Dr. Marco Wirth

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Dissertation

Thema:	Additive Fertigung: Technologie, Markt und Innovation
Verteidigung:	2017

Publikationen

Kowalczyk, Peter ; Röder, Marco ; Thiesse, Frédéric: Nudging Creativity in Digital Marketing with Generative Artificial Intelligence: Opportunities and Limitations. In: European Conference on Information Systems (ECIS) (2023)
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@article{kowalczyk2023nudging, author = {Kowalczyk, Peter and Röder, Marco and Thiesse, Frédéric}, booktitle = {European Conference on Information Systems (ECIS)}, keywords = {myown}, title = {Nudging Creativity in Digital Marketing with Generative Artificial Intelligence: Opportunities and Limitations}, year = 2023 }
Kowalczyk, Peter ; Röder, Marco ; Rottmann, Janine ; Thiesse, Frédéric: Designing a Method to Nudge Analytics with Artificially Generated Data. In: International Conference on Information Systems (ICIS) (2023)
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@article{kowalczyk2023designing, author = {Kowalczyk, Peter and Röder, Marco and Rottmann, Janine and Thiesse, Frédéric}, journal = {International Conference on Information Systems (ICIS)}, keywords = {myown}, title = {Designing a Method to Nudge Analytics with Artificially Generated Data}, year = 2023 }
Röder, Marco ; Kowalczyk, Peter ; Thiesse, Frédéric: Leveraging the Potentials of Federated AI Ecosystems. In: Proceedings of the 16th International Conference on Wirtschaftsinformatik (2021)
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@article{roder2021leveraging, abstract = {Deep learning increasingly receives attention due to its ability to efficiently solve various complex prediction tasks in organizations. It is therefore not surprising that more and more business processes are supported by deep learning. With the proliferation of edge intelligence, this trend will continue and, in parallel, new forms of internal and external cooperation are provided through federated learning. Hence, companies must deal with the potentials and pitfalls of these technologies and decide whether to deploy them or not and how. However, there currently is no domain-spanning decision framework to guide the efficient adoption of these technologies. To this end, the present paper sheds light on this research gap and proposes a research agenda to foster the potentials of value co-creation within federated AI ecosystems.}, author = {Röder, Marco and Kowalczyk, Peter and Thiesse, Frédéric}, booktitle = {Proceedings of the 16th International Conference on Wirtschaftsinformatik}, keywords = {federatedlearning}, title = {Leveraging the Potentials of Federated AI Ecosystems}, year = 2021 }
Griebel, Matthias ; Welsch, Giacomo ; Greif, Toni ; Flath, Christoph M.: A Picture is Worth More than a Thousand Purchases: Designing an Image-Based Fashion Curation System. In: Proceedings of the 27th European Conference on Information Systems (2019)
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@article{griebel2019picture, author = {Griebel, Matthias and Welsch, Giacomo and Greif, Toni and Flath, Christoph M.}, booktitle = {Proceedings of the 27th European Conference on Information Systems}, keywords = {myown}, title = {A Picture is Worth More than a Thousand Purchases: Designing an Image-Based Fashion Curation System}, year = 2019 }
Hauser, Matthias ; Günther, Sebastian A. ; Flath, Christoph M. ; Thiesse, Frédéric: Towards Digital Transformation in Fashion Retailing: A Design-oriented IS Research Study of Automated Checkout Systems. In: Business & Information Systems Engineering vol 61 (2019), Nr. 1, bll 51–66
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@article{hauserforthcomingtowards, abstract = {Automated checkout systems promise greater sales due to an improved customer experience and cost savings because less store personnel is needed. The present design-oriented IS research study is concerned with an automated checkout solution in fashion retail stores. The implementation of such a cyberphysical system in established retail environments is challenging as architectural constraints, well-established customer processes, and customer expectations regarding privacy and convenience impose limits on system design. To overcome these challenges, the authors design an IT artifact that leverages an RFID sensor infrastructure and software components (data processing and prediction routines) to jointly address the central problems of detecting purchases in a reliable and timely fashion and assigning these purchases to individual shopping baskets. The system is implemented and evaluated in a research laboratory under real-world conditions. The evaluation indicates that shopping baskets can indeed be detected reliably (precision and recall rates greater than 99%) and in an expeditious manner (median detection time of 1.03 s). Moreover, purchase assignment reliability is 100% for most standard scenarios but falls to 42% in the most challenging scenario.