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Dr. Benjamin Satzger
Email: benjamin.satzger@microsoft.com
Google Scholar Profile

Last updated: July 18, 2013

Research Interests
Short CV
Since 2013 Software Engineer, Microsoft, Redmond, WA, USA
2010-2012 University Assistant, Vienna University of Technology, Austria
2009-2010 Postdoctoral Researcher, International Computer Science Institute, Berkeley, CA, USA
2008-2009 Postdoctoral Researcher & Teaching Assistant, Augsburg University, Germany

2008 PhD in Computer Science (Dr. rer. nat.), Augsburg University, Germany
2005 Diploma in Applied Computer Science (Dipl.-Inf.), Augsburg University, Germany
2005 Semester abroad at University of Valencia, Spain
2001 Software Engineering Degree (Fachinformatiker, Fachrichtung: Anwendungsentwicklung), Hirschvogel Automotive Group, Germany
Publications
  2013 (7)
Software Engineering Leveraging the Crowd. Satzger, B.; Zabolotnyi, R.; Dustdar, S.; Wild, S.; Gaedke, M.; Goebel, S.; and Nestler, T. pages (to appear). Elsevier, 2013.
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On Modeling Context-Aware Social Collaboration Processes. Liptchinsky, V.; Khazankin, R.; Schulte, S.; Satzger, B.; Truong, H.; and Dustdar, S. Information Systems, Elsevier, (to appear). 2013.
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Elastic Stream Processing in the Cloud. Hummer, W.; Satzger, B.; and Dustdar, S. Wiley Interdisciplinary Reviews (WIRE), Data Mining and Knowledge Discovery, (to appear). 2013.
Elastic Stream Processing in the Cloud [pdf]Paper   bibtex   3 downloads
Expressive Languages for Selecting Groups from Graph-Structured Data. Liptchinsky, V.; Satzger, B.; Zabolotnyi, R.; and Dustdar, S. In 22nd International World Wide Web Conference (WWW'13), pages 761-770, 2013.
Expressive Languages for Selecting Groups from Graph-Structured Data [link]Link   Expressive Languages for Selecting Groups from Graph-Structured Data [pdf]Paper   bibtex
Model-based Adaptation of Cloud Computing Applications. Inzinger, C.; Satzger, B.; Leitner, P.; Hummer, W.; and Dustdar, S. In International Conference on Model-Driven Engineering and Software Development, Special Track on Model-driven Software Adaptation, pages 351-355, 2013.
Model-based Adaptation of Cloud Computing Applications [link]Link   Model-based Adaptation of Cloud Computing Applications [pdf]Paper   bibtex   1 download
Identifying Incompatible Service Implementations using Pooled Decision Trees. Inzinger, C.; Hummer, W.; Satzger, B.; Leitner, P.; and Dustdar, S. In 28th ACM Symposium on Applied Computing (SAC'12), pages 485-492, 2013.
Identifying Incompatible Service Implementations using Pooled Decision Trees [link]Link   Identifying Incompatible Service Implementations using Pooled Decision Trees [pdf]Paper   bibtex
Winds of Change: From Vendor Lock-In to the Meta Cloud. Satzger, B.; Hummer, W.; Inzinger, C.; Leitner, P.; and Dustdar, S. Internet Computing, IEEE, 17(1): 69-73. Jan-Feb. 2013.
Winds of Change: From Vendor Lock-In to the Meta Cloud [link]Link   Winds of Change: From Vendor Lock-In to the Meta Cloud [pdf]Paper   bibtex   3 downloads
  2012 (14)
Specification and Deployment of Distributed Monitoring and Adaptation Infrastructures. Inzinger, C.; Satzger, B.; Hummer, W.; and Dustdar, S. In Workshop on Performance Assessment and Auditing in Service Computing held in conjunction with 10th International Conference on Service Oriented Computing (ICSOC'12), pages 167-178, 2012.
Specification and Deployment of Distributed Monitoring and Adaptation Infrastructures [link]Link   Specification and Deployment of Distributed Monitoring and Adaptation Infrastructures [pdf]Paper   bibtex
Auction-based Crowdsourcing Supporting Skill Management. Satzger, B.; Psaier, H.; Schall, D.; and Dustdar, S. Information Systems, Elsevier, . 2012.
