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ORCIDRichard Lenz
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- affiliation: University of Erlangen-Nuremberg, Germany
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2020 – today
- 2024
[i6]Leo Köberlein, Dominik Probst, Richard Lenz:
Quantifying Semantic Query Similarity for Automated Linear SQL Grading: A Graph-based Approach. CoRR abs/2403.14441 (2024)- 2023
- [j20]Lucas Weber
, Richard Lenz:
Machine learning in sensor identification for industrial systems. it Inf. Technol. 65(4-5): 177-188 (2023) - [i5]Christoph P. Neumann, Florian Rampp, Richard Lenz:
DEUS: Distributed Electronic Patient File Update System. CoRR abs/2311.14349 (2023) - 2021
- [j19]Richard Lenz, David Haller, Dominik Probst, Andreas M. Wahl:
Erfahrungen mit kombinierten digitalen Lernhilfen bei Datenbank-Vorlesungen. Datenbank-Spektrum 21(2): 99-109 (2021) - [c73]Luciano Melodia, Richard Lenz:
Homological Time Series Analysis of Sensor Signals from Power Plants. PKDD/ECML Workshops (1) 2021: 283-299 - [i4]Luciano Melodia, Richard Lenz:
Homological Time Series Analysis of Sensor Signals from Power Plants. CoRR abs/2106.02493 (2021) - 2020
- [c72]Richard Lenz, David Haller, Andreas M. Wahl:
Maßnahmen zur Verbesserung der Effektivität von Blended Learning bei Datenbank-Vorlesungen. DeLFI 2020: 223-228 - [c71]Luciano Melodia, Richard Lenz:
Estimate of the Neural Network Dimension Using Algebraic Topology and Lie Theory. ICPR Workshops (5) 2020: 15-29 - [c70]Luciano Melodia, Richard Lenz:
Persistent Homology as Stopping-Criterion for Voronoi Interpolation. IWCIA 2020: 29-44 - [c69]David Haller, Richard Lenz:
Discovery of Ontologies from Implicit User Knowledge. LWDA 2020: 241-245 - [i3]Luciano Melodia, Richard Lenz:
Parametrization of Neural Networks with Connected Abelian Lie Groups as Data Manifold. CoRR abs/2004.02881 (2020)
2010 – 2019
- 2019
- [c68]David Haller, Richard Lenz:
Pharos: Query-Driven Schema Inference for the Semantic Web. PKDD/ECML Workshops (2) 2019: 112-124 - [e9]Mar Marcos, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Slawomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, Gregor Stiglic:
Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems - AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26-29, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11979, Springer 2019, ISBN 978-3-030-37445-7 [contents] - [e8]Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga:
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11326, Springer 2019, ISBN 978-3-030-12737-4 [contents] - [i2]Luciano Melodia, Richard Lenz:
Persistent Homology as Stopping-Criterion for Natural Neighbor Interpolation. CoRR abs/1911.02922 (2019) - 2018
- [j18]Stefan Kraus, Martin Enders, Hans-Ulrich Prokosch, Ixchel Castellanos, Richard Lenz, Martin Sedlmayr:
Accessing complex patient data from Arden Syntax Medical Logic Modules. Artif. Intell. Medicine 92: 95-102 (2018) - [c67]Andreas M. Wahl, Christian Sauerhammer, Peter K. Schwab, Sebastian Herbst, Richard Lenz:
Query-Driven Data Profiling with OCEANProfile. BIRTE 2018: 7:1-7:3 - [c66]Johannes Tenschert, Richard Lenz:
