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Dembczynski, K., Waegeman, W., Cheng, W., &; Hüllermeier, E. (2012). On label dependence and loss  minimization in multi-label classification. Machine Learning, 88(1–2), 5–45.
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Shaker, A., &; Hüllermeier, E. (2012). IBL Streams: A system for instance-based classification and regression on data streams. Evolving Systems, 3(4), 235–249.
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Dolorez Ruiz, M., &; Hüllermeier, E. (2012). A formal and empirical analysis of the fuzzy gamma rank correlation coefficient. Information Sciences, 206, 1–17.
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Fallah Tehrani, A., Cheng, W., &; Hüllermeier, E. (2012). Preference learning using the Choquet integral: The case of multipartite ranking. IEEE Transactions on Fuzzy Systems, 20(6), 1102–1113.
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Fober, T., Mernberger, M., Klebe, G., &; Hüllermeier, E. (2012). Fingerprint kernels for protein structure comparison. Molecular Informatics, 31(6–7), 443–452.
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Hüllermeier, E., Rifqi, M., Henzgen, S., &; Senge, R. (2012). Comparing fuzzy partitions: A generalization of the Rand index and related measures. IEEE Transactions on Fuzzy Systems, 20(3), 546–556.
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Senge, R., Fober, T., Nasiri, N., &; Hüllermeier, E. (2012). Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung. At-Atomatisierungstechnik, 60(10), 622–629.
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Suess, T., Koch, C., Jähn, C., Fischer, M., &; Meyer auf der Heide, F. (2012). Asynchronous Occlusion Culling on Heterogeneous PC Clusters for Distributed 3D Scenes. Advances in Visual Computing, 7431, 502–512.https://doi.org/10.1007/978-3-642-33179-4_48 
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Cheng, W., Hüllermeier, E., Waegeman, W., &; Welker, V. (2012). Label ranking with partial abstention based on thresholded probalistic models. In In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA.
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Cheng, W., &; Hüllermeier, E. (2012). Probability estimation for mulit-class classification based on label ranking. In Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK.
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Dembczynski, K., Kotlowski, W., &; Hüllermeier, E. (2012). Consistent multilabel ranking through univariate loss minimization. In J. Langford &; J. Pineau (Eds.), in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland.
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Dembczynski, K., Waegeman, W., &; Hüllermeier, E. (2012). An analysis of chaining in multi-label classification. In In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France  (pp. 294–299). IOS Press.
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Lewis, P., Platzner, M., &; Yao, X. (2012). An outlook for self-awareness in computing systems. Awareness Magazine.
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Vanderperren, Y., Müller, W., He, D., Mischkalla, F., &; Dahaene, W. (2012). Extending UML for Electronic Systems Design: A Code Generation Perspective. In G. Nicolescu, I. O’Connor, &; C. Piguet (Eds.), Design Technology for Heterogeneous Embedded Systems (1st Edition. Auflage, pp. 13–39). Springer Verlag.
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Klobedanz, K., Müller, W., &; Rettberg, A. (2012). An Approach for Self-Reconfiguring and Fault-Tolerant Distributed Real-Time Systems. IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops.https://doi.org/10.1109/ISORCW.2012.41 
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Oliveira, M. F., Kuznik, C., Müller, W., Esen, V., &; Ecker, W. (2012). Towards an Enhanced UVM for SystemC. Proceedings of the Design &; Verification Conference (DVCon).
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Xie, T., Müller, W., &; Letombe, F. (2012). Mutation-Analysis Driven Functional Verification of a Soft Microprocessor. Proceedings of SO.https://doi.org/10.1109/SOCC.2012.6398362 
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Xie, T., &; Müller, W. (2012). An IP-XACT-TO-SystemC Model Generator for Mutation Analysis. Proceedings of the MeCoES’12.
