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2024

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Explaining neural networks without access to training data. Open Access Machine Learning Dordrecht [u.a.] 113 6 3633-3652 [Zeitschriftenartikel]
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Rink, Johann ; Tollens, Fabian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Heinzl, Armin ; Hoffmann, Jens ; Schoenberg, Stefan O. ; Marzina, Annika ; Sandikci, Vesile ; Wiegand, Carla ; Hoyer, Carolin ; Szabo, Kristina (2024) Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations. Open Access Frontiers in Neurolgy Lausanne 15 1358145 1-9 [Zeitschriftenartikel]
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Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. Open Access (2024) The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, Canada) [Präsentation auf Konferenz]
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Rana, Ashish ; Oesterle, Michael ; Brinkmann, Jannik GOV-REK: Governed Reward Engineering Kernels for designing robust multi-agent reinforcement learning systems. Open Access Dastani, Mehdi ; Sichman, Jaime Simão 2429-2431 In: AAMAS '24: proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (2024) Richland, SC AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) [Konferenzveröffentlichung]
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Oesterle, Michael ; Grams, Tim ; Bartelt, Christian DRAMA at the PettingZoo: Dynamically restricted action spaces for multi-agent reinforcement learning frameworks. Open Access Bui, Tung X. 7810-7819 In: Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024 (2024) Honolulu, HI HICSS 2024, 57th Hawaii International Conference on System Sciences (Honolulu, HI) [Konferenzveröffentlichung]
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Oesterle, Michael ; Grams, Tim ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 RAISE the bar: Restriction of action spaces for improved social welfare and equity in traffic management. Open Access Dastani, Mehdi ; Sichman, Jaime Simão ; Alechina, Natasha ; Dignum, Virginia 1492-1500 In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (2024) Richland, SC AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) [Konferenzveröffentlichung]
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Oesterle, Michael (2024) Self-learning restriction-based governance of multi-agent systems. Open Access Mannheim [Dissertation]
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Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Schneider, Kurt Self-elicitation of requirements with automated GUI prototyping. Open Access Filkov, Vladimir ; Ray, Baishakhi ; Zhou, Minghui 2354-2357 In: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering : ASE 2024 : October 28 - November 1, 2024, Sacramento, California, USA (2024) Sacramento, CA, USA 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024) (Sacramento, CA) [Konferenzveröffentlichung]
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Rink, Johann ; Szabo, Kristina ; Hoyer, Carolin ; Saver, Jeffrey L. ; Nour, May ; Audebert, Heinrich J. ; Kunz, Wolfgang G. ; Froelich, Matthias F. ; Heinzl, Armin ORCID: 0000-0001-9886-9596 ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Hoffmann, Jens ; Schoenberg, Stefan O. ; Tollens, Fabian (2024) Mobile stroke units services in Germany: A cost-effectiveness modeling perspective on catchment zones, operating modes, and staffing. Open Access European Journal of Neurology Oxford [u.a.] tba tba 1-9 [Zeitschriftenartikel]
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2023

Hoffmann, Philipp ORCID: 0000-0002-6528-9269 ; Shmagina, Veronika ; Halckenhäußer, André ORCID: 0000-0001-5258-4560 ; Lüker, Nele ORCID: 0000-0002-1792-7967 The influence of user feedback on complementary innovation in platform ecosystems: NLP evidence on the value of multihoming. Open Access Bui, Tung X. 5994-6003 In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences (2023) Honolulu, HI HICCS 2023, Hawaii International Conference on System Sciences (Maui, HI) [Konferenzveröffentlichung]
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Amaefule, Chimezie O. ; Lüdtke, Stefan ; Klostermann, Anne ; Hinz, Charlotte A. ; Kampa, Isabell ; Kirste, Thomas ; Teipel, Stefan (2023) At crossroads in a virtual city: Effect of spatial disorientation on gait variability and psychophysiological response among healthy older adults. Open Access Gerontology Basel ; Freiburg 69 4 450-463 [Zeitschriftenartikel]
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Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Data-driven prototyping via natural-language-based GUI retrieval. Open Access Automated Software Engineering Dordrecht 30 1, Article 13 1-34 [Zeitschriftenartikel]
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Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Correction to: Data-driven prototyping via natural- language-based GUI retrieval. Open Access Automated Software Engineering Dordrecht 30 1, Article 15 1-2 [Zeitschriftenartikel]
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Umlauft, Josefine ; Johnson, Christopher W. ; Roux, Philippe ; Trugman, Daniel Taylor ; Lecointre, Albanne ; Walpersdorf, Andrea ; Nanni, Ugo ; Gimbert, Florent ; Rouet-Leduc, Bertrand ; Hulbert, Claudia ; Lüdtke, Stefan ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Johnson, Paul A. (2023) Mapping glacier basal sliding applying machine learning. Open Access Journal of geophysical research : JGR. F, Earth surface Washington, DC ; Hoboken, NJ 128 11, article e2023JF007280 1-20 [Zeitschriftenartikel]
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Ernst, Jasmina S. ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Brinkmann, Jannik ; Vellasques, Eduardo ; Foucard, Damien ; Kraemer, Martin ; Lambert, Marian Bias mitigation for large language models using adversarial learning. Open Access Calegari, Roberta ; Tubella, Andrea Aler ; González Castañe, Gabriel ; Dignum, Virginia ; Milano, Michaela CEUR Workshop Proceedings 3523 1-14 In: Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023),Kraków, Poland, October 1st, 2023 (2023) Aachen, Germany 1st Workshop on Fairness and Bias in AI (Kraków, Poland) [Konferenzveröffentlichung]
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2022

