GRK 1324:  Modellbasierte Entwicklung von Technologien für selbstorganisierende dezentrale Informationssysteme im Katastrophenmanagement - METRIK

• Fachliche Zuordnung: Informatik
• Förderung: Förderung von 2006 bis 2015
• Projektkennung: Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 13124548

• Erstellungsjahr: 2015

Zusammenfassung der Projektergebnisse

Im Graduiertenkolleg METRIK „Modellbasierte Entwicklung von Technologien für selbstoRganisierende Informationssysteme im Katastrophenmanagement" erforschten Informatiker und Geo-Wissenschaftler verschiedener Institute gemeinsam anwendungsorientiert eine besondere Art der drahtlosen Kommunikation und Kooperation von Computern sowie die zielgerichtete Analyse erfasster Daten. Durch Verwirklichung von Prinzipien der Selbst-Organisation und durch Einsatz preiswerter (aber flächendeckender) Sensorik wurden durch das Graduiertenkolleg neue Horizonte bei der Entwicklung geo-spezifischer Monitoring-, Informations- und Alarmierungssysteme eröffnet, die Umweltprozesse in Raum und Zeit analysieren. Die erforschten Netzarchitekturen zeichneten sich dadurch aus, dass sie ohne eine (aufwändige) zentrale Verwaltung auskommen und sich an Veränderungen der Umgebung anpassen können. Sowohl die Erweiterung solcher Netze als auch ein begrenzter Ausfall von Rechnern und Sensoren schränkte die Arbeitsfähigkeit des Gesamtsystems nicht grundsätzlich ein. Dabei hatten die dafür zu entwickelnden IT-Technologien insbesondere im Kontext eines Katastrophenmanagements nicht nur Anforderungen hinsichtlich ihrer funktionalen Korrektheit, sondern auch hinsichtlich ihrer Zuverlässigkeit und Reaktionsgeschwindigkeit zu berücksichtigen. Nach einer ersten Phase des Graduiertenkollegs (2006 bis 2010) konnte eine Reihe der bis dahin entwickelten METRIK-Technologien über weitere METRIK-begleitende Projekte mit dem Deutschen GeoForschungszentrum Potsdam, gefördert durch die EU und das BMBF, in prototypische Monitoring-Systeme umgesetzt werden. Eine der überzeugenden Anwendungen der interdisziplinären Zusammenarbeit stellte die modellbasierte Entwicklung des Prototyps eines neuartigen Erdbebenfrühwarnsystems für die stark von seismischen Aktivitäten bedrohte Region Istanbul dar, welcher in der zweiten Phase vom Geoforschungszentrum in weiteren asiatischen Ländern in Minimalkonfigurationen erfolgreich zum Gebäude- bzw. Brückenmonitoring eingesetzt worden ist. In der zweiten Phase (ab 2010) wurden die METRIK-Technologien konsolidiert und erweitert. Aspekte der Sicherheit, der Mobilität von Sensoren in Gestalt drahtlos kommunizierender Flugroboter, der dynamischen Anpassung des Systems hinsichtlich des momentanen Datenverkehrs durch intelligente Wechsel von Frequenzbändern für die Datenübertragung und eingesetzter Kommunikations- und Abstimmungsregeln beim kooperativen Zusammenwirken der Diensterbringer kamen hinzu. Schließlich wurden Problemlösungen für den Umgang mit großen Mengen erfasster Sensordaten notwendig. Flächendeckend sollten so Daten mittels spezifischer Sensorik zur Erfassung von Temperatur, Luftfeuchte, Verschmutzung, Verkehrsdichte, Energiebedarf, radioaktiver Belastung usw. erfasst und mit anderen geospezifischen Daten abgeglichen werden, die für die Überwachung und Beeinflussung von Umwelt, Gesundheit, Verkehr, Sicherheit und Entwicklung einer städtischen Metropole nicht nur in Extremsituationen von Bedeutung sind. Aus diesem Grund verzahnte sich das Graduiertenkolleg zusätzlich mit der DFG-Forschergruppe Stratosphere, um zu untersuchen, wie das komplexe Informationsdatenmanagement mithilfe dynamisch gebildeter Computer-Cluster (Clouds) noch besser umgesetzt werden kann. Um nun Umweltprozesse insbesondere auch für die Metropole Berlin prototypisch untersuchen zu können, wurde vom Graduiertenkolleg mit Beginn des Jahres 2011 ein Testnetz am Campus Adlershof der Humboldt-Universität zu Berlin als drahtloses Maschennetzwerk mit 120 Indoor- und Outdoor-Knotenrechner aufgebaut. So bildete in der zweiten Phase die Untersuchung von Grundproblemen einer dynamischen Erfassung und Aggregation von Raum-Zeit-Messungen sowie einer automatischen Ereignisanalyse von Datenströmen einen neuen Schwerpunkt.

Projektbezogene Publikationen (Auswahl)

• A Semantic Meta-Modelling Framework with Simulation and Test Integration. ECMDA Workshop on Integration of Model Driven Development and Model Driven Testing, Frauenhofer, Bilbao 2006
  Hajo Eichler, Michael Soden, Markus Scheidgen
  
• Analysis Techniques for Service Models. In Second International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, 2006 (ISoLA 2006), 15-19 November 2006, Paphos, Cyprus, pages 11-17, November 2006
  Wolfgang Reisig, Dirk Fahland, Niels Lohmann, Peter Massuthe, Christian Stahl, Daniela Weinberg, Karsten Wolf, Kathrin Kaschner
  
• Aspect-Orientation for Prolog. LOPSTR 2006 (Preproceedings), Venedig, Italien, 2006
  Wolfgang Lohmann, Günter Riedewald, Guido Wachsmuth
  
• Challenges for Model-Driven Development of Self-Organising Disaster Management Information Systems. International Research Training Groups Workshop 2006, Dagstuhl, Germany, 2006
  Daniel A. Sadilek, Falko Theisselmann, Guido Wachsmuth
  
• CMOF-Model Semantics and Language Mapping for MOF 2.0 Implementations. 4th MBD and 3rd MOMPES Workshop, IEEE, Potsdam 2006
  Markus Scheidgen
  
• Comparison of redundancy schemes for distributed storage systems, IEEE International Symposium on Network Computing and Applications (NCA), Cambridge, Massachusetts, USA, 2006
  Peter Sobe, Kathrin Peter
  
• Construction of efficient OR-based deletion-tolerant coding schemes, International Parallel and Distributed Processing Symposium (IPDPS), Rhodes Island, Greece, 2006
  Peter Sobe, Kathrin Peter
  
• DARQ – Federated Queries with SPARQL. Poster, Berliner XML Tage, Berlin, 2006
  Bastian Quilitz, Andy Seaborne
  
• Flexible definition of data and redundancy layout for storage systems, Sixth European Dependable Computing Conference (EDCC-6), Coimbra, Portugal, 2006
  Kathrin Peter, Peter Sobe
  
• Implementing the eODL graphical representation. 5th Workshop on System Analysis and Modelling, Kaiserslautern, Springer, 2006
  Joachim Fischer, Andreas Prinz, Markus Scheidgen, Merete S. Tveit
  
• Medical Image Processing in MediGRID, German eScience Conf. (GES), Baden-Baden, Germany, 2006
  Samatha Kottha, Dagmar Krefting, Dietmar Sommerfeld, Thilo Ernst, Andreas Hoheisel, Ulrich Sax, Yassene Mohammed, Fred Viezens, Anette Weisbecker, Jürgen Falkner, Julian Bart, Thomas Steinke, Kathrin Peter, Michal Vossberg
  
• Model Pattern for Model Transformations in Model Driven Development. 4th MBD and 3rd MOMPES Workshop, IEEE, Potsdam 2006
  Markus Scheidgen
  
• NaDiNe-Deich: Ein Geoinformationsservice für das Katastrophenmanagement. Ch. Clemen (ed.): Entwicklerforum Geoinformationstechnik 2006: Junge Wissenschaftler forschen, Shaker Verlag Aachen, 27-36, 2006
  Falko Theisselmann, Sören Haubrock, Sergiy Vorogushyn, Doris Dransch
  
• Pattern Based Composition of Languages. poster, MODELS, Genoa 2006
  Markus Scheidgen
  
• Self-Organizing Information Systems for Disaster Management; In 3. GI/ITG KuVS Fachgespräch Ortsbezogene Anwendungen und Dienste, Technical Report, Free University of Berlin, September 2006
  Artin Avanes, Timo Mika Gläßer, Markus Scheidgen
  
• Service Composition and Deployment for a Smart Items Infrastructure. The 14th Conference on Cooperative Information Systems (CooPIS), pages 10-11, November 2006
  Holger Ziekow, Artin Avanes, Christof Bornhövd
  