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Gharibian, S., &; Kempe, J. (2012). Hardness of Approximation for Quantum Problems. In A. Czumaj, K. Mehlhorn, A. Pitts, &; R. Wattenhofer (Eds.), International Colloquium on Automata, Languages, and Programming (ICALP 2012) (pp. 387–398). Springer Berlin Heidelberg.https://doi.org/10.1007/978-3-642-31594-7_33 
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Gharibian, S., &; Kempe, J. (2012). Approximation Algorithms for QMA-Complete Problems. SIAM Journal on Computing, 41(4), 1028–1050.https://doi.org/10.1137/110842272 
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Gharibian, S. (2012). Quantifying nonclassicality with local unitary operations. Physical Review A, 86, 042106.https://doi.org/10.1103/PhysRevA.86.042106 
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Meyer, B., Schumacher, J., Plessl, C., &; Förstner, J. (2012). Convey Vector Personalities – FPGA Acceleration with an OpenMP-like Effort? Proc. Int. Conf. on Field Programmable Logic and Applications (FPL), 189–196.https://doi.org/10.1109/FPL.2012.6339370 
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Schumacher, T., Plessl, C., &; Platzner, M. (2012). IMORC: An Infrastructure and Architecture Template for Implementing High-Performance Reconfigurable FPGA Accelerators. Microprocessors and Microsystems, 36(2), 110–126.https://doi.org/10.1016/j.micpro.2011.04.002 
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Happe, M., Hangmann, H., Agne, A., &; Plessl, C. (2012). Eight Ways to put your FPGA on Fire – A Systematic Study of Heat Generators. Proceedings of the International Conference on Reconfigurable Computing and FPGAs (ReConFig), 1–8.https://doi.org/10.1109/ReConFig.2012.6416745 
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Kenter, T., Plessl, C., &; Schmitz, H. (2012). Pragma based parallelization - Trading hardware efficiency for ease of use? Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), 1–8.https://doi.org/10.1109/ReConFig.2012.6416773 
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Happe, M., Agne, A., Plessl, C., &; Platzner, M. (2012). Hardware/Software Platform for Self-aware Compute Nodes. Proceedings of the Workshop on Self-Awareness in Reconfigurable Computing Systems (SRCS), 8–9.
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Barrio, P., Carreras, C., Sierra, R., Kenter, T., &; Plessl, C. (2012). Turning control flow graphs into function calls: Code generation for heterogeneous architectures. Proceedings of the International Conference on High Performance Computing and Simulation (HPCS), 559–565.https://doi.org/10.1109/HPCSim.2012.6266973 
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Rüthing, C., Happe, M., Agne, A., &; Plessl, C. (2012). Exploration of Ring Oscillator Design Space for Temperature Measurements on FPGAs. Proceedings of the International Conference on Field Programmable Logic and Applications (FPL), 559–562.https://doi.org/10.1109/FPL.2012.6339370 
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Beisel, T., Wiersema, T., Plessl, C., &; Brinkmann, A. (2012). Programming and Scheduling Model for Supporting Heterogeneous Accelerators in Linux. Proc. Workshop on Computer Architecture and Operating System Co-Design (CAOS).
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Grad, M., &; Plessl, C. (2012). On the Feasibility and Limitations of Just-In-Time Instruction Set Extension for FPGA-based Reconfigurable Processors. Int. Journal of Reconfigurable Computing (IJRC).https://doi.org/10.1155/2012/418315 
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Brockhoff, D., Wagner, T., &; Trautmann, H. (2012). On the Properties of thehttps://doi.org/10.1145/2330163.2330230__Indicator. Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 465–472.https://doi.org/10.1145/2330163.2330230 
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Bischl, B., Mersmann, O., Trautmann, H., &; Preuß, M. (2012). Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning. Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 313–320.https://doi.org/10.1145/2330163.2330209 
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Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., &; Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. In Y. Hamadi &; M. Schoenauer (Eds.), Learning and Intelligent Optimization (pp. 115–129). Springer Berlin Heidelberg.https://doi.org/10.1007/978-3-642-34413-8_9 
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Bischl, B., Mersmann, O., Trautmann, H., &; Weihs, C. (2012). Resampling Methods in Model Validation. Evolutionary Computation Journal, 20(2), 249–275.https://doi.org/10.1162/EVCO_a_00069 
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Rudolph, G., Trautmann, H., &; Schütze, O. (2012). Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. At-Automatisierungstechnik, 60, 610–621.https://doi.org/10.1524/auto.2012.1033 
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Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., &; Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, 115–129.
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Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., &; Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. In Learning and Intelligent Optimization (Vol. 7219, pp. 115–129). Springer Berlin Heidelberg.https://doi.org/10.1007/978-3-642-34413-8_9 
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Kuznik, C., Oliveira, M. F., &; Müller, W. (2012). SYSTEMC UVM VERIFICATION COMPONENTS. Design, Automation and Test in Europe DATE.
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Korzeniowski, M. (2011). Dynamic Load Balancing in Peer-to-Peer Networks (Vol. 289). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.