Auction-based Crowdsourcing Supporting Skill Management [link]Link   Auction-based Crowdsourcing Supporting Skill Management [pdf]Paper   bibtex   2 downloads
Programming Directives for Elastic Computing. Dustdar, S.; Guo, Y.; Han, R.; Satzger, B.; and Truong, H. Internet Computing, IEEE, 16: 72-77. 2012.
Programming Directives for Elastic Computing [link]Link   Programming Directives for Elastic Computing [pdf]Paper   bibtex
Application-Level Performance Monitoring of Cloud Services Based on the Complex Event Processing Paradigm. Leitner, P.; Inzinger, C.; Hummer, W.; Satzger, B.; and Dustdar, S. In IEEE International Conference on Service-Oriented Computing and Applications (SOCA'12), 2012.
Application-Level Performance Monitoring of Cloud Services Based on the Complex Event Processing Paradigm [link]Link   Application-Level Performance Monitoring of Cloud Services Based on the Complex Event Processing Paradigm [pdf]Paper   bibtex
Optimized Execution of Business Processes on Crowdsourcing Platforms. Khazankin, R.; Satzger, B.; and Dustdar, S. In 8th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom'12), pages 443-451), 2012.
Optimized Execution of Business Processes on Crowdsourcing Platforms [link]Link   Optimized Execution of Business Processes on Crowdsourcing Platforms [pdf]Paper   bibtex   1 download
Towards Identifying Root Causes of Faults in Service-Based Applications. Inzinger, C.; Hummer, W.; Satzger, B.; Leitner, P.; and Dustdar, S. In 31st IEEE International Symposium on Reliable Distributed Systems (SRDS 2012), pages 404-405, 2012. Poster Track.
Towards Identifying Root Causes of Faults in Service-Based Applications [link]Link   Towards Identifying Root Causes of Faults in Service-Based Applications [pdf]Paper   bibtex
Identifying Incompatible Implementations of Industry Standard Service Interfaces for Dependable Service-Based Applications. Inzinger, C.; Hummer, W.; Satzger, B.; Leitner, P.; and Dustdar, S. Technical Report (TUV-1841-2012-1), Vienna University of Technology, 2012.
Identifying Incompatible Implementations of Industry Standard Service Interfaces for Dependable Service-Based Applications [pdf]Paper   bibtex
Crowdsourcing Tasks to Social Networks in BPEL4People. Schall, D.; Satzger, B.; and Psaier, H. World Wide Web, Springer, . 2012.
Crowdsourcing Tasks to Social Networks in BPEL4People [link]Link   Crowdsourcing Tasks to Social Networks in BPEL4People [pdf]Paper   bibtex   3 downloads
Cost-Efficient and Application SLA-Aware Client Side Request Scheduling in an Infrastructure-as-a-Service Cloud. Leitner, P.; Hummer, W.; Satzger, B.; Inzinger, C.; and Dustdar, S. In 5th IEEE International Conference on Cloud Computing (CLOUD'12), pages 213 -220, 2012.
Cost-Efficient and Application SLA-Aware Client Side Request Scheduling in an Infrastructure-as-a-Service Cloud [link]Link   Cost-Efficient and Application SLA-Aware Client Side Request Scheduling in an Infrastructure-as-a-Service Cloud [pdf]Paper   bibtex
Deriving a Unified Fault Taxonomy for Event-Based Systems. Hummer, W.; Inzinger, C.; Satzger, B.; Leitner, P.; and Dustdar, S. In 6th ACM International Conference on Distributed Event-Based Systems (DEBS'12), pages 167-178, 2012.
Deriving a Unified Fault Taxonomy for Event-Based Systems [link]Link   Deriving a Unified Fault Taxonomy for Event-Based Systems [pdf]Paper   bibtex
Goal Distance Estimation for Automated Planning Using Neural Networks and Support Vector Machines. Satzger, B.; and Kramer, O. Natural Computing, Springer, . 2012.