• A Fault-Taxonomy for Service-Oriented Architecture. 10th IEEE High Assurance Systems Engineering Symposium (HASE'07), Dallas, Texas, USA, 2007
  Stefan Brüning, Stephan Weißleder, Miroslaw Malek
  
• A Fault-Taxonomy for Service-Oriented Architecture. Informatikbericht #215 (Technical Report), HU Berlin, 09/2007
  Stefan Brüning, Stephan Weißleder, Miroslaw Malek
  
• A Formal Approach to Adaptive Processes using Scenario-based Concepts. In Kees van Hee, Wolfgang Reisig, Karsten Wolf, editors, Proceedings of the Workshop on Formal Approaches to Business Processes and Web Services (FABPWS'07), Siedlce, Poland, pages 71-85, University of Podlasie, June 2007
  Dirk Fahland
  
• A Modelbased Standard for SDL, In 12th SDL Forum, Paris, Springer, 2007
  Andreas Prinz, Markus Scheidgen, Merete Skelton Tveit
  
• Adaptation Browser for MOF. WRT 2007, Berlin, Deutschland, 2007
  Guido Wachsmuth
  
• Automatic Test Generation from Coupled UML Models using Input Partitions. MoDeVVa'07, Associated with MoDELS'07, Nashville, TN, USA, 10/2007
  Stephan Weißleder, Bernd-Holger Schlingloff
  
• C- Sharp 3.0 makes OCL Redundant. In Modelling Systems with OCL, part of 10th International Conference on Model Driven Engineering Languages and Systems (MODELS/UML), 2007
  David H. Akehurst, W. Gareth Howells, Markus Scheidgen, Klaus D. McDonald-Maier
  
• Combining compression, encryption and fault-tolerant coding for distributed storage, 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Long Beach, California, USA, 2007
  Peter Sobe, Kathrin Peter
  
• Cooperative Positioning with MagicMap. Workshop on Positioning, Navigation and Communication 2007 (WPNC'07), Hannover, March 22, 2007
  Stefan Brüning, Johannes Zapotoczky, Peter Ibach, Vladimir Stantchev
  
• Deriving Input Partitions from UML Models for Automatic Test Generation. IEEE-Proceedings of MoDELS'07, ISBN 978-3-540-69069-6, 2007
  Stephan Weißleder, Bernd-Holger Schlingloff
  
• Distributed Service Deployment in Mobile Ad-Hoc Networks. The 4th IEEE Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), pages 1-8, August 2007
  Artin Avanes, Johann-Christoph Freytag, Christof Bornhoevd
  
• Energy-aware compilation for Wireless Sensor Networks (6 Seiten), MidSens 07: International Workshop on Middleware for Sensor Networks, 2007
  Daniel A. Sadilek
  
• Enhanced Information Retrieval from Narrative German-language Clinical Text Documents using Automated Document Classification. Proceedings of the 12th World Congress on Health (Medical) Informatics - Building Sustainable Health Systems (MEDINFO- 07), Brisbane, Australia, August 2007
  Stephan Spat, Bruno Cadonna, Ivo Rakovac, Christian Gütl, Hubert Leitner, Günther Stark, Peter Beck
  
• Erasure-tolerant codes for rule-based grid storage systems, 1st Baltic Conference on Advanced Topics of Telecommunications, Riga, Latvia, August, 2007
  Kathrin Peter
  
• Human Comprehesible and Machine Processable Specifications of Operational Semantics. European Conference on Model Driven Architecture: Foundations and Applications, Haifa, Springer, 2007
  Markus Scheidgen, Joachim Fischer
  
• HUODINI - Flexible Information Integration for Disaster Management. 4th International Conference on Information Systems for Crisis Response and Management (ISCRAM), Delft, NL, 05/2007 (revised version submitted to Special Issue of IEEE DSonline), 2007
  Dirk Fahland, Timo M. Gläßer, Bastian Quilitz, Stephan Weißleder, Ulf Leser:
  
• Index Support for SPARQL (Poster Paper). European Semantic Web Conference, Innsbruck, AU, 2007
  Ralf Heese, Ulf Leser, Bastian Quilitz, Christian Rothe
  
• Metamodel Adaptation and Model Co-adaptation. ECOOP 2007, Berlin, Deutschland, 2007
  Guido Wachsmuth
  
• Methoden und Werkzeuge zur Verfügbarkeitsermittlung. Informatik-Bericht Nr. #219, Institut für Informatik, Humboldt-Universität Berlin, 2007
  Miroslaw Malek, Günther A. Hoffmann, Nikola Milanovic, Stefan Brüning, Reinhard Meyer, Bratislav Milic
  
• Model Coupling and Test. In Dagstuhl "zehn plus eins", Aachen, Verlagshaus Mainz, 2007
  Stephan Weißleder
  
• Modeling and Verifying Declarative Workflows. In Dagstuhl ''zehn plus eins'', Aachen, pages 135, Verlagshaus Mainz, 2007
  Dirk Fahland
  
• Modelling the Operational Semantics of Domain-Specific Modelling Languages. GTTSE 2007, Braga, Portugal, 2007
  Guido Wachsmuth
  
• Prototyping and Simulating Domain-Specific Languages for Wireless Sensor Networks (23 Seiten), Informatikbericht #217 (Technical Report), HU Berlin, 2007
  Daniel A. Sadilek
  
• Prototyping Domain-Specific Languages for Wireless Sensor Networks (15 Seiten), ATEM'07: 4th International Workshop on Software Language Engineering, 2007
  Daniel A. Sadilek
  
• Service-Oriented Architectures for Natural Disaster Management. CIG/ISPRS: Proceedings of the Joint CIG/ISPRS Conference on Geomatics Solutions for Disaster Management, CIG/ISPRS Joint Conference (Toronto, Ontario, Canada 2007), 2007
  Sören Haubrock, Falko Theisselmann, Doris Dransch
  
• Services as a Paradigm of Computation. In Cliff B. Jones, Zhiming Liu, Jim Woodcock, editors, Formal Methods and Hybrid Real-Time Systems, Essays in Honor of Dines Bjorner and Chaochen Zhou on the Occasion of Their 70th Birthdays, Papers presented at a Symposium held in Macao, China, September 24-25, 2007, volume 4700 of Lecture Notes in Computer Science, pages 521-538, Springer-Verlag, September 2007
  Wolfgang Reisig, Jan Bretschneider, Dirk Fahland, Niels Lohmann, Peter Massuthe, Christian Stahl
  
• Synthesizing Petri nets from LTL specifications - An engineering approach. In Stephan Philippi, Alexander Pinl, editors, Proceedings 14. Workshop Algorithmen und Werkzeuge für Petrinetze (AWPN), Arbeitsbericht aus dem Fach Informatik, Nr. 25/2007, Universität Koblenz-Landau, D, pages 69-74, September 2007
  Dirk Fahland
  
• Towards Analyzing Declarative Workflows. In Jana Koehler, Marco Pistore, Amit P. Sheth, Paolo Traverso, Martin Wirsing, editors, Autonomous and Adaptive Web Services, number 07061 of Dagstuhl Seminar Proceedings, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany, 2007
  Dirk Fahland
  
• Using metaprogramming and metamodeling for prototyping middleware abstractions in wireless sensor networks (1 Seite), In Dagstuhl "zehn plus eins", Aachen, Verlagshaus, Mainz, 2007
  Daniel A. Sadilek
  
• Workflow Scheduler for Self-Organizing Information Systems. In Dagstuhl "zehn plus eins", Aachen, Verlagshaus, Mainz, 2007
  Artin Avanes
  
• Adaptive und Selbststabilisierende Workflows. In Proceedings des gemeinsamen Workshops der Graduiertenkollegs 2008, Trustworthy Software Systems, Berlin, pages 55-56, Gito-Verlag, 2008
  Dirk Fahland
  
• Adaptive Workflow Scheduling Under Resource Allocation Constraints and Network Dynamics. The 34th International Conference on Very Large Data Bases (VLDB), pages 1631-1637, August 2008
  Artin Avanes, Johann-Christoph Freytag
  
• Adopting Meta-modelling for ITU-T Languages: Language Tool Prototypes as a by-Product of Language Specications. SDL Forum Society Event, ITU, Geneva 2008
  Markus Scheidgen
  
• An Adaptive Process and Data Infrastructure for Disaster Management. The 5th International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 2008
  Artin Avanes
  
• Aspect-oriented Prolog in a Language Processing Context. Software IET 2(3), 2008
  Wolfgang Lohmann, Günter Riedewald und Guido Wachsmuth
  
• Automatic component selection with semantic technologies. Proceedings of the 4th International Workshop on Semantic Web Enabled Software Engineering (SWESE) at ISWC, 2008
  Olaf Hartig, Martin Kost, Johann-Christoph Freytag
  
