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5685 Publications


2014 | Journal Article | LibreCat-ID: 16077
Busa-Fekete, Robert, et al. “Preference-Based Reinforcement Learning: Evolutionary Direct Policy Search Using a Preference-Based Racing Algorithm.” Machine Learning, vol. 97, no. 3, 2014, pp. 327–51.
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2014 | Journal Article | LibreCat-ID: 16078
Krempl, G., et al. “Open Challenges for Data Stream Mining Research.” SIGKDD Explorations, vol. 16, no. 1, 2014, pp. 1–10.
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2014 | Journal Article | LibreCat-ID: 16079
Strickert, M., et al. “Correlation-Based Embedding of Pairwise Score Data.” Neurocomputing, vol. 141, 2014, pp. 97–109.
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2014 | Journal Article | LibreCat-ID: 16080
Shaker, Ammar, and Eyke Hüllermeier. “Survival Analysis on Data Streams: Analyzing Temporal Events in Dynamically Changing Environments.” International Journal of Applied Mathematics and Computer Science, vol. 24, no. 1, 2014, pp. 199–212.
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2014 | Journal Article | LibreCat-ID: 16082
Senge, Robin, et al. “Reliable Classification: Learning Classifiers That Distinguish Aleatoric and Epistemic Uncertainty.” Information Sciences, vol. 255, 2014, pp. 16–29.
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2014 | Journal Article | LibreCat-ID: 16083
Donner-Banzhoff, N., et al. “The Comprehensive Diagnostic Study Is Suggested as a Design to Model the Diagnostic Process.” Journal of Clinical Epidemiology, vol. 2, no. 67, 2014, pp. 124–32.
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2014 | Book Chapter | LibreCat-ID: 16394
Lukovszki, Tamás, and Friedhelm Meyer auf der Heide. “Fast Collisionless Pattern Formation by Anonymous, Position-Aware Robots.” Lecture Notes in Computer Science, 2014, doi:10.1007/978-3-319-14472-6_17.
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2014 | Book Chapter | LibreCat-ID: 16395
Abshoff, Sebastian, and Friedhelm Meyer auf der Heide. “Continuous Aggregation in Dynamic Ad-Hoc Networks.” Structural Information and Communication Complexity, 2014, doi:10.1007/978-3-319-09620-9_16.
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2014 | Conference Paper | LibreCat-ID: 13154
Graf, Tobias, and Marco Platzner. “Common Fate Graph Patterns in Monte Carlo Tree Search for Computer Go.” 2014 IEEE Conference on Computational Intelligence and Games, 2014, pp. 1–8, doi:10.1109/CIG.2014.6932863.
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2014 | Conference Paper | LibreCat-ID: 10247
Busa-Fekete, Robert, et al. “PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences.” Proceedings AAAI 2014, Quebec, Canada, 2014, pp. 1701–07.
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2014 | Conference Paper | LibreCat-ID: 10248
Busa-Fekete, Robert, and Eyke Hüllermeier. “A Survey of Preference-Based Online Learning with Bandit Algorithms.” Proceedings Int. Conf. on Algorithmic Learning Theory (ALT), Bled, Slovenia, 2014, pp. 18–39.
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2014 | Conference Paper | LibreCat-ID: 10249
Henzgen, Sascha, and Eyke Hüllermeier. “Mining Rank Data.” Proceedings Discovery Science, Bled,Slovenia , 2014, pp. 123–34.
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2014 | Conference Paper | LibreCat-ID: 10250
Fallah Tehrani, A., et al. “The Choquet Kernel for Monotone Data.” Proceedings ESANN , Bruges, Belgium, 2014.
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2014 | Conference Paper | LibreCat-ID: 10251
Abdel-Aziz, A., et al. “Learning Solution Similarity in Preference-Based CBR.” Proceedings Int. Conf. Case-Based Reasoning (ICCBR), Cork, Ireland, 2014, pp. 17–31.
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2014 | Conference Paper | LibreCat-ID: 10253
Schäfer, Dirk, and Eyke Hüllermeier. “Dyad Ranking Using A Bilinear Plackett-Luce Model.” Proceedings Lernen-Wissensentdeckung-Adaptivität (LWA), Aachen, Germany, 2014, pp. 32–33.
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2014 | Conference Paper | LibreCat-ID: 10254
Calders, T., et al. “Machine Learning and Knowledge Discovery in Databases-European Conf. ECML/PKDD, Nancy, France.” Proceedings, Parts I-III. Lecture Notes in Computer Science, Springer, 2014, pp. 8724–26.
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2014 | Conference Paper | LibreCat-ID: 10295
Fürnkranz, J., et al. Preference Learning (Dagstuhl Seminar 14101) Dagstuhl Reports. Vol. 4, no. 3, 2014, pp. 1–27.
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2014 | Journal Article | LibreCat-ID: 10296
Shaker, Ammar, and Eyke Hüllermeier. “Survival Analysis on Data Streams: Analyzing Temporal Events in Dynamically Changing Environments.” Applied Mathematics and Computer Science, vol. 24, no. 1, 2014, pp. 199–212.
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2014 | Journal Article | LibreCat-ID: 10297
Hoffmann, F., et al. “Ausgewählte Beiträge Des GMA-Fachausschusses 5.14.” Computational Intelligence Automatisierungstechnik, vol. 62, no. 10, 2014, pp. 685–86.
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2014 | Journal Article | LibreCat-ID: 10298
Calders, T., et al. “Guest Editors`introduction:Special Issue of the ECML/PKDD 2014 Journal Track.” Data Min. Knowledge Discovery, vol. 28, no. 5–6, 2014, pp. 1129–33.
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2014 | Journal Article | LibreCat-ID: 10299
Henzgen, Sascha, et al. “Visualization of Evolving Fuzzy Rule-Based Systems.” Evolving Systems, vol. 5, no. 3, 2014, pp. 175–91.
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2014 | Journal Article | LibreCat-ID: 10308
Hüllermeier, Eyke. “Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization.” Int. J. Approx. Reasoning, vol. 55, no. 7, 2014, pp. 1519–34.
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2014 | Journal Article | LibreCat-ID: 10309
Hüllermeier, Eyke. “Rejoinder on "Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization.” Int. J. Approx. Reasoning, vol. 55, no. 7, 2014, pp. 1609–13.
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2014 | Journal Article | LibreCat-ID: 10310
Strickert, M., et al. “Correlation-Based Embedding of Pairwise Score Data.” Neurocomputing, vol. 141, 2014, pp. 97–109.
LibreCat
 