Halckenhäußer, André ORCID: 0000-0001-5258-4560 ; Mann, Felix ; Förderer, Jens ORCID: 0000-0002-3090-4559 ; Hoffmann, Philipp ORCID: 0000-0002-6528-9269 Comparing platform core features with third-party complements. machine-learning evidence from Apple iOS. Open Access Bui, Tung X. 6679-6688 In: Proceedings of the 55th Annual Hawaii International Conference on System Sciences (HICSS 55) (2022) Honolulu, HI HICSS-55 (Online) [Konferenzveröffentlichung]
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Niemann, Friedrich ; Lüdtke, Stefan ; Bartelt, Christian ; Ten Hompel, Michael (2022) Context-aware human activity recognition in industrial processes. Open Access Sensors Basel 22 1, Article 134 1-14 [Zeitschriftenartikel]
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Teipel, Stefan ; Amaefule, Chimezie O. ; Lüdtke, Stefan ; Görß, Doreen ; Faraza, Sofia ; Bruhn, Sven ; Kirste, Thomas (2022) Prediction of disorientation by accelerometric and gait features in young and older adults navigating in a virtually enriched environment. Open Access Frontiers in Psychology Lausanne 13 Article 882446 1-14 [Zeitschriftenartikel]
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2021

Fallon, Monica ORCID: 0000-0001-5007-1294 ; Riem, Madelon M. E. ; Kunst, Laura E. ; Kop, Willem J. ; Kupper, Nina (2021) Multi-modal responses to the Virtual Reality Trier Social Stress Test: A comparison with standard interpersonal and control conditions. Open Access International Journal of Psychophysiology Amsterdam [u.a.] 161 27-34 [Zeitschriftenartikel]
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 (2021) Knowledge-driven architecture composition. Open Access Mannheim [Dissertation]
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Pernpeintner, Michael ORCID: 0000-0001-6939-1028 Toward a self-learning governance loop for competitive multi-attribute MAS. Open Access Endriss, Ulle ; Nowé, Anne ; Dignum, Frank ; Lomuscio, Alessio 1619-1621 In: AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : Richland, SC, Virtual Event United Kingdom, May, 2021 (2021) Richland, SC AAMAS 2021 (Online) [Konferenzveröffentlichung]
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Pernpeintner, Michael ORCID: 0000-0001-6939-1028 Self-learning governance of competitive multi-agent systems. Open Access Tomforde, Sven ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 Intelligent Embedded Systems 18 47-63 In: Organic Computing : Doctoral Dissertation Colloquium 2020 (2021) Kassel 9th Organic Computing Doctoral Dissertation Colloquium 2021 (Online) [Konferenzveröffentlichung]
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Hoffmann, Lars ORCID: 0000-0002-9667-0310 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Knowledge injection via ML-based initialization of neural networks. Open Access Cong, Gao ; Ramanath, Maya CEUR Workshop Proceedings 3052 1-6 In: Proceedings of the CIKM 2021 Workshops (CIKMW 2021) co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) : Gold Coast, Queensland, Australia, November 1-5,2021 (2021) Aachen, Germany KINN 2021, 1st Workshop on Knowledge Injection in Neural Networks (KINN) (Online) [Konferenzveröffentlichung]
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2020

Riem, Madelon M. E. ; Kunst, Laura E. ; Bekker, Marie H. J. ; Fallon, Monica ORCID: 0000-0001-5007-1294 ; Kupper, Nina (2020) Intranasal oxytocin enhances stress-protective effects of social support in women with negative childhood experiences during a virtual Trier Social Stress Test. Open Access Psychoneuroendocrinology Amsterdam [u.a.] 111 Article 104482 1-9 [Zeitschriftenartikel]
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Klingert, Sonja ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Becker, Christian (2020) Sim2Win: How simulation can help data centers to benefit from controlling their power profile. Open Access Energy Efficiency Dordrecht [u.a.] 13 5 1007-1029 [Zeitschriftenartikel]
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2019