• Automatic Test Case Generation from UML Models and OCL Expressions. Testing of Software, Associated with Software Engineering 2008, Munich, Germany, 02/2008
  Stephan Weißleder, Dehla Sokenou
  
• Cause-Effect Graphs for Test Models Based on UML and OCL. 27. Treffen der GI-Fachgruppen Test and Verification (TAV) und Requirements Engineering (RE), Bad Honnef, Germany, 06/2008
  Stephan Weißleder, Dehla Sokenou
  
• Combining Graphical and Textual Editing. European Conference on Model Driven Architecture: Foundations and Applications, Springer, Berlin 2008
  Markus Scheidgen
  
• Composition of Model-based Test Coverage Criteria. MBEES'08: Model-Based Development of Embedded Systems, Schloss Dagstuhl, Germany, 04/2008
  Mario Friske, Bernd-Holger Schlingloff, Stephan Weißleder
  
• Data Distribution algorithms for reliable, parallel storage on flash memories, In Proceedings of MEMICS 2008, Znojmo, Czech Republic, 2008
  Kathrin Peter
  
• Deliverable D4.21 Develop Software for Network Connectivity. Technical report, Department of Computer Science, Humboldt-Universität zu Berlin and Section 2.1, GFZ Potsdam, 2008
  Joachim Fischer, Frank Kühnlenz, Ingmar Eveslage, Klaus Ahrens, Jens Nachtigall, Björn Lichtblau, Sebastian Heglmeier, Claus Milkereit, Kevin Fleming, Matteo Picozzi
  
• Deliverable D4.25 Network Optimisation simulator development and testing. Technical report, Department of Computer Science, Humboldt-Universität zu Berlin, 2008
  Joachim Fischer, Frank Kühnlenz, Ingmar Eveslage, Klaus Ahrens, Jens Nachtigall, Björn Lichtblau, Sebastian Heglmeier, Claus Milkereit, Kevin Fleming, Matteo Picozzi
  
• Designing Survivable Services from Independent Components with Basic Functionality. In Proceedings of the International Workshop on Dependable Network Computing and Mobile Systems (DNCMS 08), Naples, Italy, pp. 33-38, October 2008
  Andreas Dittrich, Jon Kowal, Miroslaw Malek
  
• Domain-Specific Languages for Wireless Sensor Networks (1 Seite). Proceedings des gemeinsamen Workshops der Graduiertenkollegs 2008, Trustworthy Software Systems, Berlin, Gito-Verlag, 2008
  Daniel A. Sadilek
  
• Domain-Specific Languages for Wireless Sensor Networks (5 Seiten), Doktorandensymposium der Konferenz Modellierung 2008
  Daniel A. Sadilek
  
• Flexible parameterization of XOR based codes for distributed storage, IEEE International Symposium on Networking Computing and Applications (NCA), Cambridge, Massachusetts, USA, 2008
  Peter Sobe, Kathrin Peter
  
• Frameworks to Create Language Definitions and Tools on Top of the Eclipse Modelling Project (Poster), EclipseCon 2008, Santa Clara, CA, USA, 03/2008
  Hajo Eichler, Daniel A. Sadilek, Markus Scheidgen, Michael Soden, Guido Wachsmuth, Stephan Weißleder
  
• Improving the reusability of spatiotemporal simulation models: using MDE to implement cellular automata. A. Ruas, C. Gold (eds.): Headway in Spatial Data Handling : 13th International Symposium on Spatial Data Handling, 177 – 195, 2008
  Falko Theisselmann, Doris Dransch
  
• Integrating Content Assist into Textual Modelling Editors. Modellierung 2008 Berlin; LNI Bonn, 2008
  Markus Scheidgen
  
• Model Coupling and Test. In Proceedings des gemeinsamen Workshops der Graduiertenkollegs 2008, Trustworthy Software Systems, Berlin, Gito-Verlag, 2008
  Stephan Weißleder
  
• Model-based Development of Selforganizing Earthquake Early Warning Systems, In: Joint ITU-T and SDL Forum Society workshop on ITU System Design Languages, ITU-T, Geneva, Switzerland, 2008
  Joachim Fischer, Frank Kühnlenz, Klaus Ahrens
  
• Multi-label Text Classification of German Language Medical Documents. Proceedings of the 21st International Congress of the European Federation for Medical Informatics (MIE-08), Gothenburg, Sweden, May 2008
  Stephan Spat, Bruno Cadonna, Ivo Rakovac, Christian Gütl, Hubert Leitner, Günther Stark, Peter Beck
  
• Oclets - a formal approach to adaptive systems using scenario-based concepts. Informatik-Berichte #223, Humboldt-Universität zu Berlin, 2008
  Dirk Fahland
  
• Partition-Oriented Test Generation. workshop MoTes (Model-based Testing), Munich, Germany, in conjunction with the annual congress of the Gesellschaft für Informatik, ISBN 978-3-88579-227-7, 09/2008
  Stephan Weißleder
  
• Proceedings of the Workshop on Domain-Specific Modeling Languages, Im Rahmen der Konferenz Modellierung 2008, Volume 324 of CEUR Workshop Proceedings, 2008.1
  Dirk Fahland, Daniel A. Sadilek, Markus Scheidgen, Stephan Weißleder (editors)
  
• Prototyping Domain-Specific Language Semantics (2 Seiten), OOPSLA 2008 Doctoral Symposium, 2008
  Daniel A. Sadilek
  
• Prototyping Visual Interpreters and Debuggers for Domain-Specific Modelling Languages (16 Seiten), ECMDA'08: Fourth European Conference on Model Driven Architecture Foundations and Applications, 2008
  Daniel A. Sadilek, Guido Wachsmuth
  
• Quality of Automatically Generated Test Cases based on OCL Expressions. ICST 2008, Lillehammer, Norway, 04/2008
  Stephan Weißleder, Bernd-Holger Schlingloff
  
• Querying Distributed RDF Data Sources with SPARQL. 5th European Semantic Web Conference Tenerife, Spain, 2008
  Bastian Quilitz, Ulf Leser
  
• Refinement Transformation Support for QVT Relational Transformations. MDSE 2008, Berlin, Deutschland, 2008
  Thomas Goldschmidt, Guido Wachsmuth
  
• Representation of Temporal Logic Formulae in Zing. CS&P 2008: Concurrency, Specification and Programming, September 2008
  Jan Calta
  
• Reusable Simulation Models: An MDE-approach to Spatiotemporal Modeling with Cellular Automata. 11th AGILE International Conference on Geographic Information Science 2008, L. Bernard, A. Friis-Christensen, H. Pundt, I. Compte, (eds.), 2008
  Falko Theisselmann, Doris Dransch
  
• Reusing State Machines for Automatic Test Generation in Product Lines. Model-based Testing in Practice (MoTiP), 2008, Germany, ISBN 978-3-8167-7624-6, 06/2008
  Stephan Weißleder, Dehla Sokenou, Bernd-Holger Schlingloff
  
• Reverse-Engineering a Cryptographic RFID Tag. USENIX Security Symposium 2008: 185-194, 2008
  Karsten Nohl, David Evans, Starbug, Henryk Plötz
  
• Self-Organizing Seismic Early Warning Information Network (SOSEWIN): Model-based Prototyping. Conference poster, European Geosciences Union (EGU) General Assembly, 15th to 20th April, 2008, Vienna, Austria, 2008
  Joachim Fischer, Frank Kühnlenz
  
• Signalanalyse von Polysomnographien unter Verwendung einer Gridinfrastruktur, GMDS, Stuttgart, Germany, 2008
  Dagmar Krefting, Sebastian Canisius, Kathrin Peter, Thomas Tolxdorff, Thomas Penzel
  
• Testing Metamodels (16 Seiten),ECMDA'08: Fourth European Conference on Model Driven Architecture Foundations and Applications, 2008
  Daniel A. Sadilek, Stephan Weißleder
  
• The Impact of Adjacent Channel Interference in Multi-Radio Systems using IEEE 802.11. In: IWCMC '08: Proceedings of the International Wireless Communications and Mobile Computing Conference. 6th to 8th August 2008, Crete Island, Greece, 2008
  Jens Nachtigall, Anatolij Zubow, Jens-Peter Redlich
  
• The Self-Organizing Seismic Early Warning Information Network. Conference poster, European Geosciences Union (EGU) General Assembly, 15th to 20th April 2008, Vienna, Austria, 2008
  Sebastian Heglmeier, Björn Lichtblau, Jens Nachtigall
  
• Towards Agile Language Engineering (29 Seiten), Informatikbericht #227 (Technical Report), HU Berlin, 2008
  Daniel A. Sadilek, Markus Scheidgen, Guido Wachsmuth, Stephan Weißleder
  