Goal Distance Estimation for Automated Planning Using Neural Networks and Support Vector Machines [link]Link   Goal Distance Estimation for Automated Planning Using Neural Networks and Support Vector Machines [pdf]Paper   bibtex
Wind Energy Prediction and Monitoring with Neural Computation. Kramer, O.; Gieseke, F.; and Satzger, B. Neurocomputing, Elsevier, . 2012.
Wind Energy Prediction and Monitoring with Neural Computation [link]Link   bibtex
CloudScale - a Novel Middleware for Building Transparently Scaling Cloud Applications. Leitner, P.; Hummer, W.; Satzger, B.; Inzinger, C.; and Dustdar, S. In 27th ACM Symposium on Applied Computing (SAC'12), pages 434-440, 2012.
CloudScale - a Novel Middleware for Building Transparently Scaling Cloud Applications [link]Link   CloudScale - a Novel Middleware for Building Transparently Scaling Cloud Applications [pdf]Paper   bibtex   1 download
Non-Intrusive Policy Optimization for Dependable and Adaptive Service-Oriented Systems. Inzinger, C.; Satzger, B.; Hummer, W.; Leitner, P.; and Dustdar, S. In 27th ACM Symposium on Applied Computing (SAC'12), pages 504-510, 2012.
Non-Intrusive Policy Optimization for Dependable and Adaptive Service-Oriented Systems [link]Link   Non-Intrusive Policy Optimization for Dependable and Adaptive Service-Oriented Systems [pdf]Paper   bibtex
  2011 (10)
Principles of Elastic Processes. Dustdar, S.; Guo, Y.; Satzger, B.; and Truong, H. Internet Computing, IEEE, 15(5): 66-71. 2011.
Principles of Elastic Processes [link]Link   Principles of Elastic Processes [pdf]Paper   doi   bibtex   1 download
Dynamic Migration of Processing Elements for Optimized Query Execution in Event-based Systems. Hummer, W.; Leitner, P.; Satzger, B.; and Dustdar, S. In 1st International Symposium on Secure Virtual Infrastructures (DOA-SVI'11), OnTheMove Federated Conferences (OTM'11), pages 451-468, 2011.
Dynamic Migration of Processing Elements for Optimized Query Execution in Event-based Systems [link]Link   Dynamic Migration of Processing Elements for Optimized Query Execution in Event-based Systems [pdf]Paper   bibtex
Distributed Continuous Queries Over Web Service Event Streams. Hummer, W.; Satzger, B.; Leitner, P.; Inzinger, C.; and Dustdar, S. In 7th International Conference on Next Generation Web Services Practices (NWeSP'11), pages 176-181, 2011.
Distributed Continuous Queries Over Web Service Event Streams [link]Link   Distributed Continuous Queries Over Web Service Event Streams [pdf]Paper   bibtex   1 download
Stepwise and Asynchronous Runtime Optimization of Web Service Compositions (Short Paper). Leitner, P.; Hummer, W.; Satzger, B.; and Dustdar, S. In 12th International Conference on Web Information Systems Engineering (WISE'11), pages 290-297, 2011.
Stepwise and Asynchronous Runtime Optimization of Web Service Compositions (Short Paper) [link]Link   Stepwise and Asynchronous Runtime Optimization of Web Service Compositions (Short Paper) [pdf]Paper   bibtex
Hierarchically Structured Energy Markets as Novel Smart Grid Control Approach. Laessig, J.; Satzger, B.; and Kramer, O. In Advances in Artificial Intelligence: 34th Annual German Conference on AI (KI'11), pages 179-190, 2011.
Hierarchically Structured Energy Markets as Novel Smart Grid Control Approach [link]Link   Hierarchically Structured Energy Markets as Novel Smart Grid Control Approach [pdf]Paper   bibtex
Stimulating Skill Evolution in Market-based Crowdsourcing. Satzger, B.; Psaier, H.; Schall, D.; and Dustdar, S. In 9th International Conference on Business Process Management (BPM'11), pages 66-82, 2011.
