Dembczynski, K., W. Waegeman, W. Cheng, and Eyke Hüllermeier. “On Label Dependence and Loss  Minimization in Multi-Label Classification.” Machine Learning 88, no. 1–2 (2012): 5–45.
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Shaker, Ammar, and Eyke Hüllermeier. “IBL Streams: A System for Instance-Based Classification and Regression on Data Streams.” Evolving Systems 3, no. 4 (2012): 235–49.
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Dolorez Ruiz, M., and Eyke Hüllermeier. “A Formal and Empirical Analysis of the Fuzzy Gamma Rank Correlation Coefficient.” Information Sciences 206 (2012): 1–17.
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Fallah Tehrani, A., W. Cheng, and Eyke Hüllermeier. “Preference Learning Using the Choquet Integral: The Case of Multipartite Ranking.” IEEE Transactions on Fuzzy Systems 20, no. 6 (2012): 1102–13.
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Fober, T., M. Mernberger, G. Klebe, and Eyke Hüllermeier. “Fingerprint Kernels for Protein Structure Comparison.” Molecular Informatics 31, no. 6–7 (2012): 443–52.
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Hüllermeier, Eyke, M. Rifqi, Sascha Henzgen, and Robin Senge. “Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures.” IEEE Transactions on Fuzzy Systems 20, no. 3 (2012): 546–56.
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Senge, Robin, T. Fober, N. Nasiri, and Eyke Hüllermeier. “Fuzzy Pattern Trees: Ein Alternativer Ansatz Zur Fuzzy-Modellierung.” At-Atomatisierungstechnik 60, no. 10 (2012): 622–29.
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Suess, Tim, Clemens Koch, Claudius Jähn, Matthias Fischer, and Friedhelm Meyer auf der Heide. “Asynchronous Occlusion Culling on Heterogeneous PC Clusters for Distributed 3D Scenes.”https://doi.org/10.1007/978-3-642-33179-4_48__In Advances in Visual Computing, 7431:502–12. Lecture Notes in Computer Science. Berlin, Heidelberg, 2012.https://doi.org/10.1007/978-3-642-33179-4_48 .
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Cheng, W., Eyke Hüllermeier, W. Waegeman, and V. Welker. “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, 2012.
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Cheng, W., and Eyke Hüllermeier. “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, 2012.
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Dembczynski, K., W. Kotlowski, and Eyke Hüllermeier. “Consistent Multilabel Ranking through Univariate Loss Minimization.” In In Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland, edited by J. Langford and J. Pineau, 2012.
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Dembczynski, K., W. Waegeman, and Eyke Hüllermeier. “An Analysis of Chaining in Multi-Label Classification.” In In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France , 294–99. IOS Press, 2012.
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Lewis, Peter, Marco Platzner, and Xin Yao. An Outlook for Self-Awareness in Computing Systems. Awareness Magazine, 2012.
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Hüllermeier, Eyke. “Fuzzy Rules in Data Mining: From Fuzzy Associations to Gradual Dependencies.” In Combining Experimentation and Theory, edited by E. Trillas, P.P. Bonissone, L. Magdalena, and J. Kacprzyk, 271:123–35. Studies in Fuzziness and Soft Computing. Springer, 2012.
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Vanderperren, Yves, Wolfgang Müller, Da He, Fabian Mischkalla, and Wim Dahaene. “Extending UML for Electronic Systems Design: A Code Generation Perspective.” In Design Technology for Heterogeneous Embedded Systems, edited by Gabriela Nicolescu, Ian O’Connor, and Christian Piguet, 1st Edition. Auflage., 13–39. Springer Verlag, 2012.
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Klobedanz, Kay, Wolfgang Müller, and Achim Rettberg. “An Approach for Self-Reconfiguring and Fault-Tolerant Distributed Real-Time Systems.”https://doi.org/10.1109/ISORCW.2012.41__Shenzhen, China : IEEE, 2012.https://doi.org/10.1109/ISORCW.2012.41 .
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Oliveira, M. F., Christoph Kuznik, Wolfgang Müller, V. Esen, and W. Ecker. “Towards an Enhanced UVM for SystemC.” In Proceedings of the Design &; Verification Conference (DVCon). San Jose, 2012.
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Xie, Tao , Wolfgang Müller, and Florian Letombe. “Mutation-Analysis Driven Functional Verification of a Soft Microprocessor.”https://doi.org/10.1109/SOCC.2012.6398362__In Proceedings of SO.https://doi.org/10.1109/SOCC.2012.6398362__Niagara Falls, NY, USA : IEEE, 2012.https://doi.org/10.1109/SOCC.2012.6398362 .
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Xie, Tao, and Wolfgang Müller. “An IP-XACT-TO-SystemC Model Generator for Mutation Analysis.” In Proceedings of the MeCoES’12. Tampere, Finnland, 2012.