• Towards Automated Testing of Abstract Syntax Specifications of Domain-Specific Modeling Languages. Domain-Specific Modeling Languages (DSML'08), Associated with Modellierung 2008, Berlin, Germany, 03/2008
  Daniel A. Sadilek, Stephan Weißleder
  
• Towards Process Models for Disaster Response. In Business Process Management Workshops, International Workshop on Process Management for Highly Dynamic and Pervasive Scenarios (PM4HDPS), co-located with 6th International Conference on Business Process Management (BPM'08), volume 17 of Lecture Notes in Business Information Processing, Milan, Italy, pages 254-265, Springer, September 2008
  Dirk Fahland, Heiko Woith
  
• Transactional Workflows in Self-Organizing Information Systems. In Proceedings des gemeinsamen Workshops der Graduiertenkollegs 2008, Trustworthy Software Systems, Berlin, Gito-Verlag, 2008
  Artin Avanes
  
• Translating UML2 Activity Diagrams Petri Nets for analyzing IBM WebSphere Business Modeler process models. Informatik-Berichte #226, Humboldt-Universität zu Berlin, 2008
  Dirk Fahland
  
• Undoing Operational Steps of Domain-Specific Modeling Languages (6 Seiten), DSM'08: The 8th OOPSLA Workshop on Domain-Specific Modeling, 2008
  Tim Hartmann, Daniel A. Sadilek
  
• Using Reference Objects to Improve Vision-Based Bearing Measurements, in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems IROS 2008, IEEE, Acropolis Convention Center, Nice, France, pp. 3939-3945, 2008
  Heinrich Mellmann, Matthias Jüngel and Michael Spranger
  
• A finite representation of all substitutable services and its applications. In Kopp, O., Lohmann, N., eds.: Proceedings of the 1st Central- European Workshop on Services and their Composition, ZEUS 2009, Stuttgart, Germany, March 2–3, 2009. Volume 438 of CEUR Workshop Proceedings, CEURWS.org, 29–34, 2009
  Jarungjit Parnjai, Christian Stahl, Karsten Wolf
  
• A Formal Way from Text to Code Templates. FASE 2009, York, Vereinigtes Königreich, 2009
  Guido Wachsmuth
  
• A scenario is a behavioral view - Orchestrating services by scenario integration. In Oliver Kopp, Niels Lohmann, editors, Services and their Composition, 1st Central-European Workshop on, ZEUS 2009, Stuttgart, Germany, March 2-3, 2009, volume 438 of CEUR Workshop Proceedings, pages 8-14, CEUR-WS.org, March 2009
  Dirk Fahland
  
• A Taxonomy of Adaptive Systems, 7th European Workshop on Multi-Agent Systems (EUMAS 2009), Ayia Napa, Zypern, Dezember 2009
  Jan Calta
  
• An Extensible Language for Service Dependency Management (4 Seiten). SEAA 2009: 35th Euromicro Conference on Software Engineering and Advanced Applications, 2009
  Siamak Haschemi, Arif Wider
  
• Analysis & Construction of Chorematic Diagrams. In: Dagstuhl 2009 - Proceedings des gemeinsamen Workshops der Informatik-Graduiertenkollegs und Forschungskollegs, Gito-Verlag, 2009
  Andreas Reimer
  
• Applying Model-Driven Technologies in the Development of Optical Nanostructures (2 Seiten). In: Dagstuhl 2009 - Proceedings des gemeinsamen Workshops der Informatik-Graduiertenkollegs und Forschungskollegs, Gito-Verlag, 2009
  Arif Wider
  
• Availability of Data in Locality-Aware Unreliable Networks. In Proceedings of Second International Conference on Advances in Mesh Networks MESH2009, Athens, Greece, June 2009
  Joanna Geibig
  
• Combining Sequences and State Machines to Build Complex Test Cases. MoTiP: Workshop on Model-Based Testing in Practice, co-located with the 5th ECMDA, Enschede, The Netherlands, 06/2009
  Dehla Sokenou, Stephan Weißleder
  
• Component Development and Deployment in Self-Organizing Wireless Networks (1 Seite), In: Dagstuhl 2009 - Proceedings des gemeinsamen Workshops der Informatik-Graduiertenkollegs und Forschungskollegs, Gito-Verlag, 2009
  Siamak Haschemi
  
• Constraint Based World Modeling in Mobile Robotics, in Proc. IEEE International Conference on Robotics and Automation (ICRA 2009), pp. 2538-2543, 2009
  Daniel Göhring, Heinrich Mellmann, Hans-Dieter Burkhard
  
• Dagstuhl 2009 - Proceedings des gemeinsamen Workshops der Informatik-Graduiertenkollegs und Forschungskollegs. Gito-Verlag, 2009
  Artin Avanes, Dirk Fahland, Joanna Geibig, Siamak Haschemi, Sebastian Heglmeier, Daniel A. Sadilek, Falko Theisselmann, Guido Wachsmuth, Stephan Weißleder, (Hrsg.)
  
