste beinhaltet Publikationen zu den Themen Künstliche Intelligenz, Machine Learning, Geschäftsprozessmanagement, Algorithmik und semantische Informationstechnologien.
Publikationen
2020
Cotic, Thomas (2020) COVID-19: Why the need for Continuous Intelligence is now. LinkedIn article.
2019
Posenato, Roberto and Lanz, Andreas and Combi, Carlo and Reichert, Manfred (2019) Managing time-awareness in modularized processes. Software and System Modeling, 18(2): 1135-1154.
2017
Michelberger, Bernd and Hipp, Markus and Mutschler, Bela (2017) Process-Oriented Information Logistics: Requirements, Techniques, Application. Intelligent Systems Reference Library 123, Springer, In: Advances in Intelligent Process-Aware Information Systems Concepts, Methods, and Technologies. pp. 127-153.
Lanz, Andreas (2017) Adaptive Time- and Process-Aware Information Systems. Phd thesis, Ulm University.
2016
Barba, Irene and Lanz, Andreas and Jiménez-Ramírez, Andrés and Weber, Barbara and Reichert, Manfred and Del Valle, Carmelo (2016) Providing Support for the Optimized Management of Declarative Processes. In: XXI Jornadas de Ingeniería del Software y Bases de Datos, 2016, Ediciones Universidad de Salamanca, Universidad de Salamanca, pp. 495-498.
Lanz, Andreas and Reichert, Manfred and Weber, Barbara (2016) Process time patterns: A formal foundation. Information Systems, Elsevier, Vol. 57, pp. 38-68, 10.1016/j.is.2015.10.002.
Lanz, Andreas and Posenato, Roberto and Combi, Carlo and Reichert, Manfred (2016) Controlling Time-Awareness in Modularized Processes. In: 17th Int’l Conference on Business Process Modeling, Development, and Support (BPMDS’16), Ljubljana, Slovenia, 13-14 June 2016, LNBIP 248, Springer, pp. 157-172.
2015
Michelberger, Bernd (2015) Process-Oriented Information Logistics: Aligning Process Information with Business Processes. Phd thesis, Ulm University.
Lanz, Andreas and Posenato, Robert and Combi, Carlo and Reichert, Manfred (2015) Simple Temporal Networks with Partially Shrinkable Uncertainty. In: International Conference on Agents and Artificial Intelligence 2 (ICAART’15), Lisbon, Portugal, 10 – 12 January 2015, pp. 370-381.
Lanz, Andreas and Posenato, Roberto and Combi, Carlo and Reichert, Manfred (2015) Controlling Time-Awareness in Modularized Processes (Extended Version). Technical Report UIB-2015-01, Ulm University.
Ulmschneider, Klaus and Michelberger, Bernd and Glimm, Birte and Mutschler, Bela and Reichert, Manfred (2015) On Maintaining Semantic Networks: Challenges, Algorithms, Use Cases. International Journal of Web Information Systems, 11(3): 291-326, Emerald, 10.1108/IJWIS-04-2015-0014.
2014
Hipp, Markus and Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2014) Navigating in Process Model Repositories and Enterprise Process Information. In: IEEE 8th International Conference on Research Challenges in Information Science (RCIS 2014), Marrakesh, Morocco, May 28-30, 2014, IEEE Computer Society Press, pp. 1-12.
Hipp, Markus and Strauss, Achim and Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2014) Enabling a User-Friendly Visualization of Business Process Models. In: Business Process Management Workshops 2014, 3rd Int’l Workshop on Theory and Applications of Process Visualization (TaProViz’14), Eindhoven, The Netherlands, 8 September 2014, LNBIP 202, Springer, pp. 395-407.
Michelberger, Bernd and Mutschler, Bela and Binder, Daniel and Meurer, Jan and Hipp, Markus (2014) iGraph: Intelligent Enterprise Information Logistics. In: 10th International Conference on Semantic Systems (SEMANTiCS’14), Posters & Demonstrations Track, Leipzig, Germany, September 2014, CEUR Workshop Proceedings 1224, CEUR-WS.org, pp. 27-30.
Michelberger, Bernd and Ulmschneider, Klaus and Glimm, Birte and Mutschler, Bela and Reichert, Manfred (2014) Maintaining Semantic Networks: Challenges and Algorithms. In: 16th Int’l Conference on Information Integration and Web-based Applications & Services (iiWAS 2014), Hanoi, Vietnam, 4-6 December 2014, ACM Press, pp. 365-374.
Lanz, Andreas and Weber, Barbara and Reichert, Manfred (2014) Time patterns for process-aware information systems. Requirements Engineering, 19(2): 113-141, Springer, 10.1007/s00766-012-0162-3.
Lanz, Andreas and Reichert, Manfred (2014) Analyzing the Impact of Process Change Operations on Time-Aware Processes. Technical Report UIB-2014-01, University of Ulm.