}, author = {Hauser, Matthias and Günther, Sebastian A. and Flath, Christoph M. and Thiesse, Frédéric}, journal = {Business & Information Systems Engineering}, keywords = {myown}, number = 1, pages = {51-66}, title = {Towards Digital Transformation in Fashion Retailing: A Design-oriented IS Research Study of Automated Checkout Systems}, volume = 61, year = 2019 }
Friesike, Sascha ; Flath, Christoph M. ; Wirth, Marco ; Thiesse, Frédéric: Creativity and productivity in product design for additive manufacturing: Mechanisms and platform outcomes of remixing. In: Journal of Operations Management vol 65 (2019), Nr. 8, bll 735–752
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@article{friesike2019creativity, author = {Friesike, Sascha and Flath, Christoph M. and Wirth, Marco and Thiesse, Frédéric}, journal = {Journal of Operations Management}, keywords = {myown}, number = 8, pages = {735–752}, title = {Creativity and productivity in product design for additive manufacturing: Mechanisms and platform outcomes of remixing}, volume = 65, year = 2019 }
Hanke, Jannis ; Hauser, Matthias ; Dürr, Alexander ; Thiesse, Frédéric: Redefining the Offline Retail Experience: Designing Product Recommendation Systems for Fashion Stores. In: Proceedings of the Twenty-Sixth European Conference on Information Systems (2018)
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@article{hanke2018redefining, abstract = {Retailers worldwide have started deploying smart service innovations in their stores to regain market share lost to online competitors. Against this backdrop, this paper focuses on the design of product recommendation systems for fashion stores. Our research particularly aims at answering the issues of whether and to what extent (i) the sensing capabilities of smart fashion retail environments and (ii) the integration of contextual information can improve the quality of such recommendations. To this end, we consider smart fitting rooms with the ability to detect products and customers as a showcase; a transaction dataset from a leading German fashion retailer; and contextual information about the time of purchase, the store type, and the weather conditions. Our preliminary analyses indicate that sensor information regarding garment and user identification, as well as further context data help to improve product recommendations in fashion stores.}, author = {Hanke, Jannis and Hauser, Matthias and Dürr, Alexander and Thiesse, Frédéric}, booktitle = {Proceedings of the Twenty-Sixth European Conference on Information Systems}, keywords = {RFID}, title = {Redefining the Offline Retail Experience: Designing Product Recommendation Systems for Fashion Stores}, year = 2018 }
Hauser, Matthias ; Griebel, Matthias ; Hanke, Jannis ; Thiesse, Frédéric: Empowering Smarter Fitting Rooms with RFID Data Analytics. In: Proceedings of the 13th International Conference on Wirtschaftsinformatik (2017)
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@article{hauser2017empowering, author = {Hauser, Matthias and Griebel, Matthias and Hanke, Jannis and Thiesse, Frédéric}, booktitle = {Proceedings of the 13th International Conference on Wirtschaftsinformatik}, keywords = {myown}, title = {Empowering Smarter Fitting Rooms with RFID Data Analytics}, year = 2017 }
Dann, David ; Hauser, Matthias ; Hanke, Jannis: Reconstructing the Giant: Automating the Categorization of Scientific Articles with Deep Learning Techniques. In: Proceedings of the 13th International Conference on Wirtschaftsinformatik (2017)
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@article{dann2017reconstructing, author = {Dann, David and Hauser, Matthias and Hanke, Jannis}, booktitle = {Proceedings of the 13th International Conference on Wirtschaftsinformatik}, keywords = {myown}, title = {Reconstructing the Giant: Automating the Categorization of Scientific Articles with Deep Learning Techniques}, year = 2017 }