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Briest, P., Krysta, P., &; Hoefer, M. (2011). Stackelberg Network Pricing Games. Algorithmica, 62, 733–753.https://doi.org/10.1007/s00453-010-9480-3 
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Jähn, C., Petring, R., &; Eikel, B. (2011). PADrend: Platform for Algorithm Development and Rendering. Augmented &; Virtual Reality in Der Produktentstehung, 295, 159--170.
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Hamann, H., Schmickl, T., Crailsheim, K., Krasnogor, N., &; Luca Lanzi, P. (2011). Coupled inverted pendulums: A benchmark for evolving decentral controllers in modular robotics. In Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011 (pp. 195--202).https://doi.org/10.1145/2001576.2001604 
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Hamann, H., Schmickl, T., &; Crailsheim, K. (2011). Thermodynamics of Emergence: Langton’s Ant Meets Boltzmann. In IEEE Symposium on Artificial Life (IEEE ALIFE 2011) (pp. 62--69).https://doi.org/10.1109/ALIFE.2011.5954660 
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Hamann, H., Schmickl, T., &; Crailsheim, K. (2011). Evolving for Creativity: Maximizing Complexity in a Self-organized Multi-particle System. In 10th European Conference on Artificial Life (ECAL’09) (Vol. 5777, pp. 442--449).https://doi.org/10.1007/978-3-642-21283-3_55 
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Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., Thenius, R., &; Fitch, R. (2011). Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples for Adaptive Reaction-Diffusion Controllers. In Robotic Organisms: Artificial Homeostatic Hormone System and Virtual Embryogenesis as Examples.
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Hamann, H., &; Schmickl, T. (2011). BEECLUST: A Swarm Algorithm Derived from Honeybees. In Y. Xiao (Ed.), Bio-inspired Computing and Communication Networks. Boca Raton, FL, USA: CRC Press.
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Hamann, H., Karsai, I., Schmickl, T., Stradner, J., Crailsheim, K., Thenius, R.,  Szathmary, E. (2011). Evolving a novel bio-inspired controller in reconfigurable robots. In Advances in Artificial Life, 10th European Conference, ECAL 2009 (pp. 132--139).
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Hamann, H., Schmickl, T., Crailsheim, K., Thenius, R., &; Kengyel, D. (2011). Embodiment of Honeybee’s Thermotaxis in a Mobile Robot Swarm. In 10th European Conference on Artificial Life (ECAL’09).https://doi.org/10.1007/978-3-642-21314-4_9 
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Hamann, H., Schmickl, T., &; Crailsheim, K. (2011). Explaining Emergent Behavior in a Swarm System Based on an Inversion of the Fluctuation Theorem. In T. Lenaerts, M. Giacobini, H. Bersini, P. Bourgine, M. Dorigo, &; R. Doursat (Eds.), Advances in Artificial Life, ECAL 2011: Proceedings of the 11th European Conference on the Synthesis and Simulation of Living Systems (pp. 302--309). MIT Press.
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Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., &; Winkler, L. (2011). Major Feedback Loops Supporting Artificial Evolution in Multi-modular Robotics. In New Horizons in Evolutionary Robotics. Berlin, Heidelberg: Springer.https://doi.org/10.1007/978-3-642-18272-3_13 
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Schmickl, T., Hamann, H., &; Crailsheim, K. (2011). Modelling a hormone-inspired controller for individual- and multi-modular robotic systems. Mathematical and Computer Modelling of Dynamical Systems, 17(3), 221–242.https://doi.org/10.1080/13873954.2011.557862 
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Böttger, T. (2011). Bicriteria-Approximation für das k-Median-Clustering mit Bregman-Divergenzen.
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Hosseinimehr, M., &; Montealegre, N. (2011). Implementation of a Singular Value Decomposition Module on an FPGA. The 23rd IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2011).
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Jungmann, A., &; Kleinjohann, B. (2011). Automatic Feature Classification for Object Detection based on Motion Analysis. Proceedings of the 5th International Conference on Automation, Robotics and Applications (ICARA).
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Stern, C., Rasche, C., Kleinjohann, L., &; Kleinjohann, B. (2011). Towards Using Virtual Forces for Image Registration. The 5th International Conference on Automation, Robotics and Applications (ICARA 2011).
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Dannewitz, C., &; al,  et. (2011). How to manage and Search/Retrieve Information Objects. In Architecture and Design for the Future Internet.