Lanz, Andreas and Reichert, Manfred (2014) Dealing with Changes of Time-Aware Processes. In: 12th International Conference on Business Process Management (BPM 2014), Haifa, Israel, September 2014, LNCS 8659, Springer, pp. 217-233.
Lanz, Andreas and Reichert, Manfred (2014) Enabling Time-Aware Process Support with the ATAPIS Toolset. In: BPM Demo Sessions 2014 (BPMD 2014), Haifa, Israel, September 2014, CEUR Workshop Proceedings 1295, CEUR-WS.org, pp. 41-45.
Lanz, Andreas and Posenato, Roberto and Combi, Carlo and Reichert, Manfred (2014) Simple Temporal Networks with Partially Shrinkable Uncertainty (Extended Version). Technical Report UIB-2014-05, Ulm University.
2013
Hipp, Markus and Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2013) A Framework for the Intelligent Delivery and User-Adequate Visualization of Process Information. In: 28th Symposium on Applied Computing (SAC’13), Coimbra, Portugal, March 2013, ACM Press, pp. 1383-1390.
Michelberger, Bernd and Andris, Ralph-Josef and Girit, Hasan and Mutschler, Bela (2013) A Literature Survey on Information Logistics. In: 16th Int’l Conf. on Business Information Systems (BIS 2013), Poznan, Poland, June 2013, LNBIP 157, Springer, pp. 138-150.
Michelberger, Bernd and Mutschler, Bela and Hipp, Markus and Reichert, Manfred (2013) Determining the Link and Rate Popularity of Enterprise Process Information. In: 21st Int’l Conference on Cooperative Information Systems (CoopIS 2013), Graz, Austria, 11-13 Sept 2013, LNCS 8185, Springer, pp. 112-129.
Michelberger, Bernd and Reisch, Armin and Mutschler, Bela and Wurzer, Jörg and Hipp, Markus and Reichert, Manfred (2013) iCare: Intelligent Medical Information Logistics. In: 15th Int’l Conference on Information Integration and Web-based Applications & Services (iiWAS 2013), Vienna, Austria, December 2-4, 2013, ACM Press, pp. 396-399.
Lanz, Andreas and Reichert, Manfred and Weber, Barbara (2013) A Formal Semantics of Time Patterns for Process-aware Information Systems. Technical Report UIB-2013-02, University of Ulm.
Lanz, Andreas and Kolb, Jens and Reichert, Manfred (2013) Enabling Personalized Process Schedules with Time-aware Process Views. In: CAiSE 2013 Workshops, 2nd Int’l Workshop on Human-Centric Information Systems (HCIS 2013), Valencia, Spain, 18 June 2013, Lecture Notes in Business Information Processing (LNBIP) 148, Springer, pp. 205-216.
Lanz, Andreas and Posenato, Roberto and Combi, Carlo and Reichert, Manfred (2013) Controllability of Time-Aware Processes at Run Time. In: 21st Int’l Conference on Cooperative Information Systems (CoopIS 2013), Graz, Austria, 11-13 Sept 2013, LNCS 8185, Springer, pp. 39-56.
2012
Barba, Irene and Lanz, Andreas and Weber, Barbara and Reichert, Manfred and Del Valle, Carmelo (2012) Optimized Time Management for Declarative Workflows. In: 13th BPMDS’12 Working Conference, Gdansk, Poland, 25-26 June 2012, LNBIP 113, Springer, pp. 195-210.
Girit, Hasan and Eberhard, Robert and Michelberger, Bernd and Mutschler, Bela (2012) On the Precision of Search Engines: Results from a Controlled Experiment. In: 15th Int’l Conference on Business Information Systems (BIS 2012), Vilnius, Lithuania, 21-23 May, 2012, LNBIP 117, Springer, pp. 201-212.
Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2012) A Context Framework for Process-oriented Information Logistics. In: 15th Int’l Conference on Business Information Systems (BIS 2012), Vilnius, Lithuania, 21-23 May, 2012, LNBIP 117, Springer, pp. 260-271.
Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2012) Process-oriented Information Logistics: Aligning Enterprise Information with Business Processes. In: 16th IEEE International EDOC Conference (EDOC 2012), Beijing, China, September 2012, IEEE Computer Society Press, pp. 21-30.
2011
Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2011) On Handling Process Information: Results from Case Studies and a Survey. In: Proc. BPM’11 Workshops, 2nd Int’l Workshop on Empirical Research in Business Process Management (ER-BPM’11), Clermont-Ferrand, France, August 2011, LNBIP 99, Springer, pp. 333-344.