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Ackel, Maurice ; Bartelt, Christian A mapping language for IoT device descriptions. Open Access Getov, Vladimir 115-120 In: 2019 IEEE 43rd Annual Computer Software and Applications Conference : 15-19 July 2019, Milwaukee, Wisconsin : proceedings (2019) Piscataway, NJ COMPSAC 2019 (Milwaukee, WI) [Konferenzveröffentlichung]
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2018

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Jacobs, Steffen Executing model-based software development for embedded I4.0 devices properly. Open Access Schaefer, Ina CEUR Workshop Proceedings 2060 35-46 In: MOD-WS 2018 : Joint Proceedings of the Workshops at Modellierung 2018 co-located with Modellierung 2018, Braunschweig, Germany, February 21, 2018 (2018) Aachen, Germany MOD-WS 2018 (Braunschweig, Germany) [Konferenzveröffentlichung]
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Next steps in knowledge-driven architecture composition. Open Access Gemulla, Rainer CEUR Workshop Proceedings 2191 Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" 78-83 In: LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" Mannheim, Germany, August 22-24, 2018 (2018) Aachen, Germany LWDA 2018 (Mannheim, Germany) [Konferenzveröffentlichung]
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2015

Morana, Stefan ; Schacht, Silvia ; Gerards, Timo ; Maedche, Alexander ITSM ProcessGuide – A longitudinal and multi-method field study for real-world DSR artifact evaluation. Open Access Donnellan, Brain 109-116 In: At the Vanguard of Design Science : First Impressions and Early Findings from Ongoing Research ; Research-in-Progress Papers and Poster Presentations from the 10th International Conference, DESRIST 2015. Dublin, Ireland, 20-22 May (2015) Cork [Konferenzveröffentlichung]
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2014

Kretzer, Martin ; Maedche, Alexander Generativity of Business Intelligence Platforms: A Research Agenda Guided by Lessons from Shadow IT. Open Access Kundisch, Dennis Multikonferenz Wirtschaftsinformatik 2014 Tagungsband 207-220 In: MKWI 2014 - Multikonferenz Wirtschaftsinformatik : 26. - 28. Februar 2014 in Paderborn ; Tagungsband (2014) Paderborn [Konferenzveröffentlichung]
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Maedche, Alexander ; Wruk, Dominika (2014) Nutzerzentrierte Informationssysteme für den deutschen Mittelstand. Open Access Wissenschaft trifft Praxis : Usability betrieblicher IT-Anwendungen Bad Honnef 1 6-17 [Zeitschriftenartikel]
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Maedche, Alexander ; Wallach, Dieter (2014) Agile und Nutzerzentrierte Softwareentwicklung. Open Access Wissenschaft trifft Praxis : Usability betrieblicher IT-Anwendungen Bad Honnef 1 24-30 [Zeitschriftenartikel]
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Werder, Karl ; Haake, Phillip ; Maedche, Alexander Usability Readiness of German Software SMEs – Three Segments and their Characteristics. Open Access Koch, Michael 185-194 In: Mensch und Computer 2014 - Tagungsband : 14. Fachübergreifende Konferenz für Interaktive und Kooperative Medien - Interaktiv unterwegs - Freiräume gestalten (2014) Berlin (München, Germany) [Konferenzveröffentlichung]
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Adam, Marc T. P. ; Gimpel, Henner ; Maedche, Alexander ; Riedl, René Stress-Sensitive Adaptive Enterprise Systems: Theoretical Foundations and Design Blueprint. Open Access Davis, Fred 39-41 In: Proceedings Gmunden Retreat on NeuroIS 2014 : Gmunden, Austria, June 5 - 7, 2014 (2014) Gmunden, Austria [Konferenzveröffentlichung]
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Morana, Stefan ; Schacht, Silvia ; Scherp, Ansgar ; Maedche, Alexander (2014) Conceptualization and Typology of Guidance in Information Systems. Open Access Working Paper Series in Information Systems Mannheim 007 [Arbeitspapier]
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Morana, Stefan ; Schacht, Silvia ; Scherp, Ansgar ; Maedche, Alexander Designing a Process Guidance System to Support User’s Business Process Compliance. Open Access Myers, Michael Paper 6 In: ICIS 2014 proceedings (2014) Atlanta, Ga. 35th International Conference on Information Systems (ICIS 2014) (Auckland, NZ) [Konferenzveröffentlichung]
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Lauterbach, Jens ; Kahrau, Felix ; Müller, Benjamin ; Maedche, Alexander What makes “the System” tick? - Explaining Individuals’ Adaptation Behavior towards Effective Use in Enterprise System Implementations. Open Access Myers, Michael Thirty Fifth International Conference on Information Systems (ICIS) Paper 29 In: ICIS 2014 proceedings (2014) Atlanta, Ga. 35th International Conference on Information Systems (ICIS 2014) (Auckland, NZ) [Konferenzveröffentlichung]
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Lauterbach, Jens ; Müller, Benjamin Adopt, Adapt, Enact or Use? – A Framework and Methodology for Extracting and Integrating Conceptual Mechanisms of IT Adoption and Use. Open Access Doolin, Bill IFIP International Federation for Information Processing 446 8-29 In: Information Systems and Global Assemblages: (Re)configuring Actors, Artefacts, Organizations : IFIP WG 8.2 Working Conference, IS&O 2014, Auckland, New Zealand, December 11-12, 2014, Proceedings (2014) Berlin [u.a.] [Konferenzveröffentlichung]
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Pernpeintner, Michael ORCID: 0000-0001-6939-1028 (2014) On the structure of Gröbner bases for graph coloring ideals. Open Access München [Abschlussarbeit]
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2013

