Person ::

Setzer, Prof. Dr. Thomas

2024

• 

  

  Ling, Kunxiong ; Thiele, Jan ; Setzer, Thomas:
  Loss-Aware Histogram Binning and Principal Component Analysis for Customer Fleet Analytics.
  In: IEEE Open Journal of Intelligent Transportation Systems. 5 (15. Februar 2024). - S. 160-173.
  ISSN 2687-7813
  10.1109/OJITS.2024.3366279
  (Peer-Review-Journal)

2023

• Balla, Nathalie ; Setzer, Thomas ; Schulz, Felix:
  Feeding-Back Error Patterns to Stimulate Self-Reflection versus Automated Debiasing of Judgments.
  2023
  Veranstaltung: HICSS 2023 : Hawaii International Conference on System Sciences, 03.01.2023 - 06.01.2023, Hawaii, USA.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Vortrag)
• 

  Schulz, Felix ; Setzer, Thomas ; Balla, Nathalie:
  A Combined Measure Based on Diversification and Accuracy Gains for Forecast Selection in Forecast Combination.
  In: Grothe, Oliver (Hrsg.): Operations Research Proceedings 2022 : Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Karlsruhe, Germany, September 6-9, 2022. - Cham : Springer, 2023. - S. 61-68
  ISBN 978-3-031-24906-8
  10.1007/978-3-031-24907-5_8
  (Begutachteter Beitrag / peer-reviewed paper)

2022

• Schulz, Felix ; Setzer, Thomas ; Balla, Nathalie:
  Linear Hybrid Shrinkage of Weights for Forecast Selection and Combination.
  2022
  Veranstaltung: HICSS 2022 : Hawaii International Conference on System Sciences, 04.01.2022 - 07.01.2022, Hawaii, USA.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)

2021

• Haubner, Nicolas ; Setzer, Thomas:
  Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights.
  2021
  Veranstaltung: 16th International Conference on Wirtschaftsinformatik, 09.03. - 11.03.2021, Essen, Deutschland.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)
• 

  

  Ling, Kunxiong ; Thiele, Jan ; Setzer, Thomas:
  Usage Space Sampling for Fringe Customer Identification.
  In: Proceedings of the 54th Hawaii International Conference on System Sciences. - Hawaii, USA, 2021. - S. 1748-1757
  ISBN 978-0-9981331-4-0
  10.24251/HICSS.2021.212

2020

• 

  Setzer, Thomas ; Blanc, Sebastian M.:
  Empirical orthogonal constraint generation for Multidimensional 0/1 Knapsack Problems.
  In: European Journal of Operational Research. 282 (2020) 1. - S. 58-70.
  ISSN 0377-2217
  10.1016/j.ejor.2019.09.016
  (Peer-Review-Journal)
• 

  Blanc, Sebastian M. ; Setzer, Thomas:
  Bias–Variance Trade-Off and Shrinkage of Weights in Forecast Combination.
  In: Management science. 66 (2020) 12. - S. 5720-5737.
  ISSN 0025-1909 ; 1526-5501
  10.1287/mnsc.2019.3476
  (Peer-Review-Journal)
• 

  

  Haubner, Nicolas ; Setzer, Thomas:
  Applying Optimal Weight Combination in Hybrid Recommender Systems.
  In: 53rd Hawaii International Conference on System Sciences, HICSS 2020, Maui, Hawaii, USA, January 7-10, 2020. - Hawaii, USA, 2020. - S. 1552-1561
  ISBN 978-0-9981331-3-3
  10.24251/HICSS.2020.191

2018

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  Schoch, Jennifer ; Gaerttner, Johannes ; Schuller, Alexander ; Setzer, Thomas:
  Enhancing electric vehicle sustainability through battery life optimal charging.
  In: Transportation research. Part B, Methodological. 112 (2018). - S. 1-18.
  ISSN 0191-2615
  10.1016/j.trb.2018.03.016
  (Peer-Review-Journal)
• 

  Meyer, Anne ; Zander, Stefan ; Knapper, Rico ; Setzer, Thomas:
  Decision Support Pipelines – Durchgängige Datenverarbeitungsinfrastrukturen für die Entscheidungen von morgen.
  In: Wischmann, Steffen ; Hartmann, Ernst Andreas (Hrsg.) : Zukunft der Arbeit – Eine praxisnahe Betrachtung. - Berlin ; Heidelberg : Springer, 2018. - S. 207-220
  ISBN 978-3-662-49265-9 ; 978-3-662-49266-6
  10.1007/978-3-662-49266-6_15