Stimulating Skill Evolution in Market-based Crowdsourcing [link]Link   Stimulating Skill Evolution in Market-based Crowdsourcing [pdf]Paper   bibtex   1 download
ESC: Towards an Elastic Stream Computing Platform for the Cloud. Satzger, B.; Hummer, W.; Leitner, P.; and Dustdar, S. In 4th IEEE International Conference on Cloud Computing (CLOUD'11), pages 348-355, 2011.
ESC: Towards an Elastic Stream Computing Platform for the Cloud [link]Link   ESC: Towards an Elastic Stream Computing Platform for the Cloud [pdf]Paper   bibtex   2 downloads
Self-stabilization in Hierarchically Structured Energy Markets. Laessig, J.; Satzger, B.; and Kramer, O. In 8th IEEE International Conference on Information Technology : New Generations (ITNG'11), pages 803-809, 2011.
Self-stabilization in Hierarchically Structured Energy Markets [link]Link   Self-stabilization in Hierarchically Structured Energy Markets [pdf]Paper   bibtex   2 downloads
Autonomous and Scalable Failure Detection in Distributed Systems. Satzger, B.; Pietzowski, A.; and Ungerer, T. Int. J. Auton. Adapt. Commun. Syst., 4: 61-77. December 2011.
Autonomous and Scalable Failure Detection in Distributed Systems [link]Link   Autonomous and Scalable Failure Detection in Distributed Systems [pdf]Paper   bibtex
Distributed Continuous Data Aggregation Over Web Service Event Streams. Hummer, W.; Satzger, B.; Leitner, P.; and Dustdar, S. Technical Report (TUV-1841-2011-04), Vienna University of Technology, 2011.
Distributed Continuous Data Aggregation Over Web Service Event Streams [pdf]Paper   bibtex
  2010 (13)
Experiences with a Smart Office Project. Bagci, F.; Kluge, F.; Satzger, B.; Pietzowski, A.; Trumler, W.; and Ungerer, T. pages 294-319. John Wiley & Sons, Inc., 2010.
Experiences with a Smart Office Project [link]Link   doi   bibtex   buy
A Novel Constraint Satisfaction Problem Solver for Self-configuring Distributed Systems with Highly Dynamic Behavior. Satzger, B.; Bagci, F.; and Ungerer, T. In IEEE International Joint Conference on Neural Networks (IJCNN'10), pages 1-6, 2010.
A Novel Constraint Satisfaction Problem Solver for Self-configuring Distributed Systems with Highly Dynamic Behavior [link]Link   bibtex
Dynamic Workload Prediction for Soft Real-Time Applications. Kluge, F.; Uhrig, S.; Mische, J.; Satzger, B.; and Ungerer, T. In 10th IEEE International Conference on Computer and Information Technology (CIT'10), pages 1841-1848, 2010.
Dynamic Workload Prediction for Soft Real-Time Applications [link]Link   bibtex
Trust Measurement Methods in Organic Computing Systems by Direct Observation. Kiefhaber, R.; Satzger, B.; Schmitt, J.; Roth, M.; and Ungerer, T. In IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing (EUC'10), pages 105-111, 2010.
Trust Measurement Methods in Organic Computing Systems by Direct Observation [link]Link   bibtex
Optimisation of Energy Consumption of Soft Real-Time Applications by Workload Prediction. Kluge, F.; Uhrig, S.; Mische, J.; Satzger, B.; and Ungerer, T. In 1st IEEE Workshop on Self-Organizing Real-Time Systems (SORT'10) held in conjunction with 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC'10), pages 63-72, 2010.
Optimisation of Energy Consumption of Soft Real-Time Applications by Workload Prediction [link]Link   bibtex
Learning Heuristic Functions for State-Space Planning. Satzger, B.; and Kramer, O. In 5th International Conference on Computational Intelligence (CI'10), pages 36-43, 2010.
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Managing Energy in a Virtual Power Plant Using Learning Classifier Systems. Kramer, O.; Satzger, B.; and Laessig, J. In Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods (GEM'10), pages 111-117, 2010.
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Power Prediction in Smart Grids with Evolutionary Local Kernel Regression. Kramer, O.; Satzger, B.; and Laessig, J. In 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS'10), pages 262-269, 2010.