• Declarative versus Imperative Process Modeling Languages: The Issue of Maintainability. 1st International Workshop on Empirical Research in Business Process Management (ER-BPM '09) in conjunction with BPM 2009, Ulm, Germany, September 8-10, 2009
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• Declarative versus Imperative Process Modeling Languages: The Issue of Understandability. In John Krogstie, Terry Halpin, Erik Proper, editors, Proceedings of the 14th International Conference on Exploring Modeling Methods in Systems Analysis and Design (EMMSAD'09), volume 31 of Lecture Notes in Business Information Processing, Amsterdam, The Netherlands, Springer-Verlag, June 2009
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• Deliverable D4.20 Network Optimisation simulation for combined standard and low cost seismic network integration. Proposal for network optimization. Technical report, Department of Computer Science, Humboldt-Universität zu Berlin and Section 2.1, GFZ Potsdam, 2009
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• Deliverable D4.22 Middleware for Geographical Applications. Technical report, Department of Computer Science, Humboldt- Universität zu Berlin and Section 2.1, GFZ Potsdam, 2009
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• Deliverable D4.23 Installation and Operation Guidelines. Technical report, Department of Computer Science, Humboldt- Universität zu Berlin and Section 2.1, GFZ Potsdam, 2009
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• Deliverable D4.26 Network Optimisation simulation for combined standard and low cost seismic network integration. Proposal for network optimisation. Technical report, Department of Computer Science, Humboldt-Universität zu Berlin and Section 2.1, GFZ Potsdam, 2009
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• Description of languages based on object-oriented meta-modelling; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2009
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• Diffusions-Tensor-Imaging als Gridanwendung - Perfomanzsteigerung und standortunabhängiger Zugang zu leistungsfähigen Ressourcen, GI Jahrestagung, 2009
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• Information Aggregation: Automatized Construction of Chorematic Diagrams. workshop (GeoViz & The Digital City) 2009, March, Hamburg, Germany, 2009
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• ParTeG - A Model-Based Testing Tool, Gesellschaft für Informatik - Group Test And Verification (TAV), 29. Treffen: Testmanagement Meets MBT, Stralsund, Germany, 11/2009
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• Constructing Replaceable Services using Operating Guidelines and Maximal Controllers. Web Services and Formal Methods (7th International Workshop, WS-FM 2010, Hoboken NJ, USA, September 16-17, 2010), Lecture Notes in Computer Science, Springerverlag, Berlin, 2010
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• Efficiency considerations of Cauchy Reed-Solomon implementations on accelerator and multi-core platforms, Symposium on Application Accelerators in High Performance Computing (SAAHPC), Knoxville, USA, 2010
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• Ein Erdbebenfrühwarnsystem für Istanbul. VDE Kongress Leipzig, 2010
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• Experimental Dependability Evaluation of Decentralized Service Discovery in Unreliable Networks, 15th IEEE Workshop on Dependable Parallel, Distributed and Network-Centric Systems (DPDNS2010), Atlanta, Georgia, USA, 04/2010
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• From scenarios to components, Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, veröffentlicht 2010, Eindhoven University of Technology Library, ISBN 978-90-386-2319-1
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• How to reuse and modify an existing land use change model? Exploring the benefits of languagecentered tool support, In: EnviroInfo 2010 : Integration of Environmental Information in Europe, 24th International Conference on Informatics for Environmental Protection, ed. by Greve, Klaus and Cremers, Armin B., pp. 678 – 688, Universität Bonn, Shaker-Verlag, Aachen, ISBN 978-3-8322-9458-8
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• NaoTH Software Architecture for an Autonomous Agent, in Proceedings of the International Workshop on Standards and Common Platforms for Robotics (SCPR 2010), pp. 316–327, 2010
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• ParTeG - Integrating Model-Based Testing and Model Transformations, Software Engineering 2010, Paderborn, Germany, 02/2010
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• Partner datenverarbeitender Services. In: Proceedings of the 17th German Workshop on Algorithms and Tools for Petri Nets, AWPN 2010, Cottbus, Germany, volume 643 of CEUR Workshop Proceedings, pages 154-159, October 2010
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• Performance Analysis of Diffusion Tensor Imaging in an Academic Production Grid, Proceedings of the 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), Melbourne, Australia, 2010
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• Scheduling Processes In Distributed and Resource-Constrained Systems, Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2010, Zweibgibliothek Naturwissenschaften der Humboldt-Universität zu Berlin
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• Simulated Satisfaction of Coverage Criteria on UML State Machines, Third International Conference on Software Testing, Verification and Validation (ICST), Paris, France, 04/2010
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• Static and Dynamic Boundary Value Analysis. MBEES'10: Model-Based Development of Embedded Systems, Schloss Dagstuhl, Germany, 02/2010
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• A Data-Centric Approach to Deadlock Elimination in Business Pro-cesses. In: 3rd Central-European Workshop on Services and their Composition, ZEUS 2011, Karlsruhe, Germany, volume 705 of CEUR Workshop Proceedings, pages 104-111, February 2011
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• An Experimental Facility for Wireless Multi-Hop Networks in Future Internet scenarios, in the 2011 IEEE International Conference on Internet of Things (iThings 2011), Dalian, China, October 2011
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• Dynamic Motion Control: Adaptive Bimanual Grasping for a Humanoid Robot, Fundamenta Informaticae 112(1), 89-101, 2011
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• Equator: Faster Decision Making for Geoscientists, GI-Jahrestagung 2011, Workshop on IT support for rescue teams, Berlin, Germany, 2011
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• EquatorNLP: Pattern-based Information Extraction for Disaster Response, Terra Cognita 2011 Workshop, Bonn, Germany, 2011
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• Erdbebenfrühwarnsystem für Istanbul: Drahtlos kommunizierende Ad-hoc Netze mit Echtzeit-Sensorinformation. Bulletin SEV/VSE 4, p.35-39, 2011
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• Experiences from the MANIAC Challenge, in Proceedings of the Australasian Telecommunication Networks And Applications Conference (ATNAC 2011), Melbourne, November 2011
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• Insights from Experimental Research on Distributed Channel Assignment in Wireless Testbeds, International Journal of Wireless Networks and Broadband Technologies (IJWNBT), vol. 1, no. 1, pp. 32-49, 2011
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• Kohlenstoffspeicher urbaner Wald - eine LiDAR-gestützte Erfassung des städtischen Baumbestands und dessen C-Speicherung in Berlin (Paper). Jahrestagung International Association for Landscape Ecology (IALE-D). Berlin, Germany, October 2011
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• Local Goal Model for a Humanoid Soccer Robot, in Andrzej Skowron Magdalena Kacprzak Marcin Szczuka, Ludwik Czaja, ed., Proceedings of the Workshop on Concurrency, Specification, and Programming CS&P 2011, Białystok University of Technology, Pułtusk, Poland, pp. 353-360, 2011
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• Mobiler Leser für den neuen Personalausweis. „Sicher in die digitale Welt von morgen“: Tagungsband zum 12. Deutschen IT- Sicherheitskongress, ISBN: 978-3-3922746-96-6, Herausgeber: SecuMedia, S.227-240, 2011
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• Automated and Transparent Model Fragmentation for Persisting Large Models, ACM/IEEE 15th International Conference on Model Driven Engineering Languages & Systems (MODELS), LNCS Springer, Innsbruck, 2012
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• Autonomous Aggregation in Location Aware Ad Hoc Wireless Networks, Wireless Communications and Mobile Computing Journal, 01.2012
  Joanna Geibig, Dirk Bradler
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• CANE: A Controlled Application Environment for Privacy Protection in ITS. In 12th International Conference on ITS Telecommunications (ITST 2012). IEEE, Taipei, Taiwan November 2012
  Stefan Dietzel, Martin Kost, Florian Schaub, Frank Kargl
  
• ClickWatch – An Experimentation Framework for Communication Network Test-beds, IEEE Wireless Communications and Networking Conference (WCNC), Paris, France, 2012
  Markus Scheidgen, Anatolij Zubow, Robert Sombrutzki
  
• Consistency and fault tolerance for erasure-coded distributed storage systems, Fifth International Workshop on Data Intensive Distributed Computing (DIDC), Delft, Netherlands, 2012
  Kathrin Peter, Alexander Reinefeld
  
• Efficient Event Pattern Matching with Match Windows. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-12), Beijing, China, August 2012
  Bruno Cadonna, Johann Gamper, Michael H. Böhlen
  
• EMF Modeling in Traffic Surveillance Experiments, International Workshop on Modeling of the Real World (at MODELS 2012), ACM Digital Library 2012
  Markus Scheidgen, Anatolij Zubow
  
• From Earthquake Detection to Traffic Surveillance - About Information and Communication Infrastructures for Smart Cities, Keynote Paper in System Analysis and Modeling: Theory and Practice – 7th International Workshop, SAM 2012, Innsbruck, Austria, October 1-2, 2012. Revised Selected Papers; LNCS Springer; 2013
  Joachim Fischer, Jens-Peter Redlich, Björn Scheuermann, Jochen H. Schiller, Mesut Günes, Kai Nagel, Peter Wagner, Markus Scheidgen, Anatolij Zubow, Ingmar Eveslage, Robert Sombrutzki, and Felix Juraschek
  
• From Earthquake Detection to Traffic Surveillance - About Information and Communication Infrastructures for Smart Cities, System Analysis and Modeling: Theory and Practice - 7th International Workshop, Austria, 2012
  Joachim Fischer, Jens-Peter Redlich, Björn Scheuermann, Jochen H. Schiller, Mesut Günes, Kai Nagel, Peter Wagner, Markus Scheidgen, Anatolij Zubow, Ingmar Eveslage, Robert Sombrutzki and Felix Juraschek
  
• HWL – A High Performance Wireless Sensor Research Network, IEEE International Conference on Networked Sensing Systems (INSS), IEEE, Antwerp, 2012
  Markus Scheidgen, Anatolij Zubow, Robert Sombrutzki
  
• MAC Diversity in IEEE 802.11n MIMO Networks, Proceedings of the IFIP Wireless Days Conference 2012, Ireland, IEEE, November 21-23, 2012
  Anatolij Zubow, Robert Sombrutzki, Markus Scheidgen
  
• Map/Reduce on EMF-Models, International Workshop on Model-Driven Engineering for High Performance and Cloud computing (at MODELS 2012), ACM Digital Library 2012
  Markus Scheidgen, Anatolij Zubow
  
• Measurement-Based Interference Modeling Using Channel Occupancy in Wireless Mesh Networks, in Proceedings of the 13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), San Francisco, June 2012
  Felix Juraschek, Mesut Günes, Bastian Blywis
  
• Mobile smart card reader using NFC-enabled phones. Security and Privacy in Mobile Information and Communication Systems – 4th International Conference, MobiSec 2012, Frankfurt am Main, Germany, June 25- 26, 2012, Revised Selected Papers, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 107 Springer 2012
  Frank Morgner, Dominik Oepen, Wolf Müller, and Jens-Peter Redlich
  
• Modeling Spatio-Temporal Patterns of Deforestation in Brazil with a Bayesian Belief Network Approach. In: Geographic Information Zeitgeist (GIZ). Münster, Germany, 2012
  Carsten Krüger, Dennis Funke, Tobia Lakes:
  
• Multi-path OLSR Performance Analysis in a Large Testbed Environment, in 13th International Conference on Distributed Computing and Networking, Hong Kong, January 2012
  Andrzej Szwabe, Pawel Misiorek, Maciej Urbanski, Felix Juraschek, Mesut Günes
  
• Network-Wide Broadcasts for Wireless Mesh Networks with Regard to Reliability. Proceedings of 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux, November 2012
  Björn Lichtblau, Jens-Peter Redlich
  
• Opening the Black Boxes in Data Flow Optimization. Proceedings of the 38th International Conference on Very Large Data Bases, PVLDB 5(11):1256-1267, Istanbul, Turkey, Juli 2012
  Fabian Hueske, Mathias Peters, Matthias J. Sax, Astrid Rheinländer, Rico Bergmann, Aljoscha Krettek, Kostas Tzoumas
  
• Optimization driven Multi-Hop Network Design and Experimentation: The Approach of the FP7 Project OPNEX, IEEE Communications Magazine, Radio Communication Series, vol. 50, no. 6, pp. 122_130, June 2012
  Kostas Choumasa, Stratos Keranidis, Thanasis Korakis, Iordanis Koutsopoulos, Leandros Tassiulas, Felix Juraschek, Mesut Günes, Emmanuel Baccelli, Pawel Misiorek, Andrzej Szwabe, Theodoros Salonidis, and Henrik Lundgren
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• Privacy analysis using ontologies. In Proceedings of the second ACM conference on Data and Application Security and Privacy, CODASPY ’12, pages 205– 216, New York, NY, USA, 2012. ACM
  Martin Kost, Johann-Christoph Freytag
  