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Gharibian, Sevag, and Julia Kempe. “Hardness of Approximation for Quantum Problems.”https://doi.org/10.1007/978-3-642-31594-7_33__In International Colloquium on Automata, Languages, and Programming (ICALP 2012), edited by Artur Czumaj, Kurt Mehlhorn, Andrew Pitts, and Roger Wattenhofer, 387–98. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.https://doi.org/10.1007/978-3-642-31594-7_33 .
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Gharibian, Sevag, and Julia Kempe. “Approximation Algorithms for QMA-Complete Problems.”https://doi.org/10.1137/110842272__SIAM Journal on Computing 41, no. 4 (2012): 1028–50.https://doi.org/10.1137/110842272 .
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Gharibian, Sevag. “Quantifying Nonclassicality with Local Unitary Operations.”https://doi.org/10.1103/PhysRevA.86.042106__Physical Review A 86 (2012): 042106.https://doi.org/10.1103/PhysRevA.86.042106 .
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Meyer, Björn, Jörn Schumacher, Christian Plessl, and Jens Förstner. “Convey Vector Personalities – FPGA Acceleration with an OpenMP-like Effort?”https://doi.org/10.1109/FPL.2012.6339370__In Proc. Int. Conf. on Field Programmable Logic and Applications (FPL), 189–96. IEEE, 2012.https://doi.org/10.1109/FPL.2012.6339370 .
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Schumacher, Tobias, Christian Plessl, and Marco Platzner. “IMORC: An Infrastructure and Architecture Template for Implementing High-Performance Reconfigurable FPGA Accelerators.”https://doi.org/10.1016/j.micpro.2011.04.002__Microprocessors and Microsystems 36, no. 2 (2012): 110–26.https://doi.org/10.1016/j.micpro.2011.04.002 .
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Happe, Markus, Hendrik Hangmann, Andreas Agne, and Christian Plessl. “Eight Ways to Put Your FPGA on Fire – A Systematic Study of Heat Generators.”https://doi.org/10.1109/ReConFig.2012.6416745__In Proceedings of the International Conference on Reconfigurable Computing and FPGAs (ReConFig), 1–8. IEEE, 2012.https://doi.org/10.1109/ReConFig.2012.6416745 .
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Kenter, Tobias, Christian Plessl, and Henning Schmitz. “Pragma Based Parallelization - Trading Hardware Efficiency for Ease of Use?”https://doi.org/10.1109/ReConFig.2012.6416773__In Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), 1–8. IEEE, 2012.https://doi.org/10.1109/ReConFig.2012.6416773 .
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Happe, Markus, Andreas Agne, Christian Plessl, and Marco Platzner. “Hardware/Software Platform for Self-Aware Compute Nodes.” In Proceedings of the Workshop on Self-Awareness in Reconfigurable Computing Systems (SRCS), 8–9, 2012.
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Barrio, Pablo, Carlos Carreras, Roberto Sierra, Tobias Kenter, and Christian Plessl. “Turning Control Flow Graphs into Function Calls: Code Generation for Heterogeneous Architectures.”https://doi.org/10.1109/HPCSim.2012.6266973__In Proceedings of the International Conference on High Performance Computing and Simulation (HPCS), 559–65. IEEE, 2012.https://doi.org/10.1109/HPCSim.2012.6266973 .
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Rüthing, Christoph, Markus Happe, Andreas Agne, and Christian Plessl. “Exploration of Ring Oscillator Design Space for Temperature Measurements on FPGAs.”https://doi.org/10.1109/FPL.2012.6339370__In Proceedings of the International Conference on Field Programmable Logic and Applications (FPL), 559–62. IEEE, 2012.https://doi.org/10.1109/FPL.2012.6339370 .
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Beisel, Tobias, Tobias Wiersema, Christian Plessl, and André Brinkmann. “Programming and Scheduling Model for Supporting Heterogeneous Accelerators in Linux.” In Proc. Workshop on Computer Architecture and Operating System Co-Design (CAOS), 2012.
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Grad, Mariusz, and Christian Plessl. “On the Feasibility and Limitations of Just-In-Time Instruction Set Extension for FPGA-Based Reconfigurable Processors.”https://doi.org/10.1155/2012/418315__Int. Journal of Reconfigurable Computing (IJRC), 2012.https://doi.org/10.1155/2012/418315 .
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Brockhoff, Dimo, Tobias Wagner, and Heike Trautmann. “On the Properties of thehttps://doi.org/10.1145/2330163.2330230__Indicator.”https://doi.org/10.1145/2330163.2330230__In Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 465–472. GECCO ’12. New York, NY, USA: Association for Computing Machinery, 2012.https://doi.org/10.1145/2330163.2330230 .
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Bischl, Bernd, Olaf Mersmann, Heike Trautmann, and Mike Preuß. “Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning.”https://doi.org/10.1145/2330163.2330209__In Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 313–320. GECCO ’12. New York, NY, USA: Association for Computing Machinery, 2012.https://doi.org/10.1145/2330163.2330209 .