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression [link]Link   bibtex
Adaptive Heuristic Estimates for Automated Planning Using Regression. Satzger, B.; Kramer, O.; and Laessig, J. In International Conference on Artificial Intelligence (ICAI'10), pages 576-581, 2010.
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Towards Lightweight Self-Configuration in Wireless Sensor Networks. Satzger, B.; Bagci, F.; Kluge, F.; and Ungerer, T. In ACM Symposium on Applied Computing (SAC'10), pages 791-792, 2010.
Towards Lightweight Self-Configuration in Wireless Sensor Networks [link]Link   bibtex
The Delayed Ack Method to Measure Trust in Organic Computing Systems. Kiefhaber, R.; Satzger, B.; Schmitt, J.; Roth, M.; and Ungerer, T. In Trustworthy Self-Organizing Systems, Workshop in conjunction with 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO'10), pages 184-189, 2010.
The Delayed Ack Method to Measure Trust in Organic Computing Systems [link]Link   bibtex
UbiMASS - Ubiquitous Mobile Agent System for Wireless Sensor Networks. Bagci, F.; Wolf, J.; Satzger, B.; and Ungerer, T. In IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC'10), pages 245-252, 2010.
UbiMASS - Ubiquitous Mobile Agent System for Wireless Sensor Networks [link]Link   bibtex
A Practical Computer Immunology Approach for Self-protection Enhanced by Optimization Techniques. Pietzowski, A.; Satzger, B.; Trumler, W.; and Ungerer, T. Journal of Autonomic and Trusted Computing, . 2010. To appear.
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  2009 (4)
Towards Trustworthy Self-optimization for Distributed Systems. Satzger, B.; Mutschelknaus, F.; Bagci, F.; Kluge, F.; and Ungerer, T. In International Workshop on Software Technologies for Embedded and Ubiquitous Systems (SEUS'09), pages 58-68, 2009.
Towards Trustworthy Self-optimization for Distributed Systems [link]Link   bibtex
Towards Indoor Location Estimation and Tracking with Wireless Sensors. Bagci, F.; Kluge, F.; Satzger, B.; and Ungerer, T. In IEEE International Symposium on Intelligent Signal Processing (WISP'09), pages 235-240, 2009.
Towards Indoor Location Estimation and Tracking with Wireless Sensors [link]Link   bibtex
Self-Healing and Recovery Methods and their Classification. Shehory, O.; Martinez, J.; Andrzejak, A.; Cappiello, C.; Funika, W.; Kondo, D.; Mariani, L.; Satzger, B.; and Schmid, M. In Andrzejak, A.; Geihs, K.; Shehory, O.; and Wilkes, J., editor(s), Self-Healing and Self-Adaptive Systems, of Dagstuhl Seminar Proceedings, Dagstuhl, Germany, 2009. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany
Self-Healing and Recovery Methods and their Classification [link]Link   bibtex
09201 Abstracts Collection - Self-Healing and Self-Adaptive Systems: Generic Techniques for Self-healing Distributed Systems. Satzger, B. In Andrzejak, A.; Geihs, K.; Shehory, O.; and Wilkes, J., editor(s), Self-Healing and Self-Adaptive Systems, of Dagstuhl Seminar Proceedings, pages 19, Dagstuhl, Germany, 2009. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany
09201 Abstracts Collection - Self-Healing and Self-Adaptive Systems: Generic Techniques for Self-healing Distributed Systems [link]Link   bibtex
  2008 (4)
Self-healing Distributed Systems. Satzger, B. Ph.D. Thesis, Augsburg University, 2008.
Self-healing Distributed Systems [pdf]Paper   bibtex
A Lazy Monitoring Approach for Heartbeat-style Failure Detectors. Satzger, B.; Pietzowski, A.; Trumler, W.; and Ungerer, T. In 3rd International Conference on Availability, Reliability and Security (ARES'08), pages 404-409, 2008.
A Lazy Monitoring Approach for Heartbeat-style Failure Detectors [link]Link   bibtex
Using Automated Planning for Trusted Self-organising Organic Computing Systems. Satzger, B.; Pietzowski, A.; Trumler, W.; and Ungerer, T. In 5th International Conference on Autonomic and Trusted Computing (ATC'08), pages 60-72, 2008.