Evaluation of WfMC Awards for Case Management: Features, Knowledge Workers, Systems. Business Process Management Workshops 2018: 107-120 - [c65]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Julian Rith, Sebastian Herbst, Richard Lenz:
A graph-based framework for analyzing SQL query logs. GRADES/NDA@SIGMOD/PODS 2018: 11:1-11:5 - [c64]Andreas M. Wahl, Peter K. Schwab, Richard Lenz:
Minimally-Intrusive Augmentation of Data Science Workflows. LWDA 2018: 339-342 - [c63]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Sebastian Herbst, Julian Rith, Richard Lenz:
Crossing an OCEAN of queries: analyzing SQL query logs with OCEANLog. SSDBM 2018: 30:1-30:4 - [e7]Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga:
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. CEUR Workshop Proceedings 2142, CEUR-WS.org 2018 [contents] - 2017
- [c62]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Sebastian Herbst, Richard Lenz:
Query-Driven Knowledge-Sharing for Data Integration and Collaborative Data Science. ADBIS (Short Papers and Workshops) 2017: 63-72 - [c61]Johannes Tenschert, Jana-Rebecca Rehse, Peter Fettke, Richard Lenz:
Speech Acts in Actual Processes: Evaluation of Interfaces and Triggers in ITIL. Business Process Management Workshops 2017: 348-360 - [c60]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Sebastian Herbst, Richard Lenz:
Anfrage-getriebener Wissenstransfer zur Unterstützung von Datenanalysten. BTW 2017: 165-174 - [c59]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Sebastian Herbst, Richard Lenz:
We Can Query More than We Can Tell: Facilitating Collaboration Through Query-Driven Knowledge-Sharing. CSCW Companion 2017: 335-338 - [e6]David Riaño, Richard Lenz, Manfred Reichert:
Knowledge Representation for Health Care - HEC 2016 International Joint Workshop, KR4HC/ProHealth 2016, Munich, Germany, September 2, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10096, Springer 2017, ISBN 978-3-319-55013-8 [contents] - 2016
- [c58]Johannes Tenschert, Richard Lenz:
Agora - Speech-Act-Based Adaptive Case Management. BPM (Demos) 2016: 61-66 - [c57]Johannes Tenschert, Richard Lenz:
Towards Speech-Act-Based Adaptive Case Management. EDOC Workshops 2016: 1-8 - [c56]Peter K. Schwab, Andreas M. Wahl, Richard Lenz, Klaus Meyer-Wegener:
Query-driven Data Integration (Short Paper). LWDA 2016: 206-211 - [c55]Johannes Tenschert, Georg Michelson, Richard Lenz:
Towards Speech-Act-Based Compliance. CBI (1) 2016: 35-44 - [i1]Andreas M. Wahl, Gregor Endler, Peter K. Schwab, Sebastian Herbst, Richard Lenz:
Anfrage-getriebener Wissenstransfer zur Unterstuetzung von Datenanalysten. CoRR abs/1610.06382 (2016) - 2015
- [j17]Klaus Pommerening, Thomas Martin Deserno, Josef Ingenerf, Richard Lenz, Paul Schmücker:
Der Impact der Medizinischen Informatik. Inform. Spektrum 38(5): 347-369 (2015) - [c54]Gregor Endler, Philipp Baumgärtel, Andreas M. Wahl, Richard Lenz:
ForCE: Is Estimation of Data Completeness Through Time Series Forecasts Feasible? ADBIS 2015: 261-274 - [c53]Johannes Held, Richard Lenz:
TDQMed: Managing Collections of Complex Test Data. ADBIS 2015: 334-347 - [c52]Johannes Tenschert, Richard Lenz:
Supporting Knowledge Work by Speech-Act Based Templates for Micro Processes. Business Process Management Workshops 2015: 78-89 - [c51]Gregor Endler, Peter K. Schwab, Andreas M. Wahl, Johannes Tenschert, Richard Lenz:
An Architecture for Continuous Data Quality Monitoring in Medical Centers. MedInfo 2015: 852-856 - [e5]David Riaño, Richard Lenz, Silvia Miksch, Mor Peleg, Manfred Reichert, Annette ten Teije:
Knowledge Representation for Health Care - AIME 2015 International Joint Workshop, KR4HC/ProHealth 2015, Pavia, Italy, June 20, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9485, Springer 2015, ISBN 978-3-319-26584-1 [contents] - 2014
- [j16]Klaus Meyer-Wegener, Richard Lenz:
Datenbank-Forschung am Lehrstuhl für Informatik 6 (Datenmanagement) der Friedrich-Alexander-Universität Erlangen-Nürnberg. Datenbank-Spektrum 14(2): 151-157 (2014) - [c50]Philipp Baumgärtel, Gregor Endler, Richard Lenz:
Toward Pay-As-You-Go Data Integration for Healthcare Simulations. HEALTHINF 2014: 172-177 - [c49]Thomas Fischer, Andreas M. Wahl, Richard Lenz:
Automated quality-of-service-aware configuration of publish-subscribe systems at design-time. DEBS 2014: 118-129 - [c48]Andreas M. Wahl, Thomas Fischer, Richard Lenz:
Automated publish-subscribe middleware configuration with M2etis. DEBS 2014: 357-360 - [c47]Philipp Baumgärtel, Gregor Endler, Andreas M. Wahl, Richard Lenz:
Inverse uncertainty propagation for demand driven data acquisition. WSC 2014: 710-721 - 2013
- [c46]Philipp Baumgärtel, Johannes Tenschert, Richard Lenz:
A Query Language for Workflow Instance Data. ADBIS (2) 2013: 79-86 - [c45]Philipp Baumgärtel, Gregor Endler, Richard Lenz:
A Benchmark for Multidimensional Statistical Data. ADBIS 2013: 358-371 - [e4]David Riaño, Richard Lenz, Silvia Miksch, Mor Peleg, Manfred Reichert, Annette ten Teije:
Process Support and Knowledge Representation in Health Care - AIME 2013 Joint Workshop, KR4HC 2013/ProHealth 2013, Murcia, Spain, June 1, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8268, Springer 2013, ISBN 978-3-319-03915-2 [contents] - [e3]Richard Lenz, Silvia Miksch, Mor Peleg, Manfred Reichert, David Riaño, Annette ten Teije:
Process Support and Knowledge Representation in Health Care - BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7738, Springer 2013, ISBN 978-3-642-36437-2 [contents] - 2012
- [j15]Christoph P. Neumann, Richard Lenz:
The Alpha-Flow Approach to Inter-Institutional Process Support in Healthcare. Int. J. Knowl. Based Organ. 2(4): 52-68 (2012) - [c44]Philipp Baumgärtel, Richard Lenz:
Towards Data and Data Quality Management for Large Scale Healthcare Simulations - Position Paper. HEALTHINF 2012: 275-280 - [c43]Christoph P. Neumann, Richard Lenz:
Distributed Ad Hoc Cooperation in Healthcare. ProHealth/KR4HC 2012: 113-125 - [c42]Johannes Held, Richard Lenz:
Towards measuring test data quality. EDBT/ICDT Workshops 2012: 233-238 - [c41]Christoph P. Neumann, Andreas M. Wahl, Richard Lenz:
Adaptive Version Clocks and the OffSync Protocol. ISPA 2012: 835-836 - [c40]Christoph P. Neumann, Scott A. Hady, Richard Lenz:
Hydra Version Control System. ISPA 2012: 837-838 - 2011
- [c39]Christoph P. Neumann, Peter K. Schwab, Andreas M. Wahl, Richard Lenz:
Alpha-Adaptive: Evolutionary Workflow Metadata in Distributed Document-Oriented Process Management. Business Process Management Workshops (2) 2011: 225-236 - [c38]Thomas Fischer, Johannes Held, Richard Lenz:
M2etis: An adaptable Publish/Subscribe System for MMVEs based on Event Semantics. BTW Workshops 2011: 23-32 - [c37]Thomas Fischer, Johannes Held, Frank Lauterwald, Richard Lenz:
Towards an adaptive event dissemination middleware for MMVEs. DEBS 2011: 397-398 - [c36]Juliane Blechinger, Frank Lauterwald, Richard Lenz:
Metadata Categories for Supporting Concurrent Engineering. EDOCW 2011: 26-33 - [c35]Gregor Endler, Michael Langer, Jörg Purucker, Richard Lenz:
An evolutionary approach to IT support for medical supply centers. GI-Jahrestagung 2011: 399 - 2010
- [j14]Holger von Jouanne-Diedrich, Juliane Blechinger, Christoph P. Neumann, Stefan Schwarz, Richard Lenz:
Integration verteilter und heterogener Configuration-Management-Datenbanken - Eine Anforderungs- und Marktanalyse. Inform. Spektrum 33(4): 351-362 (2010) - [c34]Juliane Blechinger, Frank Lauterwald, Richard Lenz:
Supporting the Production of High-Quality Data in Concurrent Plant Engineering Using a MetaDataRepository. AMCIS 2010: 95 - [c33]Thomas Fischer, Richard Lenz:
Event semantics in event dissemination architectures for massive multiuser virtual environments. DEBS 2010: 93-94 - [c32]Thomas Fischer, Michael Daum, Florian Irmert, Christoph P. Neumann, Richard Lenz:
Exploitation of event-semantics for distributed publish/subscribe systems in massively multiuser virtual environments. IDEAS 2010: 90-97 - [c31]Christoph P. Neumann, Thomas Fischer, Richard Lenz:
OXDBS: extension of a native XML database system with validation by consistency checking of OWL-DL ontologies. IDEAS 2010: 143-148 - [c30]Christoph P. Neumann, Richard Lenz:
The Alpha-Flow Use-Case of Breast Cancer Treatment - Modeling Inter-institutional Healthcare Workflows by Active Documents. WETICE 2010: 17-22
2000 – 2009
- 2009
- [c29]Mor Peleg, Richard Lenz, Paul A. de Clercq:
Introduction to the Third International Workshop on Process-Oriented Information Systems in Healthcare (ProHealth 2009). Business Process Management Workshops 2009: 535-538 - [c28]Christoph P. Neumann, Richard Lenz:
A Light-Weight System Extension Supporting Document-Based Processes in Healthcare. Business Process Management Workshops 2009: 557-568 - [c27]Christoph P. Neumann, Richard Lenz:
alpha- Flow: A Document-Based Approach to Inter-institutional Process Support in Healthcare. Business Process Management Workshops 2009: 569-580 - [c26]Christoph P. Neumann, Florian Rampp, Richard Lenz, Michael Daum:
A mediated publish-subscribe system for inter-institutional process support in healthcare. DEBS 2009 - [c25]Florian Irmert, Frank Lauterwald, Christoph P. Neumann, Michael Daum, Richard Lenz, Klaus Meyer-Wegener:
Semantics of a runtime adaptable transaction manager. IDEAS 2009: 88-96 - 2008
- [c24]Richard Lenz, Mor Peleg, Manfred Reichert:
Introduction to the Second International Workshop on Process-Oriented Information Systems in Healthcare (ProHealth 2008). Business Process Management Workshops 2008: 305-307 - 2007
- [j13]Richard Lenz, Manfred Reichert:
IT support for healthcare processes - premises, challenges, perspectives. Data Knowl. Eng. 61(1): 39-58 (2007) - [j12]Rainer Blaser, M. Schnabel, C. Biber, M. Bäumlein, Oliver Heger, Mario Beyer, Egbert Opitz, Richard Lenz, Klaus A. Kuhn:
Improving pathway compliance and clinician performance by using information technology. Int. J. Medical Informatics 76(2-3): 151-156 (2007) - [j11]Richard Lenz, Mario Beyer, Klaus A. Kuhn:
Semantic integration in healthcare networks. Int. J. Medical Informatics 76(2-3): 201-207 (2007) - [j10]Richard Lenz, Rainer Blaser, Mario Beyer, Oliver Heger, C. Biber, M. Bäumlein, M. Schnabel:
IT support for clinical pathways - Lessons learned. Int. J. Medical Informatics 76(S3): S397-S402 (2007) - [c23]Manfred Reichert, Mor Peleg, Richard Lenz:
Introduction to the First International Workshop on Process-Oriented Information Systems in Healthcare (ProHealth 2007). Business Process Management Workshops 2007: 319-320 - 2006
- [j9]Richard Lenz, Wolfgang Lehner:
Schwerpunktthema Medizinische Informationssysteme. Datenbank-Spektrum 17: 5-6 (2006) - [j8]Mario Beyer, Richard Lenz, Klaus Kuhn:
Health Information Systems. it Inf. Technol. 48(1): 6-11 (2006) - [c22]Richard Lenz, Rainer Blaser, Mario Beyer, Oliver Heger, C. Biber, M. Bäumlein, M. Schnabel:
IT support for clinical pathways - lessons learned. MIE 2006: 645-650 - [e2]Peter Haas, Richard Lenz:
Proceedings of the 3rd GI-Workshop on Enterprise Application Integration ( EAI'06 ) University of Marburg, Germany, December 1st, 2006. CEUR Workshop Proceedings 279, CEUR-WS.org 2006 [contents] - 2005
- [j7]Dirk Schröder, Martin Middeke, Klaus Kuhn, Richard Lenz:
Anwendungsintegration im Krankenhaus am Beispiel eines interdisziplinären Tumorkolloquiums. EMISA Forum 25(2): 35-41 (2005) - [j6]Richard Lenz, Mario Beyer, Christian Meiler, Stefan Jablonski, Klaus Kuhn:
Informationsintegration in Gesundheitsversorgungsnetzen. Inform. Spektrum 28(2): 105-119 (2005) - [c21]Richard Lenz:
Information Management in Distributed Healthcare Networks. Data Management in a Connected World 2005: 315-334 - [c20]Richard Lenz, Manfred Reichert:
IT Support for Healthcare Processes. Business Process Management 2005: 354-363 - [c19]Mario Beyer, Klaus Kuhn, Richard Lenz:
Potential der CDA in verteilten Gesundheitsinformationssystemen. EAI 2005 - [c18]Dirk Schröder, Martin Middeke, Klaus Kuhn, Richard Lenz:
Anwendungsintegration im Krankenhaus am Beispiel eines interdisziplinären Tumorkolloquiums. EAI 2005 - [c17]Rainer Blaser, M. Schnabel, Oliver Heger, Egbert Opitz, Richard Lenz, Klaus A. Kuhn:
Improving Pathway Compliance and Clinician Performance by Using Information Technology. MIE 2005: 199-204 - [c16]Richard Lenz, Mario Beyer, Klaus A. Kuhn:
Semantic Integration in Healthcare Networks. MIE 2005: 385-390 - [e1]Richard Lenz, Ulrich Hasenkamp, Wilhelm Hasselbring, Manfred Reichert:
Enterprise Application Integration 2005, Proceedings of the 2nd GI-Workshop on Enterprise Application Integration (EAI-05), Marburg, Germany, June 30 / July 1st, 2005. CEUR Workshop Proceedings 141, CEUR-WS.org 2005 [contents] - 2004
- [j5]Richard Lenz, Klaus A. Kuhn:
Towards a continuous evolution and adaptation of information systems in healthcare. Int. J. Medical Informatics 73(1): 75-89 (2004) - [c15]Mario Beyer, Klaus Kuhn, Christian Meiler, Stefan Jablonski, Richard Lenz:
IT-basierte Integration in medizinischen Versorgungsnetzen. EAI 2004 - [c14]Richard Lenz, Klaus Kuhn:
Aspekte einer prozessorientierten Systemarchitektur für Informationssysteme im Gesundheitswesen. GI Jahrestagung (2) 2004: 530-536 - [c13]Rainer Blaser, Klaus A. Kuhn, Martin Overath, Frank Dietz, Egbert Opitz, Richard Lenz:
Towards Responsive IT-Infrastructures - Assessment of a Health Information System. MedInfo 2004: 1178-1182 - [c12]Mario Beyer, Klaus Kuhn, Christian Meiler, Stefan Jablonski, Richard Lenz:
Towards a flexible, process-oriented IT architecture for an integrated healthcare network. SAC 2004: 264-271 - [c11]Rainer Blaser, M. Schnabel, D. Mann, P. Jancke, Klaus Kuhn, Richard Lenz:
Potential prevention of medical errors in casualty surgery by using information technology. SAC 2004: 285-290 - 2003
- [j4]Richard Lenz, Stanley M. Huff, Antoine Geissbühler:
Report of conference track 2: pathways to open architectures. Int. J. Medical Informatics 69(2-3): 297-299 (2003) - [c10]Richard Lenz, Klaus Kuhn:
A Strategic Approach for Business-IT Alignment in Health Information Systems. OTM 2003: 178-195 - [c9]Richard Lenz, Klaus Kuhn:
Zur Architektur und Evolution von Krankenhausinformationssystemen. GI Jahrestagung (2) 2003: 435-444 - 2002
- [j3]Richard Lenz, Thomas Elstner, Hannes Siegele, Klaus A. Kuhn:
Application of Information Technology: A Practical Approach to Process Support in Health Information Systems. J. Am. Medical Informatics Assoc. 9(6): 571-585 (2002) - 2001
- [c8]Richard Lenz, Thomas Elstner, Rainer Blaser, Klaus A. Kuhn:
Experiences with a Holistic Health Information System. AMIA 2001
1990 – 1999
- 1999
- [c7]Klaus A. Kuhn, Richard Lenz, Rainer Blaser:
Building a hospital information system: design considerations based on results from a Europe-wide vendor selection process. AMIA 1999 - [c6]Richard Lenz, Rainer Blaser, Klaus A. Kuhn:
Hospital Information Systems: Chances and Obstacles on the Way to Integration. MIE 1999: 25-30 - 1997
- [b1]Richard Lenz:
Adaptive Datenreplikation in verteilten Systemen. Teubner-Texte zur Informatik 23, Teubner 1997, ISBN 978-3-8154-2308-0, pp. 1-300 - 1996
- [c5]Richard Lenz:
Adaptive distributed data management with weak consistent replicated data. SAC 1996: 178-185 - 1995
- [j2]Richard Lenz:
Synchronisation von Transaktionen auf schwach konsistent replizierten Daten. Datenbank Rundbr. 15: 17 (1995) - 1994
- [c4]Thomas Kirsche, Richard Lenz, Hans Schuster:
Functionality and Architecture of a Cooperative Database System: A Vision. CIKM 1994: 384-391 - [c3]Thomas Kirsche, Richard Lenz, Thomas Ruf, Hartmut Wedekind:
Cooperative Problem Solving Using Database Conversations. ICDE 1994: 134-143 - 1993
- [j1]Thomas Kirsche, Richard Lenz, Horst Lührsen, Klaus Meyer-Wegener, Hartmut Wedekind, Martin Bever, Ulrich Schäffer, Claus Schottmüller:
Communication support for cooperative work. Comput. Commun. 16(9): 594-602 (1993) - [c2]Thomas Kirsche, Richard Lenz, Horst Lührsen, Klaus Meyer-Wegener, Hartmut Wedekind, Martin Bever, Ulrich Schäffer, Claus Schottmüller:
CoDraft: An Object-Based Drafting Tool on Top of Group Communication Services. GI Jahrestagung 1993: 521-526 - [c1]Thomas Kirsche, Richard Lenz, Hans Schuster, Hartmut Wedekind:
Extending Workflow Management Techniques to Control the Course of Database Conversations. Menschengerechte Groupware 1993: 237-258
Coauthor Index
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