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Mersmann, Olaf, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, and Frank Neumann. “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.”https://doi.org/10.1007/978-3-642-34413-8_9__In Learning and Intelligent Optimization, edited by Youssef Hamadi and Marc Schoenauer, 115–129. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.https://doi.org/10.1007/978-3-642-34413-8_9 .
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Bischl, B, O Mersmann, Heike Trautmann, and C Weihs. “Resampling Methods in Model Validation.”https://doi.org/10.1162/EVCO_a_00069__Evolutionary Computation Journal 20, no. 2 (2012): 249–275.https://doi.org/10.1162/EVCO_a_00069 .
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Rudolph, G, Heike Trautmann, and O Schütze. “Homogene Approximation Der Paretofront Bei Mehrkriteriellen Kontrollproblemen.”https://doi.org/10.1524/auto.2012.1033__At-Automatisierungstechnik 60 (2012): 610–621.https://doi.org/10.1524/auto.2012.1033 .
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Mersmann, Olaf, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, and Frank Neumann. “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.” In Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, 115–129. LION 6. Berlin, Heidelberg: Springer-Verlag, 2012.
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Mersmann, Olaf, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, and Frank Neumann. “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.”https://doi.org/10.1007/978-3-642-34413-8_9__In Learning and Intelligent Optimization, 7219:115–129. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.https://doi.org/10.1007/978-3-642-34413-8_9 .
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Kuznik, Christoph, Marcio F. Oliveira, and Wolfgang Müller. “SYSTEMC UVM VERIFICATION COMPONENTS.” Design, Automation and Test in Europe DATE, 2012.
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Korzeniowski, Miroslaw. Dynamic Load Balancing in Peer-to-Peer Networks. Vol. 289. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011.
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Briest, Patrick, Piotr Krysta, and Martin Hoefer. “Stackelberg Network Pricing Games.”https://doi.org/10.1007/s00453-010-9480-3__Algorithmica 62 (2011): 733–753.https://doi.org/10.1007/s00453-010-9480-3 .
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Jähn, Claudius, Ralf Petring, and Benjamin Eikel. “PADrend: Platform for Algorithm Development and Rendering.” In Augmented &; Virtual Reality in Der Produktentstehung, 295:159--170. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2011.
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Hamann, Heiko, Thomas Schmickl, Karl Crailsheim, Natalio Krasnogor, and Pier Luca Lanzi. “Coupled Inverted Pendulums: A Benchmark for Evolving Decentral Controllers in Modular Robotics.”https://doi.org/10.1145/2001576.2001604__In Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, 195--202, 2011.https://doi.org/10.1145/2001576.2001604 .
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Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Thermodynamics of Emergence: Langton’s Ant Meets Boltzmann.”https://doi.org/10.1109/ALIFE.2011.5954660__In IEEE Symposium on Artificial Life (IEEE ALIFE 2011), 62--69, 2011.https://doi.org/10.1109/ALIFE.2011.5954660 .
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Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Evolving for Creativity: Maximizing Complexity in a Self-Organized Multi-Particle System.”https://doi.org/10.1007/978-3-642-21283-3_55__In 10th European Conference on Artificial Life (ECAL’09), 5777:442--449, 2011.https://doi.org/10.1007/978-3-642-21283-3_55 .
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Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, Rona Thenius, and Robert Fitch. “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, 2011.
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Hamann, Heiko, and Thomas Schmickl. “BEECLUST: A Swarm Algorithm Derived from Honeybees.” In Bio-Inspired Computing and Communication Networks, edited by Yang Xiao. Boca Raton, FL, USA: CRC Press, 2011.
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Hamann, Heiko, Istvan Karsai, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, Ronald Thenius, Gyoergy Kampis, and Eoers Szathmary. “Evolving a Novel Bio-Inspired Controller in Reconfigurable Robots.” In Advances in Artificial Life, 10th European Conference, ECAL 2009, 132--139, 2011.
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Hamann, Heiko, Thomas Schmickl, Karl Crailsheim, Ronald Thenius, and Daniela Kengyel. “Embodiment of Honeybee’s Thermotaxis in a Mobile Robot Swarm.”https://doi.org/10.1007/978-3-642-21314-4_9__In 10th European Conference on Artificial Life (ECAL’09), 2011.https://doi.org/10.1007/978-3-642-21314-4_9 .
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Hamann, Heiko, Thomas Schmickl, and Karl Crailsheim. “Explaining Emergent Behavior in a Swarm System Based on an Inversion of the Fluctuation Theorem.” In Advances in Artificial Life, ECAL 2011: Proceedings of the 11th European Conference on the Synthesis and Simulation of Living Systems, edited by Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, and Rene Doursat, 302--309. MIT Press, 2011.
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