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5943 Publications
2015 | Conference Paper | LibreCat-ID: 10245
Lu, S., & Hüllermeier, E. (2015). Locally weighted regression through data imprecisiation. In Proceedings 25. Workshop Computational Intelligence (pp. 97–104).
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2015 | Conference Paper | LibreCat-ID: 10246
Ewerth, R., Balz, A., Gehlhaar, J., Dembczynski, K., & Hüllermeier, E. (2015). Depth estimation in monocular images: Quantitative versus qualitative approaches. In Proceedings 25. Workshop Computational Intelligence (pp. 235–240).
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2015 | Journal Article | LibreCat-ID: 10319
Waegeman, W., Dembczynski, K., Jachnik, A., Cheng, W., & Hüllermeier, E. (2015). On the Bayes-Optimality of F-Measure Maximizers. In Journal of Machine Learning Research, 15, 3333–3388.
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2015 | Journal Article | LibreCat-ID: 10320
Hüllermeier, E. (2015). Does machine learning need fuzzy logic? Fuzzy Sets and Systems, 281, 292–299.
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2015 | Journal Article | LibreCat-ID: 10321
Shaker, A., & Hüllermeier, E. (2015). Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study. Neurocomputing, 150, 250–264.
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2015 | Journal Article | LibreCat-ID: 10322
Hüllermeier, E. (2015). From Knowledge-based to Data-driven fuzzy modeling-Development, criticism and alternative directions. Informatik Spektrum, 38(6), 500–509.
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2015 | Journal Article | LibreCat-ID: 10323
Garcia-Jimenez, S., Bustince, U., Hüllermeier, E., Mesiar, R., Pal, N. R., & Pradera, A. (2015). Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems. IEEE Transactions on Fuzzy Systems, 23(4), 1259–1273.
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2015 | Journal Article | LibreCat-ID: 10324
Senge, R., & Hüllermeier, E. (2015). Fast Fuzzy Pattern Tree Learning of Classification. IEEE Transactions on Fuzzy Systems, 23(6), 2024–2033.
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2015 | Conference Paper | LibreCat-ID: 14876
Chen, M.-H., Chen, W.-F., & Ku, L.-W. (2015). Technology Enhanced Emotion Expression Learning. Proceedings of the Sixth Joint Foreign Language Education and Technology Conference (FLEAT VI).
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2015 | Conference Paper | LibreCat-ID: 6719 | 
Heindorf, S., Potthast, M., Stein, B., & Engels, G. (2015). Towards Vandalism Detection in Knowledge Bases. SIGIR, 831–834. https://doi.org/10.1145/2766462.2767804
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2015 | Conference Paper | LibreCat-ID: 46373
Chinnov, A., Kerschke, P., Meske, C., Stieglitz, S., & Trautmann, H. (2015). An Overview of Topic Discovery in Twitter Communication through Social Media Analytics. Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15), 1–10.
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2015 | Conference Paper | LibreCat-ID: 46375
Kerschke, P., Preuss, M., Wessing, S., & Trautmann, H. (2015). Detecting Funnel Structures by Means of Exploratory Landscape Analysis. In S. Silva (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15) (pp. 265–272). ACM. https://doi.org/10.1145/2739480.2754642
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| DOI
2015 | Conference Paper | LibreCat-ID: 46376
Kotthoff, L., Kerschke, P., Hoos, H., & Trautmann, H. (2015). Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection. In C. Dhaenens, L. Jourdan, & M.-E. Marmion (Eds.), Learning and Intelligent Optimization (pp. 202–217). Springer International Publishing.
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2015 | Journal Article | LibreCat-ID: 46379
Brockhoff, D., Wagner, T., & Trautmann, H. (2015). R2 Indicator Based Multiobjective Search. Evolutionary Computation Journal, 23(3), 369–395. https://doi.org/10.1162/EVCO_a_00135
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| DOI
2015 | Conference Paper | LibreCat-ID: 46374
Grimme, C., Meisel, S., Trautmann, H., Rudolph, G., & Wölck, M. (2015). Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle. Proceedings of the European Conference On Information Systems.
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2015 | Journal Article | LibreCat-ID: 46380
Mersmann, O., Preuss, M., Trautmann, H., Bischl, B., & Weihs, C. (2015). Analyzing the BBOB Results by Means of Benchmarking Concepts. Evolutionary Computation Journal, 23(1), 161–185.
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2015 | Conference Paper | LibreCat-ID: 48838
Bossek, J., Bischl, B., Wagner, T., & Rudolph, G. (2015). Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. Proceedings of the Genetic and Evolutionary Computation Conference, 1319–1326. https://doi.org/10.1145/2739480.2754673
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| DOI
2015 | Conference Paper | LibreCat-ID: 48887
Meisel, S., Grimme, C., Bossek, J., Wölck, M., Rudolph, G., & Trautmann, H. (2015). Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. Proceedings of the Genetic and Evolutionary Computation Conference , 425–432. https://doi.org/10.1145/2739480.2754705
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| DOI
2015 | Conference Paper | LibreCat-ID: 47233
Perl, H., Dechand, S., Smith, M., Arp, D., Yamaguchi, F., Rieck, K., Fahl, S., & Acar, Y. (2015). VCCFinder: Finding Potential Vulnerabilities in Open-Source Projects to Assist Code Audits. Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security. https://doi.org/10.1145/2810103.2813604
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| DOI
2015 | Conference Paper | LibreCat-ID: 47232
Oltrogge, M., Acar, Y., Dechand, S., Smith, M., & Fahl, S. (2015). To Pin or Not to Pin-Helping App Developers Bullet Proof Their TLS Connections. In J. Jung & T. Holz (Eds.), 24th USENIX Security Symposium, USENIX Security 15, Washington, D.C., USA, August 12-14, 2015 (pp. 239–254). USENIX Association.
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