Flath, Christoph M. ; Friesike, Sascha ; Wirth, Marco ; Thiesse, Frederic: Copy, Transform, Combine: Exploring the Remix as a Form of Innovation. In: Journal of Information Technology vol 32 (2017), Nr. 4, bll 306–325
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@article{flathtransform, abstract = {The reuse of existing knowledge is an indispensable part of the creation of novel ideas. In the creative domain knowledge reuse is a common practice known as “remixing”. With the emergence of open internet-based platforms in recent years, remixing has found its way from the world of music and art to the design of arbitrary physical goods. However, despite its obvious relevance for the number and quality of innovations on such platforms, little is known about the process of remixing and its contextual factors. This paper considers the example of Thingiverse, a platform for the 3D printing community that allows its users to create, share, and access a broad range of printable digital models. We present an explorative study of remixing activities that took place on the platform over the course of six years by using an extensive set of data on models and users. On the foundation of these empirically observed phenomena, we formulate a set of theoretical propositions and managerial implications regarding (1) the role of remixes in design communities, (2) the different patterns of remixing processes, (3) the platform features that facilitate remixes, and (4) the profile of the remixing platform’s users.}, author = {Flath, Christoph M. and Friesike, Sascha and Wirth, Marco and Thiesse, Frederic}, journal = {Journal of Information Technology}, keywords = {3dprinting}, number = 4, pages = {306–325}, title = {Copy, Transform, Combine: Exploring the Remix as a Form of Innovation}, volume = 32, year = 2017 }
Föll, Patrick ; Thiesse, Frédéric: Aligning IS Curriculum with Industry Skill Expectations: A Text Mining Approach. In: Proceedings of the Twenty-Fifth European Conference on Information Systems (ECIS) (2017)
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@article{foll2017aligning, author = {Föll, Patrick and Thiesse, Frédéric}, booktitle = {Proceedings of the Twenty-Fifth European Conference on Information Systems (ECIS)}, keywords = {myown}, title = {Aligning IS Curriculum with Industry Skill Expectations: A Text Mining Approach}, year = 2017 }
Weinhard, Alexander ; Hauser, Matthias ; Thiesse, Frédéric: Explaining Adoption of Pervasive Retail Systems with a Model based on UTAUT2 and the Extended Privacy Calculus. In: Proceedings of the 21st Pacific Asia Conference on Information Systems (2017)
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@article{weinhard2017explaining, author = {Weinhard, Alexander and Hauser, Matthias and Thiesse, Frédéric}, booktitle = {Proceedings of the 21st Pacific Asia Conference on Information Systems}, keywords = {myown}, title = {Explaining Adoption of Pervasive Retail Systems with a Model based on UTAUT2 and the Extended Privacy Calculus}, year = 2017 }
Thiesse, Frédéric ; Wirth, Marco ; Kemper, Hans-Georg ; Moisa, Michelle ; Morar, Dominik ; Lasi, Heiner ; Piller, Frank ; Buxmann, Peter ; et al.: Economic Implications of Additive Manufacturing and the Contribution of MIS. In: Business & Information Systems Engineering vol 57 (2015), Nr. 2, bll 139–148
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@article{thiesse2015economic, author = {Thiesse, Frédéric and Wirth, Marco and Kemper, Hans-Georg and Moisa, Michelle and Morar, Dominik and Lasi, Heiner and Piller, Frank and Buxmann, Peter and Mortara, Letizia and Ford, Simon and Minshall, Tim}, journal = {Business & Information Systems Engineering}, keywords = {myown}, number = 2, pages = {139–148}, title = {Economic Implications of Additive Manufacturing and the Contribution of MIS}, volume = 57, year = 2015 }
Hauser, Matthias ; Zügner, Daniel ; Flath, Christoph M. ; Thiesse, Frédéric: Pushing the limits of RFID: Empowering RFID-based Electronic Article Surveillance with Data Analytics Techniques. In: Proceedings of the Thirty Sixth International Conference on Information Systems (2015)
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@article{hauser2015pushing, author = {Hauser, Matthias and Zügner, Daniel and Flath, Christoph M. and Thiesse, Frédéric}, booktitle = {Proceedings of the Thirty Sixth International Conference on Information Systems}, keywords = {myown}, title = {Pushing the limits of RFID: Empowering RFID-based Electronic Article Surveillance with Data Analytics Techniques}, year = 2015 }