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Dannewitz, C., &; al,  et. (2011). Integrating Generic Paths and NetInf. In Architecture and Design for the Future Internet.
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Rasche, C., Stern, C., Kleinjohann, L., &; Kleinjohann, B. (2011). A Distributed Multi-UAV Path Planning Approach for 3D Environments. The 5th International Conference on Automation, Robotics and Applications (ICARA 2011).
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Mathews, E., Graf, T., &; Kulathunga, K. S. S. B. (2011). A Bio-inspired Coverage and Connectivity Maintenance Algorithm. Sixth International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems.
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Kuznik, C., &; Müller, W. (2011). Aspect enhanced functional coverage driven verification in the SystemC HDVL. Proc. of the 8th International SoC Design Conference 2011 (ISOCC 2011).
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Xie, T., &; Müller, W. (2011). IP-XACT based System Level Mutation Testing. Proceedings of the 16th IEEE International High Level Design Validation and Test Workshop (HLDVT).
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Henkler, S., Oberthür, S., Giese, H., &; Seibel, A. (2011). Model-driven runtime resource predictions for advanced mechatronic systems with dynamic data structures. International Journal of Computer Systems Science &; Engineering 26 (6).
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Baldin, D., Grösbrink, S., &; Oberthür, S. (2011). Enabling Constraint-based Binary Reconfiguration by Binary Analysis. International Journal on Computing (JoC) 1(4).
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Bin Tariq, F. (2011). F-DRARE: A Framework for Deterministic runtime adaptation of Cyber Physical Systems.  1st International Workshop on Adaptive Services for the Future Internet, 4th European Conference, ServiceWave 2011.
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Orfanus, D., Janacik, P., Eliassen, F., &; Orten, P. (2011). High-Level Construction of Emergent Self-Organizing Behavior in Massively Distributed Embedded Systems. Proceedings of Third World Congress on Nature and Biologically Inspired Computing (NaB).
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Xie, T., &; Müller, W. (2011). HDL-Mutation Based Simulation Data Generation by Propagation Guided Search. Proceedings of the 14th Euromicro Conference on Digital System Design (DSD).
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Jungmann, A., Lutterbeck, J., Werdehausen, B., &; Kleinjohann, B. (2011). A Test Bed for Investigating Self-X Properties in Multi-Robot Societies. Proceedings of the 9th IEEE International Conference on Industrial Informatics (INDIN). 26. - 29. Jul. 2011.
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Gausemeier, J., Schierbaum, T., Dumitrescu, R., Herbrechtsmeier, S., &; Jungmann, A. (2011). Miniature Robot BeBot: Mechatronic Test Platform for Self-X Properties. Proceedings of the 9th IEEE International Conference on Industrial Informatics (INDIN). 26. - 29. Jul. 2011.
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Thuy, A. (2011).  Comparison of periodic and aperiodic task models for cyber-physical-systems. Reconfigurable Communication-Centric Systems-on-Chip (ReCoSoC), 2011 6th International Workshop On . 20. - 22. Jun. 2011.
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Kuznik, C., &; Müller, W. (2011). Verification Closure of SystemC Designs with Functional Coverage. North American SystemC User Group Meeting (16th). Jun. 2011 - 16th North American User Group Meeting (NASCUG).
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Mathews, E., &; Frey, H. (2011). A Localized Planarization Algorithm for Realistic Wireless Networks. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 1–9.
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Becker, M., Zabel, H., Müller, W., Elfeky, A., &; DiPasquale, A. (2011). Virtual Prototyping softwareintensiver mechatronischer Systeme – Eine Fallstudie. 8. Paderborner Workshop Entwurf Mechatronischer Systeme, Band 294, 294, 315–327.
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Rasche, C., Stern, C., Kleinjohann, L., &; Kleinjohann, B. (2011). Coordinated Exploration and Goal-Oriented Path Planning using Multiple UAVs. ThinkMind, International Journal On Advances in Software 3 (3&;4), 351–370.
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Khaluf, Y., Mathews, E., &; Rammig, F.-J. (2011).  Self-Organized Cooperation in Swarm Robotics. 14th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW), 217–226.
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Klobedanz, K., König, A., &; Müller, W. (2011). A Reconfiguration Approach for Fault-Tolerant FlexRay Networks. Proceedings of Design, Automation, Test Europe - DA.
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Klobedanz, K., König, A., Müller, W., &; Rettberg, A. (2011). Self-Reconfiguration for Fault-Tolerant FlexRay Networks. Second IEEE Workshop on Self-Organizing Real-Time Systems - SORT 2011.