Using Automated Planning for Trusted Self-organising Organic Computing Systems [link]Link   bibtex
Grouping Algorithms for Scalable Self-monitoring Distributed Systems. Satzger, B.; and Ungerer, T. In 2nd International Conference on Autonomic Computing and Communication Systems (Autonomics'08), pages 35:1-35:10, 2008.
Grouping Algorithms for Scalable Self-monitoring Distributed Systems [link]Link   bibtex
  2007 (5)
Variations and Evaluations of an Adaptive Accrual Failure Detector to Enable Self-healing Properties in Distributed Systems. Satzger, B.; Pietzowski, A.; Trumler, W.; and Ungerer, T. In 20th International Conference on Architecture of Computing Systems (ARCS'07), pages 171-184, 2007.
Variations and Evaluations of an Adaptive Accrual Failure Detector to Enable Self-healing Properties in Distributed Systems [link]Link   bibtex
A Distributed Self-healing Data Store. Trumler, W.; Ehrig, J.; Pietzowski, A.; Satzger, B.; and Ungerer, T. In 4th International Conference on Autonomic and Trusted Computing (ATC'07), pages 458-467, 2007.
A Distributed Self-healing Data Store [link]Link   bibtex
Self-configuration and Self-healing in AUTOSAR. Trumler, W.; Helbig, M.; Pietzowski, A.; Satzger, B.; and Ungerer, T. In 14th Asia Pacific Automotive Engineering Conference (APAC-14), 2007.
Self-configuration and Self-healing in AUTOSAR [link]Link   bibtex
A new Adaptive Accrual Failure Detector for Dependable Distributed Systems. Satzger, B.; Pietzowski, A.; Trumler, W.; and Ungerer, T. In ACM Symposium on Applied Computing (SAC'07), pages 551-555, 2007.
A new Adaptive Accrual Failure Detector for Dependable Distributed Systems [link]Link   bibtex
Adaptive Self-optimization in Distributed Dynamic Environments. Trumler, W.; Pietzowski, A.; Satzger, B.; and Ungerer, T. In 1st International Conference on Self-Adaptive and Self-Organizing Systems (SASO'07), pages 320-323, 2007.
Adaptive Self-optimization in Distributed Dynamic Environments [link]Link   bibtex
  2006 (4)
A Preference-based Recommender System. Satzger, B.; Endres, M.; and Kiessling, W. In 7th International Conference on E-Commerce and Web Technologies (EC-Web'06), pages 31-40, 2006.
A Preference-based Recommender System [link]Link   bibtex
Using Positive and Negative from Immunology for Detection of Anomalies in a Self-Protecting Middleware. Pietzowski, A.; Satzger, B.; Trumler, W.; and Ungerer, T. In Informatik 2006 - Informatik fuer Menschen, Band 1, Beitraege der 36. Jahrestagung der Gesellschaft fuer Informatik e.V. (GI), pages 161-168, 2006.
Using Positive and Negative from Immunology for Detection of Anomalies in a Self-Protecting Middleware [link]Link   bibtex
A Bio-inspired Approach for Self-protecting an Organic Middleware with Artificial Antibodies. Pietzowski, A.; Satzger, B.; Trumler, W.; and Ungerer, T. In International Workshop on Self-Organizing Systems (IWSOS'06), pages 202-215, 2006.
A Bio-inspired Approach for Self-protecting an Organic Middleware with Artificial Antibodies [link]Link   bibtex
Applications and Architectures in Organic Computing. Guedemann, M.; Nafz, F.; Pietzowski, A.; Reif, W.; Satzger, B.; Seebach, H.; and Ungerer, T. Technical Report (2006-21), Augsburg University, 2006.
Applications and Architectures in Organic Computing [link]Link   bibtex
  2005 (1)
Entwicklung und Evaluation einer Software zur Generierung praeferenzbasierter Produktempfehlungen. Satzger, B. Master's Thesis, Augsburg University, 2005.
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