• Privacy protocol for linking distributed medical data. In W. Jonker and M. Petkovic, editors, Secure Data Management, volume 7482 of Lecture Notes in Computer Science, pages 45–57. Springer, 2012
  Daniel Janusz, Martin Kost, Johann-Christoph Freytag
  
• Rear View Camera System for Car Driving Assistance, Proceedings of the 28th International Conference on Microelectronics (MIEL 2012), Nis, Serbia, May 2012
  Zoran Stamenkovic, Klaus Tittelbach-Helmrich, Jörg Domke, Christian Lörchner-Gerdaus, J. Anders, Vladica Sark, M. Eric, N. Sira
  
• sGSA: An SDMA-OFDMA Scheduling Solution, 18th European Wireless Conference, Poland, 2012
  Anatolij Zubow, Johannes Marotzke, Daniel Camps Mur and Xavier Pérez Costa
  
• Simulation Configuration Modeling of Distributed Communication Systems. in 7th System Analysis and Modeling Workshop, SAM ’12, 2012
  Mihal Brumbulli and Joachim Fischer
  
• Simulation Visualization of Distributed Communication Systems. in Proceedings of the 2012 Winter Simulation Conference (C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, and A. M. Uhrmacher, eds.), WSC ’12, (Piscataway, New Jersey), Institute of Electrical and Electronics Engineers, Inc., 2012
  Mihal Brumbulli and Joachim Fischer
  
• Solutions for biomedical grid computing – Case studies from the D-Grid project Services@MediGRID, Journal of Computational Science, Vol. 3, 2012
  Frank Dickmann, Jürgen Falkner, Wilfried Gunia, Jochen Hampe, Michael Hausmann, Alexander Herrmann, Nick Kepper, Tobias A. Knoch, Svenja Lauterbach, Jörg Lippert, Kathrin Peter, Eberhard Schmitt, Ulrich Schwardmann, Juri Solodenko, Dietmar Sommerfeld, Thomas Steinke, Annette Weisbecker, Ulrich Sax
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• Towards MAC/Anycast Diversity in IEEE 802.11n MIMO Networks, CoRR abs/1203.2041, 2012
  Anatolij Zubow, Robert Sombrutzki, Markus Scheidgen
  
• Towards Smart Berlin - an Experimental Facility for Heterogeneous Smart City Infrastructures, in Proceedings of 1st Workshop on Global Trends in Smart Cities 2012 (goSMART), Clearwater, FL, October 2012
  Felix Juraschek, Anatolij Zubow, Oliver Hahm, Markus Scheidgen, Bastian Blywis, Robert Sombrutzki, Mesut Günes, Joachim Fischer
  
• Type-Safe Model Transformation Languages as Internal DSLs in Scala, Proceedings of the 5th International Conference on Model Transformation (ICMT’12), Prague, 2012, LNCS Vol. 7307, LNCS Springer 2012
  Lars George, Arif Wider, Markus Scheidgen
  
• Visual Analytics Approach for the Assessment of Simulation Model Output. Poster at the 3rd International Conference on Data Analysis and Modeling in Earth Sciences (DAMES), Potsdam, Germany, Oktober 2012
  Christian Fiebrig, Patrick Koethur, Matthias J. Sax, Mike Sips
  
• A Methodology to Evaluate the Optimization Potential of Co-ordinated Vehicular Route Choices. Inter-Vehicle Communication (FG-IVC 2013: 11) 2013
  Daniel Cagara, Björn Scheuermann, Ana LC Bazzan
  
• Adaptive Grasping for a Small Humanoid Robot Utilizing Force- and Electric Current Sensors, in Marcin S. Szczuka, Ludwik Czaja & Magdalena Kacprzak, ed., Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming (CS&P), CEUR-WS.org, Warsaw, Poland, pp. 283-293, 2013
  Heinrich Mellmann, Marcus Scheunemann and Oliver Stadie
  
• Aeolus: An Optimizer for Distributed Intra-Node-Parallel Streaming Systems. IEEE 29th International Conference on Data Engineering (ICDE), Brisbane, Australia, April 2013
  Matthias J. Sax, Malu Castellanos, Qiming Chen, Meichun Hsu
  
• Approximating the Geographical Area of a Wireless Ad-Hoc Network, in Proc. Of Sixth IEEE International Workshop on Selected Topics in Wireless and Mobile Computing, Networking and Communications, WiMob2013, pp. 61-68, Lyon, France; 10, 2013
  Joanna Geibig, Bratislav Milic
  
• Autonomous Aggregation in Location Aware Ad Hoc Wireless Networks, in Wireless Communications And Mobile Computing Journal, Wiley-Backwell, February 2013
  Joanna Geibig, Dirk Bradler
  
• Behavioral service substitution – analysis and synthesis; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2013
  Jarungjit Parnjai
  
• Combining Control Loops and Ant Algorithms to Optimize Network Lifetime, Proceedings of the 32nd IEEE International Conference on Computer Communications (INFOCOM) , April 2013
  Michael Frey, Mesut Günes
  
• Consistency and Fault Tolerance of Distributed Storage Systems, Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, veröffentlicht 2013, epubli GmbH Berlin, ISBN 978-3-8442-5889-9
  Kathrin Sobe
  
• Distributed Channel Assignment in Large-Scale Wireless Mesh Networks: A Performance Analysis, in IEEE International Conference on Communications (ICC), Budapest, Hungary, June 2013
  Felix Juraschek, Simon Seif, Mesut Günes
  
• External interference-aware channel assignment, in The 9th International Wireless Communications & Mobile Computing Conference (IWCMC). Cagliari, Italy: IEEE, July 2013
  Felix Juraschek, Mesut Günes
  
• Generating Preliminary Edit Lenses from Automatic Pattern Discovery in Business Process Modeling. In: Proceedings of the CAiSE’13 Forum at the 25th International Conference on Advanced Information Systems Engineering (CAiSE), Valencia, Spain, June 20th, 2013, CEUR-WS.org (2013), Vol. 998, 8 pages
  Moisés Castelo Branco, Arif Wider
  
• Increased Spatial Dwell-Time for a Hovering Platform Using Optical Flow, Technical Report, 2013
  Oswald Berthold, Verena V. Hafner
  
• Interference-Aware Wireless Mesh Networks, in Proceedings of the 14th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) (PhD Forum), Madrid, 2013
  Felix Juraschek
  
• libARA: A framework for simulation and testbed based studies on ant routing algorithms in wireless multi-hop networks, Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, Dezember 2013
  Michael Frey, Friedrich Grosse, Mesut Günes
  
• Link Quality Based Forwarder Selection Strategies For Reliable Network-Wide Broadcasts. (in press) 5th IEEE International Workshop on Hot Topics in Mesh Networking, June 2013
  Björn Lichtblau, Jens-Peter Redlich
  
• Modified Equivalent Time Sampling for Improving Precision of Time-of-Flight Based Localization, Proceedings of the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2013), London, UK, September 2013
  Vladica Sark, Eckhard Grass
  
• Neural sensorimotor primitives for vision-controlled flying robots, IEEE/RSJ IROS’13 International Workshop on Vision- based Closed-Loop Control and Navigation of Micro-Helicopters in GPS-denied Environments, November 7, 2013, Tokyo, Japan
  Oswald Berthold, Verena V. Hafner
  
• PeRA: Individual privacy control in intelligent transportation systems. In Proceedings of the Demonstration Session at the 15. GI-Fachtagung Datenbanksysteme für Business, Technologie und Web (BTW), 2013
  Martin Kost, Raffael Dzikowski, Johann-Christoph Freytag
  
• Performance Optimization for Distributed Intra-Node-Parallel Streaming Systems. IEEE 29th International Conference on Data Engineering Workshops (ICDEW), Brisbane, Australia, April 2013
  Matthias J. Sax, Malu Castellanos, Qiming Chen, Meichun Hsu
  
• Refactorings in Language Development with Asymmetric Bidirectional Model Transformations (17 Seiten). SDL Forum: Model-Driven Dependability Engineering. 2013
  Martin Schmidt, Arif Wider, Markus Scheidgen, Joachim Fischer, Sebastian von Klinski
  
• Refactorings in Language Development with Asymmetric Bidirectional Model Transformations, 16th International System Design Languages Forum Model-driven dependability engineering, Springer LNCS, Montreal, Canada, June 26-28 2013
  Martin Schmidt, Arif Wider, Markus Scheidgen, Sebastian von Klinski, Joachim Fischer
  