2017

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  Shapoval, Katerina ; Setzer, Thomas:
  Next-Purchase Prediction Using Projections of Discounted Purchasing Sequences.
  In: Business & information systems engineering. 60 (2017) 2. - S. 151-166.
  ISSN 2363-7005 ; 1867-0202
  10.1007/s12599-017-0485-1
  (Peer-Review-Journal)
• 

  Schoch, Jennifer ; Staudt, Philipp ; Setzer, Thomas:
  Smart Data Selection and Reduction for Electric Vehicle Service Analytics.
  In: Hawaii International Conference on System Sciences 2017 (HICSS-50) : Hilton Waikoloa Village, Hawaii, January 4-7, 2017. - Hawaii, USA, 2017. - S. 1592-1601
  ISBN 978-0-9981331-0-2
  10.24251/HICSS.2017.192

2016

• 

  

  Gitzel, Ralf ; Schmitz, Björn ; Fromm, Hansjörg ; Isaksson, Alf ; Setzer, Thomas:
  Industrial Services as a Research Discipline.
  In: Enterprise modelling and information systems architectures. 11 (2016) 4. - S. 1-22.
  ISSN 1866-3621
  10.18417/emisa.11.4
  (Peer-Review-Journal)
• 

  Blanc, Sebastian M. ; Setzer, Thomas:
  When to choose the simple average in forecast combination.
  In: Journal of business research : JBR. 69 (2016) 10. - S. 3951-3962.
  ISSN 0148-2963
  10.1016/j.jbusres.2016.05.013
  (Peer-Review-Journal)
• 

  Setzer, Thomas ; Bichler, Martin:
  Web-Service-Technologien.
  In: Enzyklopädie der Wirtschaftsinformatik. - Oldenburg, 2016
• Knöll, Florian ; Dorner, Verena ; Setzer, Thomas:
  Relating Cash Flow Forecast Errors to Revision Patterns.
  In: Multikonferenz Wirtschaftsinformatik (MKWI) 2016 : Technische Universität Ilmenau, 09. - 11. März 2016. - Ilmenau, 2016. - S. 1217-1228
  ISBN 978-3-86360-132-4
• Oechsle, Frank ; Setzer, Thomas ; Blanc, Sebastian M.:
  On the Assumptions of True Lift Models for Churn Prevention.
  In: Multikonferenz Wirtschaftsinformatik (MKWI) 2016 : Technische Universität Ilmenau, 09. - 11. März 2016. - Ilmenau, 2016. - S. 1233-1244
  ISBN 978-3-86360-132-4

2015

• Blanc, Sebastian M. ; Setzer, Thomas:
  Improving Forecast Accuracy by Guided Manual Overwrite in Forecast Debiasing.
  2015
  Veranstaltung: Twenty-Third European Conference on Information Systems (ECIS), May 26-29, 2015, Münster, Germany.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)
• 

  Blanc, Sebastian M. ; Setzer, Thomas:
  Analytical debiasing of corporate cash flow forecasts.
  In: European Journal of Operational Research. 243 (2015) 3. - S. 1004-1015.
  ISSN 0377-2217
  10.1016/j.ejor.2014.12.035
  (Peer-Review-Journal)
• 

  Shapoval, Katerina ; Setzer, Thomas:
  Term of Contract and Portfolio Aware Churn Modeling in Telecommunication Campaigns.
  In: 2015 IEEE 17th Conference on Business Informatics (CBI) : 13 - 16 July 2015, Lisbon, Portugal. - Lissabon, Portugal, 2015. - S. 26-32
  ISBN 978-1-4673-7340-1
  10.1109/CBI.2015.23
• 

  Schmitz, Björn ; Gitzel, Ralf ; Fromm, Hansjörg ; Setzer, Thomas ; Isaksson, Alf:
  What is “Industrial Service”? A Discussion Paper.
  In: Proceedings of the First Karlsruhe Service Summit Research Workshop - Advance in Service Research : Karlsruhe, Germany, February 2015. - Karlsruhe, 2015. - S. 113-122
  ISBN 978-3-7315-0344-6
  10.5445/KSP/1000045634