Michelberger, Bernd and Mutschler, Bela and Reichert, Manfred (2011) Towards Process-oriented Information Logistics: Why Quality Dimensions of Process Information Matter. In: Proc. 4th Int’l Workshop on Enterprise Modelling and Information Systems Architectures (EMISA 2011), Hamburg, September 2011, Lecture Notes in Informatics (LNI) 190, Koellen-Verlag, pp. 107-120.
2010
Lanz, Andreas and Weber, Barbara and Reichert, Manfred (2010) Workflow Time Patterns for Process-aware Information Systems. In: Proceedings Enterprise, Business-Process, and Information Systems Modelling: 11th International Workshop BPMDS and 15th International Conference EMMSAD at CAiSE 2010 , Hammamet, Tunisia, June 7-8, 2010, LNBIP 50, Springer, pp. 94-107.
Lanz, Andreas and Reichert, Manfred and Dadam, Peter (2010) Making Business Process Implementations Flexible and Robust: Error Handling in the AristaFlow BPM Suite. In: CAiSE’10 Demos, Hammamet, Tunisia, June 2010.
Lanz, Andreas and Kreher, Ulrich and Reichert, Manfred and Dadam, Peter (2010) Enabling Process Support for Advanced Applications with the AristaFlow BPM Suite. In: Proc. of the Business Process Management 2010 Demonstration Track, Hoboken, New Jersey, USA, September 2010, CEUR Workshop Proceedings 615.
Lanz, Andreas and Reichert, Manfred and Dadam, Peter (2010) Robust and Flexible Error Handling in the AristaFlow BPM Suite. In: Proc. CAiSE’10 Forum, Information Systems Evolution, Hammamet, Tunisia, June 2010, LNBIP 72, Springer, pp. 174-189.
2009
Dadam, Peter and Reichert, Manfred and Rinderle-Ma, Stefanie and Lanz, Andreas and Pryss, Rüdiger and Predeschly, Michael and Kolb, Jens and Ly, Linh Thao and Jurisch, Martin and Kreher, Ulrich and Goeser, Kevin (2009) From ADEPT to AristaFlow BPM Suite: A Research Vision has become Reality. In: Proceedings Business Process Management (BPM’09) Workshops, 1st Int’l. Workshop on Empirical Research in Business Process Management (ER-BPM ’09), Ulm, Germany, September 2009, LNBIP 43, Springer, pp. 529-531.
Lanz, Andreas and Weber, Barbara and Reichert, Manfred (2009) Time Patterns for Process-aware Information Systems: A Pattern-based Analysis – Revised version. Technical Report University of Ulm.
Reichert, Manfred and Dadam, Peter and Rinderle-Ma, Stefanie and Lanz, Andreas and Pryss, Rüdiger and Predeschly, Michael and Kolb, Jens and Ly, Linh Thao and Jurisch, Martin and Kreher, Ulrich and Goeser, Kevin (2009) Enabling Poka-Yoke Workflows with the AristaFlow BPM Suite. In: Proc. BPM’09 Demonstration Track, Ulm, Germany, September 2009, CEUR Workshop Proceedings 489.
Weber, Barbara and Lanz, Andreas and Reichert, Manfred (2009) Time Patterns for Process-aware Information Systems: A Pattern-based Analysis. Technical Report UIB-2009-05, University of Ulm, Faculty of Electrical Engineering and Computer Science.
Abschlussarbeiten
2020
Bulander, Laurin (2020) Untersuchung von Ansätzen zur globalen Nachvollziehbarkeit von Machine Learning Modellen im Finance Bereich. Master thesis, University of Applied Sciences Ravensburg-Weingarten.
Koroll, Luca (2020) Konzeption und Prototypische Implementierung eines Dashboards zu besseren Nachvollziehbarkeit & Erklärbarkeit von Concept Drift. Bachelor thesis, University of Applied Sciences Ravensburg-Weingarten.
Zimmermann, Michael (2020) Identifikation von potenziellen Use Cases im Machine Learning Umfeld und prototypische Umsetzung. Bachelor thesis, Hochschule Furtwangen University.
2019
Bulander, Laurin (2019) Untersuchung von Ansätzen zur Nachvollziehbarkeit von Entscheidungen durch Machine Learning-Modelle. Bachelor thesis, University of Applied Sciences Ravensburg-Weingarten.
Schaudt, Lewin (2019) Implementierung eines Frameworks zur Feature Engineering in Machine-Learning-Projekten. Bachelor thesis, University of Applied Sciences Ravensburg-Weingarten.
2018
Krüsel, Dennis (2018) Analyse, Evaluierung und Implementierung von Ansätzen zur Ausführung von Feature Engineering Pipelines in Machine Learning Anwendungen. Bachelor thesis, Hochschule Furtwangen University.
2017
Cotic, Fabian (2017) Evaluierung, Analyse und Implementierung eines Machine-Learning-Verfahrens zur Verbesserung von fachlichen Entscheidungen. Bachelor thesis, Konstanz University of Applied Sciences.