Wirth, Marco ; Friesike, Sascha ; Flath, Christoph M. ; Thiesse, Frédéric: Patterns of Remixes or Where Do Innovations Come From: Evidence From 3D Printing. In: Proceedings of the 23rd European Conference on Information Systems (ECIS 2015) (2015). — (Best Paper Award – Research-In-Progress)
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@article{wirth2015patterns, abstract = {The conjecture that all innovations are radical new ideas is flawed. In fact, for the most part in-novations are recombinations of existing concepts, that is, so-called ‘remixes’. However, creators, inventors, artists, and companies are usually reluctant to disclose their sources of inspiration for fear of possible copyright infringements. As a consequence, it has traditionally been al-most impossible to pin down in retrospect where innovations actually come from. In the present paper, we consider Thingiverse, the world’s largest 3D printing community, to shed light on the question of how existing ideas are remixed into new ones. Thingiverse allows creators to up-load, publish, and share 3D designs. In doing so, the users are encouraged to use open licenses that allow others to build upon their designs. Furthermore, they are asked to explicitly expose the original sources of their designs. We employ methods from network analysis to select, process, and visualize these remix relationships in order to create a family tree of designs. Moreover, the study analyzes patterns of remixes that explain how creators build upon existing de-signs. In total, we identify ten distinctive remix patterns, which contribute to our theoretical understanding of innovation phenomena and support practitioners in the establishment of structured innovation processes.}, author = {Wirth, Marco and Friesike, Sascha and Flath, Christoph M. and Thiesse, Frédéric}, booktitle = {Proceedings of the 23rd European Conference on Information Systems (ECIS 2015)}, keywords = {myown}, note = {(Best Paper Award – Research-In-Progress)}, title = {Patterns of Remixes or Where Do Innovations Come From: Evidence From 3D Printing}, year = 2015 }
Salinas Segura, Alexander ; Thiesse, Frédéric: Extending UTAUT2 to explore pervasive information systems. In: Proceedings of the 23rd European Conference on Information Systems (ECIS 2015) (2015)
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@article{salinassegura2015extending, abstract = {The increasing emergence of pervasive information systems requires a clearer understanding of the underlying characteristics in relation to user acceptance. Based on the integration of UTAUT2 and three pervasiveness constructs, we derived a comprehensive research model to account for pervasive information systems. Data collected from 346 participants in an online survey was analyzed to test the developed model using structural equation modeling and taking into account multigroup analysis. The results confirm the applicability of the integrated UTAUT2 model to measure pervasiveness. Implications for research and practice are discussed together with future research opportunities.}, author = {Salinas Segura, Alexander and Thiesse, Frédéric}, booktitle = {Proceedings of the 23rd European Conference on Information Systems (ECIS 2015)}, keywords = {myown}, title = {Extending UTAUT2 to explore pervasive information systems}, year = 2015 }
Flath, Christoph ; Friesike, Sascha ; Wirth, Marco: Successfully Remixing Innovations: Evidence From 3D Printing. In: 15th EURAM Conference (2015)
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@article{flath2015successfully, abstract = {Innovations are almost always recombinations of existing concepts. However, creators, inventors, and companies are reluctant to disclose their sources of inspiration. As a consequence, it has hardly been possible to pin down where innovations actually come from and if their sources influence their likelihood of success. In the present paper, we turn to Thingiverse, the world’s largest 3D printing design community, to explore these questions. Thingiverse allows creators to upload and share 3D designs. In doing so, users are encouraged to use open licenses, allowing others to remix and build upon their designs. We employ methods from network analysis to select, process, and visualize these remix-relationships. Specifically we show that remixes borrowing from many sources attract more viewers. Furthermore, we find that remixes which bring together different product categories perform better than those that are based on a single category.}, author = {Flath, Christoph and Friesike, Sascha and Wirth, Marco}, journal = {15th EURAM Conference}, keywords = {myown}, title = {Successfully Remixing Innovations: Evidence From 3D Printing}, year = 2015 }