2014

• 

  Setzer, Thomas:
  Data-Driven Decisions in Service Engineering and Management.
  In: Enterprise modelling and information systems architectures. 9 (2014) 1. - S. 106-117.
  ISSN 1866-3621
  10.18417/emisa.9.1.7
  (Peer-Review-Journal)
• 

  Wolke, Andreas ; Bichler, Martin ; Setzer, Thomas:
  Planning vs. dynamic control : Resource allocation in corporate clouds.
  In: IEEE transactions on cloud computing. 4 (2014) 3. - S. 322-335.
  ISSN 2168-7161
  10.1109/TCC.2014.2360399
  (Peer-Review-Journal)
• 

  Martin, Jochen ; Setzer, Thomas:
  On the Robustness of ARIMA-Based Benchmarks for Corporate Financial Planning Quality.
  In: 2014 47th Hawaii International Conference on System Sciences (HICSS 2014) : Waikoloa, Hawaii, USA, 6 - 9 January 2014. - Hawaii, USA, 2014. - S. 1221-1229
  ISBN 978-1-4799-2504-9 ; 978-1-4799-2505-6
  10.1109/HICSS.2014.158
• Setzer, Thomas:
  Adapting Server-Resource Assignments in Data Centers Based on Time-Interval Clustering (Abstract Only).
  In: Multikonferenz Wirtschaftsinformatik (MKWI), Paderborn, Germany, 26.-28. Februar 2014. - Paderborn, 2014. - S. 2005
  ISBN 978-3-00-045311-3

2013

• Wolke, Andreas ; Bichler, Martin ; Setzer, Thomas:
  Energy Efficient Virtual Machine Allocation in Data Centers.
  2013
  Veranstaltung: Workshop on Information Technology and Systems (WITS13), December 14-15, 2013, Milan, Italy.
  (Veranstaltungsbeitrag: Workshop, Vortrag)
• 

  Setzer, Thomas ; Bichler, Martin:
  Using matrix approximation for high-dimensional discrete optimization problems : Server consolidation based on cyclic time-series data.
  In: European Journal of Operational Research. 227 (2013) 1. - S. 62-75.
  ISSN 0377-2217
  10.1016/j.ejor.2012.12.005
  (Peer-Review-Journal)
• 

  Setzer, Thomas ; Markl, Christian:
  Autonomic Prioritization of Enterprise Transactions Based on Bid-Price Controls.
  In: IEEE transactions on network and service management. 10 (2013) 4. - S. 398-409.
  ISSN 1932-4537
  10.1109/TNSM.2013.100413.120316
  (Peer-Review-Journal)

2012

• 

  Martin, Jochen ; Setzer, Thomas ; Teschner, Florian ; Conte, Tobias ; Weinhardt, Christof:
  Decision Support Services Based on Dynamic Digital Analyses : Quality Metrics for Financial Planning Processes.
  In: Annual SRII global conference (SRII), 2012 : 24 - 27 July 2012, San Jose, California, USA. - Kalifornien, USA, 2012. - S. 130-138
  ISBN 978-0-7695-4770-1 ; 978-1-4673-2318-5
  10.1109/SRII.2012.25
• 

  Seibold, Michael ; Wolke, Andreas ; Albutiu, Martina ; Bichler, Martin ; Kemper, Alfons ; Setzer, Thomas:
  Efficient Deployment of Main-Memory DBMS in Virtualized Data Centers.
  In: IEEE 5th International Conference on Cloud Computing (CLOUD), 2012 : 24 - 29 June 2012, Honolulu, Hawaii, USA. - Hawaii, USA, 2012. - S. 311-318
  ISBN 978-0-7695-4755-8 ; 978-1-4673-2892-0
  10.1109/CLOUD.2012.13
• 

  Setzer, Thomas ; Wolke, Andreas:
  Virtual Machine Re-Assignment Considering Migration Overhead.
  In: IEEE Network Operations and Management Symposium (NOMS), 2012 : 16 - 20 April 2012, Maui, Hawaii, USA. - Hawaii, USA, 2012. - S. 631-634
  ISBN 978-1-4673-0269-2 ; 978-1-4673-0267-8
  10.1109/NOMS.2012.6211973
• 

