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Multivariate modeling to identify patterns in clinical data: The example of chest pain. <i>BMC Medical Research Methodology</i>. 2011;11(155).","bibtex":"@article{Hirsch_Bösner_Hüllermeier_Senge_Dembczynski_Donner-Banzhoff_2011, title={Multivariate modeling to identify patterns in clinical data: The example of chest pain}, volume={11}, number={155}, journal={BMC Medical Research Methodology}, author={Hirsch, O. and Bösner, S. and Hüllermeier, Eyke and Senge, R. and Dembczynski, K. and Donner-Banzhoff, N.}, year={2011} }"},"issue":"155","publication":"BMC Medical Research Methodology","date_created":"2020-02-27T15:00:03Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"journal_article","author":[{"full_name":"Hirsch, O.","last_name":"Hirsch","first_name":"O."},{"first_name":"S.","last_name":"Bösner","full_name":"Bösner, S."},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129"},{"full_name":"Senge, R.","first_name":"R.","last_name":"Senge"},{"last_name":"Dembczynski","first_name":"K.","full_name":"Dembczynski, K."},{"full_name":"Donner-Banzhoff, N.","last_name":"Donner-Banzhoff","first_name":"N."}],"title":"Multivariate modeling to identify patterns in clinical data: The example of chest pain","status":"public","year":"2011","intvolume":"        11","date_updated":"2022-01-06T06:52:43Z","language":[{"iso":"eng"}],"_id":"16119","volume":11,"user_id":"49109"},{"date_updated":"2022-01-06T06:52:44Z","intvolume":"       175","status":"public","title":"Preferences in AL: An overview","year":"2011","author":[{"full_name":"Domshlak, C.","first_name":"C.","last_name":"Domshlak"},{"id":"48129","first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke"},{"first_name":"S.","last_name":"Kaci","full_name":"Kaci, S."},{"full_name":"Prade, H.","last_name":"Prade","first_name":"H."}],"user_id":"49109","volume":175,"page":"1037-1052","_id":"16126","language":[{"iso":"eng"}],"publication":"Artificial Intelligence","issue":"7-8","citation":{"ieee":"C. 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SEGA: Semi-global graph alignment for structure-based protein comparison. <i>IEEE/ACM Transactions of Computational Biology and Bioinformatics</i>. 2011;8(5):1330-1343.","bibtex":"@article{Mernberger_Klebe_Hüllermeier_2011, title={SEGA: Semi-global graph alignment for structure-based protein comparison}, volume={8}, number={5}, journal={IEEE/ACM Transactions of Computational Biology and Bioinformatics}, author={Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1330–1343} }","apa":"Mernberger, M., Klebe, G., &#38; Hüllermeier, E. (2011). SEGA: Semi-global graph alignment for structure-based protein comparison. <i>IEEE/ACM Transactions of Computational Biology and Bioinformatics</i>, <i>8</i>(5), 1330–1343.","ieee":"M. Mernberger, G. Klebe, and E. Hüllermeier, “SEGA: Semi-global graph alignment for structure-based protein comparison,” <i>IEEE/ACM Transactions of Computational Biology and Bioinformatics</i>, vol. 8, no. 5, pp. 1330–1343, 2011.","short":"M. Mernberger, G. Klebe, E. Hüllermeier, IEEE/ACM Transactions of Computational Biology and Bioinformatics 8 (2011) 1330–1343.","chicago":"Mernberger, M., G. Klebe, and Eyke Hüllermeier. “SEGA: Semi-Global Graph Alignment for Structure-Based Protein Comparison.” <i>IEEE/ACM Transactions of Computational Biology and Bioinformatics</i> 8, no. 5 (2011): 1330–43."},"issue":"5","publication":"IEEE/ACM Transactions of Computational Biology and Bioinformatics","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"journal_article","date_created":"2020-02-27T17:44:49Z","intvolume":"         8","date_updated":"2022-01-06T06:52:44Z","author":[{"full_name":"Mernberger, M.","last_name":"Mernberger","first_name":"M."