Wirth, Marco ; Thiesse, Frédéric: Shapeways and the 3D Printing Revolution. In: Proceedings of the 22nd European Conference on Information Systems (ECIS 2014) (2014)
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@article{wirth2014shapeways, abstract = {The technology of additive manufacturing – also known as ‘3D printing’ – holds the potential for revolutionising industrial production at all levels. Although the underlying techniques to build up physical items layer by layer from digital 3D design models have been in use since as early as 1986, only big companies could afford the necessary knowledge and equipment. Since 2008, things have changed dramatically, when Shapeways arrived on the scene and provided an affordable additive manufacturing service for consumers. This teaching case, based on the contents and services provided by Shapeways’ 3D printing online community and marketplace, is designed to challenge students to cope with additive manufacturing and its impact. In particular, the teaching case may be used to (i) give a basic introduction into the technology of additive manufacturing and its historical development, (ii) illustrate the business model of Shapeways and (iii) develop a deeper understanding of the corresponding strategic challenges.}, author = {Wirth, Marco and Thiesse, Frédéric}, booktitle = {Proceedings of the 22nd European Conference on Information Systems (ECIS 2014)}, keywords = {3dprinting}, title = {Shapeways and the 3D Printing Revolution}, year = 2014 }
Keller, Thorben ; Thiesse, Frédéric ; Fleisch, Elgar: Using Dynamic Time Warping to Identify RFID Tag Movement in a Logistics Scenario with and without Additional Process Knowledge. In: International Conference on Information Systems (ICIS) (2014)
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@article{keller2014using, author = {Keller, Thorben and Thiesse, Frédéric and Fleisch, Elgar}, journal = {International Conference on Information Systems (ICIS)}, keywords = {myown}, title = {Using Dynamic Time Warping to Identify RFID Tag Movement in a Logistics Scenario with and without Additional Process Knowledge}, year = 2014 }
Loock, Claire-Michelle ; Staake, Thorsten ; Thiesse, Frédéric: Motivating Energy-Efficient Behavior with Green IS: An Investigation of Goal Setting and the Role of Defaults. In: MIS Quarterly vol 37, Society for Information Management and The Management Information Systems Research Center (2013), Nr. 4, bll 1313–1332
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@article{loock2013motivating, author = {Loock, Claire-Michelle and Staake, Thorsten and Thiesse, Frédéric}, journal = {MIS Quarterly}, keywords = {myown}, number = 4, pages = {1313–1332}, publisher = {Society for Information Management and The Management Information Systems Research Center}, title = {Motivating Energy-Efficient Behavior with Green IS: An Investigation of Goal Setting and the Role of Defaults}, volume = 37, year = 2013 }
Condea, Cosmin ; Thiesse, Frédéric ; Fleisch, Elgar: RFID-enabled shelf replenishment with backroom monitoring in retail stores. In: Decision Support Systems vol 52, Elsevier (2012), Nr. 4, bll 839–849
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@article{condea2012rfid, author = {Condea, Cosmin and Thiesse, Frédéric and Fleisch, Elgar}, journal = {Decision Support Systems}, keywords = {myown}, number = 4, pages = {839–849}, publisher = {Elsevier}, title = {RFID-enabled shelf replenishment with backroom monitoring in retail stores}, volume = 52, year = 2012 }
Thiesse, Frédéric ; Floerkemeier, Christian ; Harrison, Mark ; Michahelles, Florian ; Roduner, Christof: Technology, Standards, and Real-World Deployments of the EPC Network. In: Internet Computing, IEEE vol 13 (2009), Nr. 2, bll 36–43