  Markl, Christian ; Setzer, Thomas:
  Dynamic Prioritization of Transactions using Threshold-Prices.
  In: IEEE Network Operations and Management Symposium (NOMS), 2012 : 16 - 20 April 2012, Maui, Hawaii, USA. - Hawaii, USA, 2012. - S. 913-918
  ISBN 978-1-4673-0269-2; 978-1-4673-0267-8
  10.1109/NOMS.2012.6212008

2011

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  E-Commerce and Web Technologies : 12th International Conference, EC-Web 2011 Toulouse, France, August 30 - September 1, 2011 Proceedings.
  Hrsg.: Huemer, Christian ; Setzer, Thomas
  Berlin ; Heidelberg : Springer, 2011
  ISBN 978-3-642-23014-1 ; 978-3-642-23013-4
  10.1007/978-3-642-23014-1
• 

  Setzer, Thomas ; Stage, Alexander:
  Filtering Multivariate Workload Non-Conformance in Shared IT-Infrastructures.
  In: IFIP/IEEE International Symposium on Integrated Network Management (IM), 2011 : 23 - 27 May 2011, Dublin, Ireland. - Dublin, Irland, 2011. - S. 602-609
  ISBN 978-1-4244-9221-3
  10.1109/INM.2011.5990565

2010

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  Setzer, Thomas ; Bhattacharya, Kamal ; Ludwig, Heiko:
  Change Scheduling Based on Business Impact Analysis of Change-Related Risk.
  In: IEEE transactions on network and service management. 7 (2010) 1. - S. 58-71.
  ISSN 1932-4537
  10.1109/TNSM.2010.I9P0305
  (Peer-Review-Journal)
• 

  Setzer, Thomas ; Stage, Alexander:
  Decision support for virtual machine reassignments in enterprise data centers.
  In: 2010 IEEE/IFIP Network Operations and Management Symposium workshops : NOMS 2010 workshops ; 19 - 23 April 2010, Osaka, Japan. - Osaka, Japan, 2010. - S. 88-94
  ISBN 978-1-4244-6039-7
  10.1109/NOMSW.2010.5486597

2009

• Setzer, Thomas:
  Data Center Workload Consolidation based on Truncated Singular Value Decomposition of Workload Profiles.
  2009
  Veranstaltung: 19th Workshop on Information Technologies and Systems (WITS 2009), December 14‐15, 2009, Phoenix, AZ, USA.
  (Veranstaltungsbeitrag: Workshop, Paper)
• Bhattacharya, Kamal ; Ludwig, Heiko ; Setzer, Thomas:
  System and Method for Automated Decision Support for Service Transition Management.
  2009
  US20090254411A1
  (Patent)
• 

  Bichler, Martin ; Pikovsky, Alexander ; Setzer, Thomas:
  An Analysis of Design Problems in Combinatorial Procurement Auctions.
  In: Business & information systems engineering. 1 (2009) 1. - S. 111-117.
  ISSN 2363-7005 ; 1867-0202
  10.1007/s12599-008-0014-3
  (Peer-Review-Journal)
• 

  Stage, Alexander ; Setzer, Thomas:
  Network-aware migration control and scheduling of differentiated virtual machine workloads.
  In: ICSE Workshop on Software Engineering Challenges of Cloud Computing, 2009 : CLOUD '09; Vancouver, Canada, 23 May 2009. - Vancouver, Kanada, 2009. - S. 9-14
  ISBN 978-1-4244-3713-9
  10.1109/CLOUD.2009.5071527
• 

  Stage, Alexander ; Setzer, Thomas ; Bichler, Martin:
  Automated Capacity Management and Selection of Infrastructure-as-a-Service Providers.
  In: IFIP/IEEE International Symposium on Integrated Network Management workshops, 2009 : IM '09; 1 - 5 June 2009, New York, USA. - New York, USA, 2009. - S. 20-23
  ISBN 978-1-4244-3924-9 ; 978-1-4244-3923-2
  10.1109/INMW.2009.5195929