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Kuznik, C., &; Müller, W. (2011). Functional Coverage-driven Verification with SystemC on Multiple Level of Abstraction. Proceedings of DVCON .
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Mischkalla, F., He, D., &; Müller, W. (2011). A Retargetable SysML-based Front-End for High-Level Synthesis. Proceedings of 2nd Workshop on Model Based Engineering for Embedded Systems Design (M-BED).
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He, D., Mischkalla, F., &; Müller, W. (2011). A SysML-based Framework with QEMU-SystemC Code Generation. Proceedings of 1st International QEMU Users Forum.
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Becker, M. (2011). QEMU/SystemC Cosimulation at Different Abstraction Levels. 1st International QEMU Users Forum (QUF’11).
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Adelt, P., Esau, N., Hölscher, C., Kleinjohann, B., Kleinjohann, L., Krüger, M., &; Zimmer, D. (2011). Hybrid Planning for Self-Optimization in Railbound Mechatronic Systems. In  Intelligent Mechatronics; Kapitel 10 (pp. 169–194). InTech Open Access Publisher.
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Gnokam Defo, G. B., &; Müller, W. (2011). Synchronisation eines SystemC Restbus-Simulators mit einem Hardware-In-the-Loop FlexRay Netzwerk. Methoden Und Beschreibungssprachen Zur Modellierung Und Verifikation von Schaltungen Und Systemen (MBMV).
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Khaluf, L., Gerth, C., &; Engels, G. (2011). Pattern-Based Modeling and Formalizing of Business Process Quality Constraints. Proceedings of the 23rd International Conference on Advanced Information Systems Engineering (CAiSE’11), 521–535.
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Kuznik, C., &; Müller, W. (2011). Native binary mutation analysis for embedded software and virtual prototypes in SystemC. Proceedings of the 17th IEEE Pacific Rim International Symposium on Dependable Computing.
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Esau, N., &; Kleinjohann, L. (2011). Emotional Robot Competence and Its Use in Robot Behavior Control. In Emotional Engineering (pp. 119–142). Springer-Verlag London.
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Jungmann, A., Lutterbeck, J., Werdehausen, B., Kleinjohann, B., &; Kleinjohann, L. (2011). Towards a Real-World Scenario for Investigating Organic Computing Principles in Heterogeneous Societies of Robots. Proceedings of the 2011 Workshop on Organic Computing, 41–50.
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Jungmann, A., Kleinjohann, B., &; Richert, W. (2011). A Fast Hierarchical Learning Approach for Autonomous Robots. In Organic Computing — A Paradigm Shift for Complex Systems, Autonomic Systems (pp. 545–558). Springer Basel.https://doi.org/10.1007/978-3-0348-0130-0_36 
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Jungmann, A., Kleinjohann, B., &; Richert, W. (2011). Increasing Learning Speed by Imitation in Multi-robot Societies. In Organic Computing — A Paradigm Shift for Complex Systems, Autonomic Systems, Band 1  (pp. 295–307). Springer Basel.https://doi.org/10.1007/978-3-0348-0130-0_19 
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Wachsmuth, H., &; Bujna, K. (2011). Back to the Roots of Genres: Text Classification by Language Function. In B. Berendt, A. de Vries, W. Fan, C. Macdonald, I. Ounis, &; I. Ruthven (Eds.), Proceedings of 5th International Joint Conference on Natural Language Processing (pp. 632–640).
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Wachsmuth, H., Stein, B., &; Engels, G. (2011). Constructing Efficient Information Extraction Pipelines. In B. Berendt, A. de Vries, W. Fan, C. Macdonald, I. Ounis, &; I. Ruthven (Eds.), 20th ACM International Conference on Information and Knowledge Management (pp. 2237–2240).
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Märtens, M. (2011). The Monotone Complexity of Computing k-Clique on Random Graphs.
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Naewe, S. (2011). Algorithms for lattice problems with respect to general norms. Universität Paderborn.
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Ackermann, M. R., Blömer, J., &; Scholz, C. (2011). Hardness and Non-Approximability of Bregman Clustering Problems.
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Blömer, J. (2011). How to Share a Secret. In Algorithms Unplugged (pp. 159–168). Berlin, Heidelberg: Springer Berlin Heidelberg.https://doi.org/10.1007/978-3-642-15328-0_17 
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