• Reference Representation Techniques for Large Models, Workshop paper at BigMDE 2013 (at STAF 2013), Budapest, Hungary, June 17th, 2013, ACM Digital Library, 2013
  Markus Scheidgen
  
• Robust exploration strategies for a robot exploring a wireless network, Electronic Communications of the EASST, vol. 56, 2013
  Christian Blum, Verena V. Hafner
  
• Routing Directions: Keeping it Fast and Simple, in Proceedings of the 21st ACM International Conference on Advances in Geo-graphic Information Systems (SIGSPATIAL GIS), Orlando FL, USA, November 5-8, 2013
  Dimitris Sacharidis, Panagiotis Bouros
  
• Tactile sensors for learning of soft landing on a flying robot, in Workshop: Sensitive Robotics, Robotics: Science and Systems 2013
  Jan Gossmann, Christian Blum, Oswald Berthold, Verena V. Hafner
  
• Uncertainty in spatiotemporal modeling of future land- use scenarios. In: Spatial Statistics Conference 2013. Columbus (Ohio), USA, 2013
  Carsten Krüger
  
• Unsupervised learning of camera exposure control using randomly connected neural networks, 2nd RED-UAS 2013 Workshop on Research, Education and Development of Unmanned Aerial Systems, November 20-22, 2013, Compiegne, France, 2013
  Oswald Berthold, Verena V. Hafner
  
• Voronoi Based Strategic Positioning for Robot Soccer, in Marcin S. Szczuka, Ludwik Czaja & Magdalena Kacprzak, ed., 'Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming (CS&P)', CEUR-WS.org, Warsaw, Poland, pp. 271-282, 2013
  Steffen Kaden, Heinrich Mellmann, Marcus Scheunemann and Hans-Dieter Burkhard
  
• (2014): A Comprehensive Multi-Criteria Model for High Cartographic Quality Point-Feature Label Placement. Cartographica. The International Journal for Geographic Information and Geovisualization 03/2014; 49(1):52-68
  Maxim Rylov and Andreas Reimer
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• A 60 GHz System for Simultanious Time of Flight Ranging and High-Speed Wireless Data Communication, Proceedings of the Microsoft Indoor Localization Competition - IPSN 2014, Berlin, Germany, April 2014
  Marcus Ehrig, Vladica Sark, Jesus Gutierrez Teran, Markus Petri, Eckhard Grass:
  
• A Language-centered Approach to support environmental modeling with Cellular Automata; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2014
  Falko Theisselmann
  
• A Resource-Optimized Approach to Efficient Early Detection of Mobile Malware, in 3rd International Workshop on Security of Mobile Applications (IWSMA), pp. 333–340, 2014
  Jelena Milosevic, Andreas Dittrich, Miroslaw Malek, and Alberto Ferrante
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• A Robust Skip-Till-Next-Match Selection Strategy for Event Pattern Matching. Proceedings of the 18th East-European Conference on Advances in Databases and Information Systems (ADBIS-14), Ohrid, Republic of Macedonia, September 2014
  Bruno Cadonna, Johann Gamper, Michael H. Böhlen
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• A Software Defined Radio for Time of Flight Based Ranging and Localization, Proceedings of the Microsoft Indoor Localization Competition - IPSN 2014, Berlin, Germany, April 2014
  Vladica Sark, Eckhard Grass
  
• A Study in Domain-Independent Information Extraction for Disaster Management, Workshop on Disaster Management and Principled Large-scale information Extraction for and post emergency Logistics (DIMPLE), Reijkjavik, Island, 2014
  Lars Döhling, Jirka Lewandowski, Ulf Leser
  
• An Effective Encoding Scheme for Spatial RDF Data, In Proceedings of the VLDB Endowment (PVLDB), Vol. 7, No 12, 2014
  John Liagouris, Nikos Mamoulis, Panagiotis Bouros, Manolis Terrovitis
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• An evolutionary approach to traffic assignment. Computational Intelligence in Vehicles and Transportation Systems (CIVTS), 2014 IEEE Symposium on. IEEE, 2014
  Ana LC Bazzan, Daniel Cagara, Björn Scheuermann
  (Siehe online unter https://doi.org/10.1109/CIVTS.2014.7009476)
• Assessment of Software Product Line Tests. Software Product Line Analysis Tools (SPLat), 8 pages, Florence, Italy, 09/2014
  Hartmut Lackner, Martin Schmidt
  
• Attack of the Ants: Studying Ant Routing Algorithms in Simulation and Wireless Testbeds, Proceedings of the First OMNeT++ Community Summit 2014, September 2014
  Michael Frey, Mesut Günes
  
• Bayesian belief networks as a versatile method for assessing uncertainty in land-change modeling. International Journal of Geographical Information Science, 29 (1), 111–131, 2014
  Carsten Krüger, Tobia Lakes
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• Building a Transparent Batching Layer for Storm. Technischer Bericht, Hewlett-Packard Laboratories, HPL-2013-69, Palo Alto (CA), USA, Juli 2014
  Matthias J. Sax, Malu Castellanos
  
• Combined high-resolution ranging and high data rate wireless communication system in the 60 GHz band, Proceedings of the 11th Workshop on Positioning, Navigation and Communication 2014 (WPNC’14), Dresden, Germany, 12-13 March 2014
  Marcus Ehrig, Markus Petri, Vladica Sark, Jesus Gutierrez Teran, Eckhard Grass
  (Siehe online unter https://dx.doi.org/10.1109/WPNC.2014.6843304)
• Design und Management von Experimentier-Workflows; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2014
  Frank Kühnlenz
  
• Distributed channel assignment for interference-aware wireless mesh networks; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2014
  Felix Shzu-Juraschek
  
• Energy-Aware Ant Routing in Wireless Multi- Hop Networks, Proceedings of the IEEE International Conference on Communications (ICC), Juni 2014
  Michael Frey, Friedrich Grosse, Mesut Günes
  (Siehe online unter https://doi.org/10.1109/ICC.2014.6883317)
• ExCovery - A Framework for Distributed System Experiments and a Case Study of Service Discovery, in 28th International Parallel Distributed Processing Symposium, Workshops and PhD Forum (IPDPSW), pp. 1314–1323, 2014
  Andreas Dittrich, S. Wanja and Miroslaw Malek
  (Siehe online unter https://doi.org/10.1109/IPDPSW.2014.147)
• Extracting and Aggregating Temporal Events from Text, 4th Temporal Web Analytics Workshop (TempWeb), Seoul, Korea, 2014
  Lars Döhling, Ulf Leser
  (Siehe online unter https://doi.org/10.1145/2567948.2579043)
• Fast computation of recurrences in long time series, (Geophysical Research Abstracts, Vol. 16, EGU2014-14824, 2014), General Assembly European Geosciences Union, Vienna 2014
  Tobias Rawald, Mike Sips, Norbert Marwan, Doris Dransch
  (Siehe online unter https://doi.org/10.1007/978-3-319-09531-8_2)
• Fast Computation of Recurrences in Long Time Series. - In: Marwan, N., Riley, M., Guiliani, A., Webber, C. (Eds.), Translational Recurrences. From Mathematical Theory to Real-World Applications, (Springer Proceedings in Mathematics and Statistics ; 103), p. 17-29, 2014
  Tobias Rawald, Mike Sips, Norbert Marwan, Doris Dransch
  (Siehe online unter https://doi.org/10.1007/978-3-319-09531-8_2)
• Fast Recurrence Quantification Analysis on GPUs. - In: NOLTA 2014 - International Symposium on Nonlinear Theory and its Applications, p. 325-329, 2014
  Tobias Rawald, Mike Sips, Marwan, Norbert Marwan, Doris Dransch
  
• Getting you faster to work: a genetic algorithm approach to the traffic assignment problem. Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion. ACM, 2014
  Daniel Cagara, Ana LC Bazzan, Björn Scheuermann
  (Siehe online unter https://doi.org/10.1145/2598394.2598419)
• Gradient-based taxis algorithms for network robotics
  Christian Blum, Verena V. Hafner
  