2008

• Setzer, Thomas:
  Adaptive Admission Control for Media Streaming Services : Revenue Management and Overload Control Techniques for Shared Real-Time Infrastructures.
  s.I. : VDM-Verlag, 2008
  ISBN 9783836477802
• van Dinther, Clemens ; Holtmann, Carsten ; Setzer, Thomas ; Stage, Alexander ; Stathel, Stephan:
  Auctions for Service Brokerage in Business Value Networks.
  2008
  Veranstaltung: Group decision and negotiation 2008 (GDN 2008), June 17-20, 2008, Coimbra, Portugal.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)
• Bichler, Martin ; Setzer, Thomas ; Speitkamp, Benjamin:
  Provision of Resources in a Data Processing System for Services Requested.
  2008
  WO2008068286A3
  (Patent)
• 

  Setzer, Thomas:
  Handling Multiple Bottlenecks, Service Differentiation, and Demand Uncertainty in Media on Demand Infrastructures.
  In: 10th IEEE Conference on E-Commerce Technology and the Fifth IEEE Conference on Enterprise Computing, E-Commerce and E-Services, 2008 : CEC & EEE 2008 ; 21 - 24 July 2008, Crystal City, Washington, D.C., USA. - Washington D.C., USA, 2008. - S. 255-260
  ISBN 978-0-7695-3340-7
  10.1109/CECandEEE.2008.113
• 

  Setzer, Thomas ; Bhattacharya, Kamal ; Ludwig, Heiko:
  Decision Support for Service Transition Management : Enforce Change Scheduling by Performing Change Risk and Business Impact Analysis.
  In: IEEE Network Operations and Management Symposium, 2008 : NOMS 2008; Salvador, Bahia, Brazil, 7 - 11 April 2008. - Bahia, Brasilien, 2008. - S. 200-207
  ISBN 978-1-4244-2066-7
  10.1109/NOMS.2008.4575135

2007

• Bichler, Martin ; Setzer, Thomas:
  Controlling Access to Services and/or Resources of a Data Processing System.
  2007
  WO2007031278A1
  (Patent)
• 

  Bichler, Martin ; Setzer, Thomas:
  Admission control for media on demand services.
  In: Service oriented computing and applications. 1 (2007) 1. - S. 65-73.
  ISSN 1863-2394
  10.1007/s11761-007-0005-0
  (Peer-Review-Journal)
• 

  Ludwig, Heiko ; Bhattacharya, Kamal ; Setzer, Thomas:
  A Layered Service Process Model for Managing Variation and Change in Service Provider Operations.
  In: Web information systems engineering - WISE 2007 : 8th International Conference on Web Information Systems Engineering, Nancy, France, December 3 - 7, 2007. - Nancy, Frankreich, 2007. - S. 484-492
  ISBN 978-3-540-76993-4 ; 978-3-540-76992-7
  10.1007/978-3-540-76993-4_40

2006

• Bichler, Martin ; Setzer, Thomas ; Speitkamp, Benjamin:
  Capacity Planning for Virtualized Servers.
  2006
  Veranstaltung: 16th annual Workshop on Information Technologies and Systems (WITS 2006), December 9-10, 2006, Milwaukee, Wisconsin, USA.
  (Veranstaltungsbeitrag: Workshop, Paper)
• 

  Setzer, Thomas ; Bichler, Martin ; Hühn, Oliver:
  Adaptive Zugriffskontrollverfahren : Ein Entscheidungsmodell für die Kontrolle des Zugriffs auf gemeinsam genutzte IT-Infrastrukturen.
  In: Wirtschaftsinformatik. 48 (2006) 4. - S. 246-256.
  ISSN 1861-8936 ; 0937-6429
  10.1007/s11576-006-0056-4
  (Peer-Review-Journal)

2005

• 

  Bichler, Martin ; Pikovsky, Alexander ; Setzer, Thomas:
  Kombinatorische Auktionen in der betrieblichen Beschaffung : Eine Analyse grundlegender Entwurfsprobleme.
  In: Wirtschaftsinformatik. 47 (2005) 2. - S. 126-134.
  ISSN 1861-8936 ; 0937-6429
  10.1007/BF03250985
  (Peer-Review-Journal)
• Setzer, Thomas ; Bichler, Martin:
  Ertragsmanagementmodelle in serviceorientierten IT-Landschaften.
  In: Informatik 2005 - Informatik live! : Beiträge der 35. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 19. bis 22. September 2005 in Bonn. - Bonn, 2005. - S. 617-621
  ISBN 3-88579-397-0