2014 | Journal Article | LibreCat-ID: 10311
Senge, Robin, et al. “Reliable Classification: Learning Classifiers That Distinguish Aleatoric and Epistemic Uncertainty.” Information Sciences, vol. 255, 2014, pp. 16–29.
LibreCat
 

2014 | Journal Article | LibreCat-ID: 10312
Mernberger, M., et al. “Protein Sub-Cellular Localization Prediction for Special Compartments via Optimized Time Series Distances.” J. Bioinformatics and Computational Biology, vol. 12, no. 1, 2014.
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2014 | Journal Article | LibreCat-ID: 10313
Calders, T., et al. “Guest Editors`introduction:Special Issue of the ECML/PKDD 2014 Journal Track.” Machine Learning, vol. 97, no. 1–2, 2014, pp. 1–3.
LibreCat
 

2014 | Journal Article | LibreCat-ID: 10314
Busa-Fekete, Robert, et al. “Preference-Based Reinforcement Learning: Evolutionary Direct Policy Search Using a Preference-Based Racing Algorithm.” Machine Learning, vol. 97, no. 3, 2014, pp. 327–51.
LibreCat
 

2014 | Journal Article | LibreCat-ID: 10315
Montanés, E., et al. “Dependent Binary Relevance Models for Multi-Label Classification.” Pattern Recognition, vol. 47, no. 3, 2014, pp. 1494–508.
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2014 | Journal Article | LibreCat-ID: 10316
Krempl, G., et al. “Open Challenges for Data Stream Mining Research.” SIGKDD Explorations, vol. 16, no. 1, 2014, pp. 1–10.
LibreCat
 

2014 | Journal Article | LibreCat-ID: 10317
Krotzky, T., et al. “Extended Graph-Based Models for Enhanced Similarity Search in Cavbase.” IEEE/ACM Trans. Comput. Biology Bioinform., vol. 11, no. 5, 2014, pp. 878–90.
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2014 | Journal Article | LibreCat-ID: 10318
Stock, M., et al. “Identification of Functionally Releated Enzymes by Learning to Rank Methods.” IEEE/ACM Trans. Comput. Biology Bioinform., vol. 11, no. 6, 2014, pp. 1157–69.
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2014 | Journal Article | LibreCat-ID: 1375
Beister, Frederic, et al. “Power Model Design for ICT Systems – A Generic Approach.” Computer Communications, vol. 50, Elsevier BV, 2014, pp. 77–85, doi:10.1016/j.comcom.2014.02.007.
LibreCat | DOI
 

2014 | Journal Article | LibreCat-ID: 8171 | OA
Gharibian, Sevag, and Julia Kempe. “Hardness of Approximation for Quantum Problems.” Quantum Information & Computation, vol. 14, no. 5–6, 2014, pp. 517–40.
LibreCat | Download (ext.) | arXiv
 

2014 | Journal Article | LibreCat-ID: 8172 | OA
W. Berry, Dominic, et al. “Gate-Efficient Discrete Simulations of Continuous-Time Quantum Query Algorithms.” Quantum Information & Computation, vol. 14, no. 1–2, 2014, pp. 1–30.
LibreCat | Download (ext.) | arXiv
 

2014 | Book Chapter | LibreCat-ID: 335
Platzner, Marco, and Christian Plessl. “Verschiebungen an der Grenze zwischen Hardware und Software.” Logiken strukturbildender Prozesse: Automatismen, edited by Jörn Künsemöller et al., Wilhelm Fink, 2014, pp. 123–44.
LibreCat | Files available
 