},{"last_name":"Klebe","first_name":"G.","full_name":"Klebe, G."},{"id":"48129","full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"status":"public","year":"2011","title":"SEGA: Semi-global graph alignment for structure-based protein comparison","volume":8,"user_id":"49109","_id":"16148","language":[{"iso":"eng"}],"page":"1330-1343"},{"type":"journal_article","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"date_created":"2020-02-27T17:48:07Z","issue":"6","publication":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","citation":{"mla":"Fober, T., et al. “Superposition and Alignment of Labeled Point Clouds.” <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, vol. 8, no. 6, 2011, pp. 1653–66.","apa":"Fober, T., Glinca, S., Klebe, G., &#38; Hüllermeier, E. (2011). Superposition and alignment of labeled point clouds. <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, <i>8</i>(6), 1653–1666.","ieee":"T. Fober, S. Glinca, G. Klebe, and E. Hüllermeier, “Superposition and alignment of labeled point clouds,” <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>, vol. 8, no. 6, pp. 1653–1666, 2011.","chicago":"Fober, T., S. Glinca, G. Klebe, and Eyke Hüllermeier. “Superposition and Alignment of Labeled Point Clouds.” <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i> 8, no. 6 (2011): 1653–66.","ama":"Fober T, Glinca S, Klebe G, Hüllermeier E. Superposition and alignment of labeled point clouds. <i>IEEE/ACM Transactions on Computational Biology and Bioinformatics</i>. 2011;8(6):1653-1666.","short":"T. Fober, S. Glinca, G. Klebe, E. Hüllermeier, IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (2011) 1653–1666.","bibtex":"@article{Fober_Glinca_Klebe_Hüllermeier_2011, title={Superposition and alignment of labeled point clouds}, volume={8}, number={6}, journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics}, author={Fober, T. and Glinca, S. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1653–1666} }"},"user_id":"49109","volume":8,"page":"1653-1666","_id":"16149","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:44Z","intvolume":"         8","status":"public","title":"Superposition and alignment of labeled point clouds","year":"2011","author":[{"full_name":"Fober, T.","first_name":"T.","last_name":"Fober"},{"full_name":"Glinca, S.","last_name":"Glinca","first_name":"S."},{"full_name":"Klebe, G.","last_name":"Klebe","first_name":"G."},{"id":"48129","full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}]},{"publisher":"Engineering and Technology Publishing","_id":"1615","volume":2,"user_id":"15572","doi":"10.4304/jait.2.1.40-49","author":[{"last_name":"Warneke","first_name":"Daniel","full_name":"Warneke, Daniel"},{"full_name":"Dannewitz, Christian","last_name":"Dannewitz","first_name":"Christian"}],"publication_identifier":{"issn":["1798-2340"]},"status":"public","year":"2011","title":"Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew","intvolume":"         2","publication_status":"published","date_updated":"2022-01-06T06:52:44Z","date_created":"2018-03-22T12:44:38Z","department":[{"_id":"75"}],"type":"journal_article","citation":{"chicago":"Warneke, Daniel, and Christian Dannewitz. “Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew.” <i>Journal of Advances in Information Technology</i> 2, no. 1 (2011). <a href=\"https://doi.org/10.4304/jait.2.1.40-49\">https://doi.org/10.4304/jait.2.1.40-49</a>.","short":"D. Warneke, C. Dannewitz, Journal of Advances in Information Technology 2 (2011).","apa":"Warneke, D., &#38; Dannewitz, C. (2011). Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew. <i>Journal of Advances in Information Technology</i>, <i>2</i>(1). <a href=\"https://doi.org/10.4304/jait.2.1.40-49\">https://doi.org/10.4304/jait.2.1.40-49</a>","ieee":"D. Warneke and C. Dannewitz, “Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew,” <i>Journal of Advances in Information Technology</i>, vol. 2, no. 1, 2011.","ama":"Warneke D, Dannewitz C. Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew. <i>Journal of Advances in Information Technology</i>. 2011;2(1). doi:<a href=\"https://doi.org/10.4304/jait.2.1.40-49\">10.4304/jait.2.1.40-49</a>","bibtex":"@article{Warneke_Dannewitz_2011, title={Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew}, volume={2}, DOI={<a href=\"https://doi.org/10.4304/jait.2.1.40-49\">10.4304/jait.2.1.40-49</a>}, number={1}, journal={Journal of Advances in Information Technology}, publisher={Engineering and Technology Publishing}, author={Warneke, Daniel and Dannewitz, Christian}, year={2011} }","mla":"Warneke, Daniel, and Christian Dannewitz. “Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew.” <i>Journal of Advances in Information Technology</i>, vol. 2, no. 1, Engineering and Technology Publishing, 2011, doi:<a href=\"https://doi.org/10.4304/jait.2.1.40-49\">10.4304/jait.2.1.40-49</a>."},"publication":"Journal of Advances in Information Technology","issue":"1"},{"type":"journal_article","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"date_created":"2020-02-27T17:50:06Z","publication":"Applied Soft Computing Journal","citation":{"mla":"Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining.” <i>Applied Soft Computing Journal</i>, 2011, pp. 1493–505.","bibtex":"@article{Hüllermeier_2011, title={Fuzzy sets in machine learning and data mining}, journal={Applied Soft Computing Journal}, author={Hüllermeier, Eyke}, year={2011}, pages={1493–1505} }","ama":"Hüllermeier E. Fuzzy sets in machine learning and data mining. <i>Applied Soft Computing Journal</i>. 2011:1493-1505.","ieee":"E. Hüllermeier, “Fuzzy sets in machine learning and data mining,” <i>Applied Soft Computing Journal</i>, pp. 1493–1505, 2011.","apa":"Hüllermeier, E. (2011). Fuzzy sets in machine learning and data mining. <i>Applied Soft Computing Journal</i>, 1493–1505.","chicago":"Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining.” <i>Applied Soft Computing Journal</i>, 2011, 1493–1505.","short":"E. Hüllermeier, Applied Soft Computing Journal (2011) 1493–1505."},"user_id":"49109","page":"1493-1505","language":[{"iso":"eng"}],"_id":"16150","date_updated":"2022-01-06T06:52:44Z","title":"Fuzzy sets in machine learning and data mining","status":"public","year":"2011","author":[{"id":"48129","last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}]},{"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"journal_article","date_created":"2020-02-27T17:57:24Z","citation":{"short":"R. Senge, E. Hüllermeier, IEEE Transactions on Fuzzy Systems 19 (2011) 241–252.","chicago":"Senge, Robin, and Eyke Hüllermeier. “Top-down Induction of Fuzzy Pattern Trees.” <i>IEEE Transactions on Fuzzy Systems</i> 19, no. 2 (2011): 241–52.","apa":"Senge, R., &#38; Hüllermeier, E. (2011). Top-down induction of fuzzy pattern trees. <i>IEEE Transactions on Fuzzy Systems</i>, <i>19</i>(2), 241–252.","ieee":"R. Senge and E. Hüllermeier, “Top-down induction of fuzzy pattern trees,” <i>IEEE Transactions on Fuzzy Systems</i>, vol. 19, no. 2, pp. 241–252, 2011.","ama":"Senge R, Hüllermeier E. Top-down induction of fuzzy pattern trees. <i>IEEE Transactions on Fuzzy Systems</i>. 2011;19(2):241-252.","bibtex":"@article{Senge_Hüllermeier_2011, title={Top-down induction of fuzzy pattern trees}, volume={19}, number={2}, journal={IEEE Transactions on Fuzzy Systems}, author={Senge, Robin and Hüllermeier, Eyke}, year={2011}, pages={241–252} }","mla":"Senge, Robin, and Eyke Hüllermeier. “Top-down Induction of Fuzzy Pattern Trees.” <i>IEEE Transactions on Fuzzy Systems</i>, vol. 19, no. 2, 2011, pp. 241–52."