• Intuitive control of small flying robots, in Proceedings of the 2014 ACM/IEEE international conference on Humanrobot interaction, pp. 128–129, ACM, 2014
  Christian Blum, Oswald Berthold, Philipp Rhan, Verena V. Hafner
  (Siehe online unter https://doi.org/10.1145/2559636.2559826)
• Intuitive control of small flying robots. In Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction (HRI ’14), ACM, New York, NY, USA, 128-129
  Christian Blum, Oswald Berthold, Philipp Rhan, Verena V. Hafner
  (Siehe online unter https://doi.org/10.1145/2559636.2559826)
• Model-Based Test Design of Product Lines: Raising Test Design to the Product Line Level. IEEE International Conference on Software Testing, Verification and Validation (ICST), 10 pages, Cleveland, U.S.A., 4/2014
  Hartmut Lackner, Martin Thomas, Florian Wartenberg, Stephan Weißleder
  (Siehe online unter https://doi.ieeecomputersociety.org/10.1109/ICST.2014.16)
• Modeling Responsiveness of Decentralized Service Discovery in Wireless Mesh Networks, 17th International GI/ITG Conference on “Measurement, Modelling and Evaluation of Computing Systems” and “Dependability and Fault-Tolerance”, Bamberg, Germany, March 17-19, 2014
  Andreas Dittrich, Björn Lichtblau, Rafael Ribeiro Rezende, Miroslav Malek
  (Siehe online unter https://doi.org/10.1007/978-3-319-05359-2_7)
• Multi-Hypothesis Goal Modeling for a Humanoid Soccer Robot, in 'Proceedings of the 9th Workshop on Humanoid Soccer Robots, 14th IEEE- RAS International Conference on Humanoid Robots (Humanoids), 2014
  Marcus Scheunemann, Heinrich Mellmann
  
• New remote-sensing based approaches for modeling 3D vegetation information for ESS analyses in urban areas (Proceeding). Proc. IEEE-CPS International conference on computional science and its applications, Guimareas, Portugal, July 2014
  Johannes Schreyer, Tobia Lakes
  (Siehe online unter https://doi.org/10.1109/ICCSA.2014.30)
• Probabilistic Breadth-First Search – A Method for Evaluation of Network-Wide Broadcast Protocols, 6th IEEE/ACM/IFIP International Conference on New Technologies, Mobility and Security, NTMS 2014, Dubai, UAE, March 30 – April 2, 2014
  Björn Lichtblau, Andreas Dittrich
  (Siehe online unter https://doi.org/10.1109/NTMS.2014.6814046)
• Regionally Influential Users in Location-Aware Social Networks, Poster in Proceedings of the 22nd ACM International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS'14), Dallas, Texas, USA, November 4-7, 2014
  Panagiotis Bouros, Dimitris Sacharidis, Nikos Bikakis
  
• Remote-sensing based approaches for modeling 3D vegetation information in urban areas (Poster). 3rd workshop of the working group evaluation of remote sensing data by the DGPF, Berlin, Germany, October 2014
  Johannes Schreyer
  
• Responsiveness of Service Discovery in Wireless Mesh Networks, in 20th Pacific Rim International Symposium on Dependable Computing (PRDC), 2014
  Andreas Dittrich, Daniel Solis Herrera, Pablo Coto, Miroslaw Malek
  (Siehe online unter https://doi.ieeecomputersociety.org/10.1109/PRDC.2014.38)
• The Stratosphere Platform for Big Data Analytics. The VLDB Journal, Mai 2014
  Alexander Alexandrov, Rico Bergmann, Stephan Ewen, Johann-Christoph Freytag, Fabiean Hueske, Arvid Heise, Ode Kao, Markus Leich, Ulf Leser, Voker Markl, Felix Naumann, Mathias Peters, Astrid Rheinländer, Matthias J. Sax, Sebastian Schelter, Mareike Höger, Kostas Tzoumas, Daniel Warneke
  (Siehe online unter https://doi.org/10.1007/s00778-014-0357-y)
• Towards an ethical robot: Internal models, consequences and ethical action selection, in Advances in Autonomous Robotics Systems, pp. 85–96, Springer, 2014
  Alan F. T. Winfield, Christian Blum, Wenguo Liu
  (Siehe online unter https://doi.org/10.1007/978-3-319-10401-0_8)
• Towards Energy-Aware Ant Routing in Wireless Multi-Hop Networks, Technischer Bericht, Universität Münster, Dezember 2014
  Michael Frey, Mesut Günes, Friedrich Grosse
  
• Unsupervised learning of sensory primitives from optical flow fields. In A. P. del Pobil et al., editors, From Animals to Animats 13, volume 8575 of Lecture Notes in Computer Science, pages 188-197. Springer International Publishing, 2014
  Oswald Berthold, Verena V. Hafner
  
• Using Airborne LiDAR and QuickBird Data for Modelling Urban Tree Carbon Storage and Its Distribution - A Case Study of Berlin. Remote Sensing, 6, 10636-10655, 2014
  Johannes Schreyer, Jan Tigges, Tobia Lakes, Galina Churkina
  (Siehe online unter https://doi.org/10.3390/rs61110636)
• Cartographic Modelling for Automated Map Generation, Dissertation, Eindhoven University of Technology, Department of Mathematics and Computer Science, 2015, Eindhoven University of Technology Library, ISBN 978-90-386-3856-0.
  Andreas Reimer
  
• Closed-loop acquisition of behaviour on the Sphero robot, Accepted for Publication in the Proceedings of the European Conference on Artifical Life (ECAL) 2015 Conference, York, UK. MIT Press 2015
  Oswald Berthold, Verena V. Hafner
  
• Configurable Software Defined Radio System for two Way Time of Flight Ranging, Proceedings of the International Symposium on Signals, Systems and Electronics (ISSSE 2015), Gran Canaria, Spain, May 2015
  Vladica Sark, Eckhard Grass
  (Siehe online unter https://doi.org/10.1109/URSI-AT-RASC.2015.7302993)
• Efficient Point-based Trajectory Search, in Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong SAR, China, August 26-28, 2015
  Shuyao Qi, Panagiotis Bouros, Dimitris Sacharidis and Niko Mamoulis
  (Siehe online unter https://doi.org/10.1007/978-3-319-22363-6_10)
• Efficient Top-k Join Processing on Complex Data Types, HKU CS Tech Report TR-2015-03, Dec 2015 (PDF: 41 S.)
  Shuyao Qi, Panagiotis Bouros, Nikos Mamoulis
  
• Follow the Pheromone Trail – On Studying Ant Routing Algorithms in Simulation and Wireless Testbeds, Proceedings of the 18th Communications & Networking Symposium, part of the 2015 Spring Simulation Multiconference, SpringSim '15, Alexandria, VA, USA, April 2015
  Michael Frey, Mesut Günes
  
• Massively Parallel Analysis of Similarity Matrices on Heterogeneous Hardware. - In: Fischer, P. M., Alonso, G., Arenas, M., Geerts, F. (Eds.), Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), (CEUR Workshop Proceedings ; 1330), p. 56-62, 2015
  Tobias Rawald, Mike Sips, Norbert Marwan, Ulf Leser
  
• Model-based testing of dynamic component systems; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2015
  Siamak Haschemi
  (Siehe online unter https://doi.org/10.18452/17273)
• Model-driven development and simulation of distributed communication systems; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät II, 2015
  Mihal Brumbulli
  
• Modes of Inter-network Interaction in Beacon-Enabled IEEE 802.15.4 Networks, Proceedings of the 14th IFIP Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net 2015), Juni 2015
  Laura M. Feeney, Michael Frey, Viktoria Fodor, Mesut Günes
  (Siehe online unter https://doi.org/10.1109/MedHocNet.2015.7173294)
• Partner datenverarbeitender Services; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät, 2015
  Christoph Wagner
  
• Potential Errors and Test Assessment in Software Product Line Engineering (15 Seiten). ETAPS: 10th Model-Based Testing Workshop. 2015
  Hartmut Lackner, Martin Schmidt
  (Siehe online unter https://dx.doi.org/10.4204/EPTCS.180.4)
• Potential Errors and Test Assessment in Software Product Line Engineering. MBT 2015: p. 57-72, 2015
  Hartmut Lackner, Martin Schmidt
  (Siehe online unter https://dx.doi.org/10.4204/EPTCS.180.4)
• Service availability and discovery responsiveness – a user-perceived view on service dependability; Dissertation, Humboldt-Universität zu Berlin, Mathematisch-Naturwissenschaftliche Fakultät, 2015
  Andreas Dittrich
  
• TanDEM-X & UAV data for modeling 3D vegetation information in urban areas (Proceeding & Poster). Published in Proc. IEEE-CPS Joint Urban Remote Sensing Event (JURSE), Lausanne, Switzerland, March 2015
  Johannes Schreyer, Tobia Lakes
  
• Revealing Uncertainties in Land Change Modeling using probabilities. In: Transactions in GIS, Vol 20 Issue 4, August 2016, Pages 526-546
  Carsten Krüger, Tobia Lakes
  (Siehe online unter https://doi.org/10.1111/tgis.12161)
• TanDEM-X for large-area modeling of urban vegetation height – Evidence from Berlin, Germany. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), Volume: 9, Issue: 5, May 2016, pp. 1876-1887
  Johannes Schreyer, Christian Geiß, Tobia Lakes
  (Siehe online unter https://dx.doi.org/10.1109/JSTARS.2015.2508660)