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@article{4797935, abstract = {The EPC Network is a global RFID data sharing infrastructure based on standards that are built around the Electronic Product Code (EPC), an unambiguous numbering scheme for the designation of physical goods. The authors present the fundamental concepts and applications of the EPC Network, its integration with enterprise systems, and its functionality for data exchange between organizations in the supply chain.}, author = {Thiesse, Frédéric and Floerkemeier, Christian and Harrison, Mark and Michahelles, Florian and Roduner, Christof}, journal = {Internet Computing, IEEE}, keywords = {myown}, month = {03}, number = 2, pages = {36-43}, title = {Technology, Standards, and Real-World Deployments of the EPC Network}, volume = 13, year = 2009 }
Thiesse, Frédéric ; Fleisch, Elgar ; Sorensen, C. ; Tellkamp, Christian: RFID-Enabled Shelf Replenishment with Case-Level Tagging: A Simulation Study. In: Hoxmeier, J. A. ; Hayne, S. (reds) 13th Americas Conference on Information Systems (AMCIS) (2007), bl 112
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@article{thiesse2007rfid, author = {Thiesse, Frédéric and Fleisch, Elgar and Sorensen, C. and Tellkamp, Christian}, editor = {Hoxmeier, John A. and Hayne, Stephen}, journal = {13th Americas Conference on Information Systems (AMCIS)}, keywords = {myown}, pages = 112, title = {RFID-Enabled Shelf Replenishment with Case-Level Tagging: A Simulation Study}, year = 2007 }
Biersack, Ernst W. ; Thiesse, Frederic: New class of constant data length retrieval algorithms for video servers with VBR streams. In: Kuo, C.-C. J. (red) Multimedia Storage and Archiving Systems, {SPIE} (1996)
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@article{Biersack_1996, author = {Biersack, Ernst W. and Thiesse, Frederic}, booktitle = {Multimedia Storage and Archiving Systems}, editor = {Kuo, C.-C. Jay}, keywords = {myown}, month = 11, publisher = {{SPIE}}, title = {New class of constant data length retrieval algorithms for video servers with VBR streams}, year = 1996 }
Biersack, E. ; Thiesse, F.: Statistical admission control in video servers with variable bit rate streams and constant time length retrieval. In: EUROMICRO 96. Beyond 2000: Hardware and Software Design Strategies., Proceedings of the 22nd EUROMICRO Conference (1996), bll 633–639
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@article{546491, abstract = {We consider the admission control problem in video servers for the retrieval of media data from disk storage. We assume that the I/O bandwidth of the server disk is limited. Given a certain I/O bandwidth, admission control decides whether or not a new client can be accepted without affecting the quality of service promised to the already admitted clients. Assuming variable bit rate (VBR) video streams, we consider an admission control policy with both, deterministic and statistical service guarantees for constant time length retrieval (CTL) and evaluate its performance in terms of the number of clients admitted}, author = {Biersack, E. and Thiesse, F.}, booktitle = {EUROMICRO 96. Beyond 2000: Hardware and Software Design Strategies., Proceedings of the 22nd EUROMICRO Conference}, keywords = {myown}, month = {09}, pages = {633-639}, title = {Statistical admission control in video servers with variable bit rate streams and constant time length retrieval}, year = 1996 }
Biersack, Ernst ; Thiesse, Frédéric ; Bernhardt, Christoph: Constant Data Length Retrieval for Video Servers with Variable Bit Rate Streams. In: ICMCS, IEEE Computer Society (1996), bll 151–155 — ISBN 0-8186-7819-4
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@article{conf/icmcs/BiersackTB96, author = {Biersack, Ernst and Thiesse, Frédéric and Bernhardt, Christoph}, booktitle = {ICMCS}, crossref = {conf/icmcs/1996}, keywords = {myown}, pages = {151-155}, publisher = {IEEE Computer Society}, title = {Constant Data Length Retrieval for Video Servers with Variable Bit Rate Streams}, year = 1996 }
Biersack, Ernst W. ; Thiesse, Frédéric: Statistical Admission Control in Video Servers with Constant Data Length Retrieval of VBR Streams. In: MMM, World Scientific Press (1996), bll 423–438 — ISBN 981-02-2892-9
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@article{conf/mmm/BiersackT96, author = {Biersack, Ernst W. and Thiesse, Frédéric}, booktitle = {MMM}, crossref = {conf/mmm/1996}, keywords = {myown}, pages = {423-438}, publisher = {World Scientific Press}, title = {Statistical Admission Control in Video Servers with Constant Data Length Retrieval of VBR Streams}, year = 1996 }

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Dr. Marco Wirth

Dr. Marco Wirth

Dissertation

Publikationen

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