2014 | Conference Paper | LibreCat-ID: 388
Kenter, Tobias, et al. “Partitioning and Vectorizing Binary Applications for a Reconfigurable Vector Computer.” Proceedings of the International Symposium on Reconfigurable Computing: Architectures, Tools, and Applications (ARC), vol. 8405, Springer International Publishing, 2014, pp. 144–55, doi:10.1007/978-3-319-05960-0_13.
LibreCat | Files available | DOI
 

2014 | Journal Article | LibreCat-ID: 363
Agne, Andreas, et al. “Seven Recipes for Setting Your FPGA on Fire – A Cookbook on Heat Generators.” Microprocessors and Microsystems, vol. 38, no. 8, Part B, Elsevier, 2014, pp. 911–19, doi:10.1016/j.micpro.2013.12.001.
LibreCat | Files available | DOI
 

2014 | Conference Paper | LibreCat-ID: 377
Riebler, Heinrich, et al. “Reconstructing AES Key Schedules from Decayed Memory with FPGAs.” Proceedings of Field-Programmable Custom Computing Machines (FCCM), IEEE, 2014, pp. 222–29, doi:10.1109/FCCM.2014.67.
LibreCat | Files available | DOI
 

2014 | Journal Article | LibreCat-ID: 365
Agne, Andreas, et al. “Self-Awareness as a Model for Designing and Operating Heterogeneous Multicores.” ACM Transactions on Reconfigurable Technology and Systems (TRETS), vol. 7, no. 2, 13, ACM, 2014, doi:10.1145/2617596.
LibreCat | Files available | DOI
 

2014 | Journal Article | LibreCat-ID: 328
Agne, Andreas, et al. “ReconOS - An Operating System Approach for Reconfigurable Computing.” IEEE Micro, vol. 34, no. 1, IEEE, 2014, pp. 60–71, doi:10.1109/MM.2013.110.
LibreCat | Files available | DOI
 

2014 | Conference Paper | LibreCat-ID: 1778
C. Durelli, Gianluca, et al. “Runtime Resource Management in Heterogeneous System Architectures: The SAVE Approach.” Proc. Int. Symp. on Parallel and Distributed Processing with Applications (ISPA), IEEE, 2014, pp. 142–49, doi:10.1109/ISPA.2014.27.
LibreCat | DOI
 

2014 | Conference Paper | LibreCat-ID: 439
Vaz, Gavin Francis, et al. “Deferring Accelerator Offloading Decisions to Application Runtime.” Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), IEEE, 2014, pp. 1–8, doi:10.1109/ReConFig.2014.7032509.
LibreCat | Files available | DOI
 

2014 | Conference Paper | LibreCat-ID: 406
Kenter, Tobias, et al. “Kernel-Centric Acceleration of High Accuracy Stereo-Matching.” Proceedings of the International Conference on ReConFigurable Computing and FPGAs (ReConFig), IEEE, 2014, pp. 1–8, doi:10.1109/ReConFig.2014.7032535.
LibreCat | Files available | DOI
 

2014 | Conference Paper | LibreCat-ID: 1780
C. Durelli, Gianluca, et al. “SAVE: Towards Efficient Resource Management in Heterogeneous System Architectures.” Proc. Int. Conf. on Reconfigurable Computing: Architectures, Tools and Applications (ARC), Springer, 2014, doi:10.1007/978-3-319-05960-0_38.
LibreCat | DOI
 

2014 | Journal Article | LibreCat-ID: 1779
Giefers, Heiner, et al. “Accelerating Finite Difference Time Domain Simulations with Reconfigurable Dataflow Computers.” ACM SIGARCH Computer Architecture News, vol. 41, no. 5, ACM, 2014, pp. 65–70, doi:10.1145/2641361.2641372.
LibreCat | DOI
 

2014 | Book Chapter | LibreCat-ID: 46381
Kerschke, Pascal, et al. “Cell Mapping Techniques for Exploratory Landscape Analysis.” EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by Alexandru-Adrian Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 115–131, doi:10.1007/978-3-319-07494-8_9.
LibreCat | DOI
 

2014 | Book Chapter | LibreCat-ID: 46382
Rudolph, G., et al. “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets.” EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by A Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 261–273, doi:10.1007/978-3-319-07494-8_18.
LibreCat | DOI
 

2014 | Conference Paper | LibreCat-ID: 46383
Rudolph, Günter, et al. “An Aspiration Set EMOA Based on Averaged Hausdorff Distances.” Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), vol. 8426, Springer, 2014, pp. 153–156.
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2014 | Conference Paper | LibreCat-ID: 46384
Wessing, S., et al. “Stopping Criteria for Multimodal Optimization.” Proceedings of the Parallel Problem Solving from Nature — PPSN XIII, edited by T Bartz-Beielstein et al., vol. 8672, Springer, 2014, pp. 141–150, doi:10.1007/978-3-319-10762-2_14.
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