Neben, Tillmann ; Heinzl, Armin ; Trenck, Aliona von der (2013) The dual pathway to information avoidance in information systems use. Open Access Working Paper Series in Information Systems Mannheim 006 [Arbeitspapier]
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2012

Gaß, Oliver ; Koppenhagen, Norbert ; Biegel, Harald ; Maedche, Alexander ; Müller, Benjamin Anatomy of Knowledge Bases used in Design Science Research. Open Access Peffers, Ken Lecture Notes in Computer Science 7286 328-344 In: Design Science Research in Information Systems. Advances in Theory and Practice : 7th International Conference, DESRIST 2012, Las Vegas, NV, USA. Proceedings (2012) Berlin [u.a.] [Konferenzveröffentlichung]
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Gaß, Oliver ; Meth, Hendrik ; Maedche, Alexander (2012) Assessing cloud development platforms - What Platform as a Service offers and what not. Open Access Working Paper Series in Information Systems Mannheim 003 [Arbeitspapier]
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Meth, Hendrik ; Li, Ye ; Maedche, Alexander ; Müller, Benjamin Advancing Task Elicitation Systems - An Experimental Evaluation of Design Principles. Open Access Huang, Ming-Hui Paper 3 In: ICIS 2012 : Proceedings of the 33rd International Conference on Information Systems (ICIS 2012) (2012) Atlanta, Ga. 33. International Conference on Information Systems (ICIS 2012) (Orlando, Fla.) [Konferenzveröffentlichung]
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2011

Hadasch, Frank ; Maedche, Alexander ; Müller, Benjamin (2011) Leaking confidential information by non-malicious user behavior in Enterprise Systems - an empirical study. Open Access Working Paper Series in Information Systems Mannheim 000 [Arbeitspapier]
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Dobusch, Leonhard ; Sydow, Jörg (2011) Path Dependent Platforms : A Process Perspective on Enterprise Ecosystem Governance. Open Access Working Paper Series in Information Systems Mannheim 001 [Arbeitspapier]
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Koppenhagen, Norbert ; Katz, Nico ; Maedche, Alexander ; Müller, Benjamin How Do Procurement Networks Become Social? Design Principles Evaluation in a Heterogeneous Environment of Structured and Unstructured Interactions. Open Access Galletta, Dennis F. Paper 7 In: Proceedings of the International Conference on Information Systems : ICIS 2011, Shanghai, China (2011) Atlanta, Ga. [Konferenzveröffentlichung]
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Botzenhardt, Achim ; Meth, Hendrik ; Maedche, Alexander Cross-Functional Integration of Product Management and Product Design in Application Software Development: Exploration of Success Factors. Open Access Beath, Cynthia Paper 10 In: Proceedings of the International Conference on Information Systems, (ICIS) 2011, Shanghai, China, December 4-7, 2011 (2011) Atlanta, GA ICIS 2011 (Shanghai, China) [Konferenzveröffentlichung]
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Dibbern, Jens ; Chin, Wynne W. ; Heinzl, Armin (2011) Systemic, economic, and environmental influences on the sourcing of application services : a comparison of companies in Germany and the United States. Open Access Working Papers in Business Administration and Information Systems Mannheim 01/11 [Arbeitspapier]
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Euzenat, Jérôme ; Ferrara, Alfio ; Hage, Willem Robert van ; Hollink, Laura ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Nikolov, Andriy ; Scharffe, Francois ; Shvaiko, Pavel ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Svab-Zamazal, Ondrej ; Trojahn, Cássia Results of the Ontology Alignment Evaluation Initiative 2011 (Final). Open Access Shvaiko, Pavel CEUR Workshop Proceedings 814 Paper 0 In: OM 2011 : Proceedings of the 6th International Workshop on Ontology Matching, In conjunction with the International Semantic Web Conference (ISWC2011) Bonn, Germany, October 24, 2011 (2011) Aachen, Germany [Konferenzveröffentlichung]
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