},"publication":"IEEE Transactions on Fuzzy Systems","issue":"2","volume":19,"user_id":"49109","_id":"16153","language":[{"iso":"eng"}],"page":"241-252","intvolume":"        19","date_updated":"2022-01-06T06:52:44Z","author":[{"first_name":"Robin","last_name":"Senge","full_name":"Senge, Robin"},{"id":"48129","first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke"}],"status":"public","year":"2011","title":"Top-down induction of fuzzy pattern trees"},{"abstract":[{"text":"Given a set of n mobile robots in the d-dimensional Euclidean space, the goal is to let them converge to a single not predefined point. The challenge is that the robots are limited in their capabilities. Robots can, upon activation, compute the positions of all other robots using an individual affine coordinate system. The robots are indistinguishable, oblivious and may have different affine coordinate systems. A very general discrete time model assumes that robots are activated in arbitrary order. Further, the computation of a new target point may happen much earlier than the movement, so that the movement is based on outdated information about other robot's positions. Time is measured as the number of rounds, where a round ends as soon as each robot has moved at least once. In [Cohen, Peleg: Convergence properties of gravitational algorithms in asynchronous robot systems], the Center of Gravity is considered as target function, convergence was proven, and the number of rounds needed for halving the diameter of the convex hull of the robot's positions was shown to be O(n^2) and Omega(n). We present an easy-to-check property of target functions that guarantee convergence and yields upper time bounds. This property intuitively says that when a robot computes a new target point, this point is significantly within the current axes aligned minimal box containing all robots. This property holds, e.g., for the above-mentioned target function, and improves the above O(n^2) to an asymptotically optimal O(n) upper bound. Our technique also yields a constant time bound for a target function that requires all robots having identical coordinate axes.\r\n","lang":"eng"}],"citation":{"chicago":"Cord-Landwehr, Andreas, Bastian Degener, Matthias Fischer, Martina Hüllmann, Barbara Kempkes, Alexander Klaas, Peter Kling, et al. “A New Approach for Analyzing Convergence Algorithms for Mobile Robots.” In <i>Automata, Languages and Programming</i>. Berlin, Heidelberg, 2011. <a href=\"https://doi.org/10.1007/978-3-642-22012-8_52\">https://doi.org/10.1007/978-3-642-22012-8_52</a>.","short":"A. Cord-Landwehr, B. Degener, M. Fischer, M. Hüllmann, B. Kempkes, A. Klaas, P. Kling, S. Kurras, M. Märtens, F. Meyer auf der Heide, C. Raupach, K. Swierkot, D. Warner, C. Weddemann, D. Wonisch, in: Automata, Languages and Programming, Berlin, Heidelberg, 2011.","apa":"Cord-Landwehr, A., Degener, B., Fischer, M., Hüllmann, M., Kempkes, B., Klaas, A., … Wonisch, D. (2011). A New Approach for Analyzing Convergence Algorithms for Mobile Robots. In <i>Automata, Languages and Programming</i>. Berlin, Heidelberg. <a href=\"https://doi.org/10.1007/978-3-642-22012-8_52\">https://doi.org/10.1007/978-3-642-22012-8_52</a>","ieee":"A. Cord-Landwehr <i>et al.</i>, “A New Approach for Analyzing Convergence Algorithms for Mobile Robots,” in <i>Automata, Languages and Programming</i>, Berlin, Heidelberg, 2011.","ama":"Cord-Landwehr A, Degener B, Fischer M, et al. A New Approach for Analyzing Convergence Algorithms for Mobile Robots. In: <i>Automata, Languages and Programming</i>. 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