[{"status":"public","publisher":"28 Jun 2010 - 02 July 2010, Dortmund, Germany","department":[{"_id":"DEP5023"}],"author":[{"full_name":"Mönks, Uwe","id":"1825","last_name":"Mönks","first_name":"Uwe"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","id":"1804","last_name":"Lohweg","full_name":"Lohweg, Volker"},{"first_name":"Denis","full_name":"Petker, Denis","last_name":"Petker"}],"year":2010,"main_file_link":[{"url":"https://www.th-owl.de/init/uploads/tx_initdb/00800426_01.pdf","open_access":"1"}],"abstract":[{"text":"It is likely in real-world applications that only little data isavailable for training a knowledge-based system. We present a method forautomatically training the knowledge-representing membership functionsof a Fuzzy-Pattern-Classification system that works also when only littledata is available and the universal set is described insufficiently. Actually,this paper presents how the Modified-Fuzzy-Pattern-Classifier’s member-ship functions are trained using probability distribution functions.","lang":"eng"}],"publication_status":"published","citation":{"ama":"Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany; 2010.","ieee":"U. Mönks, V. Lohweg, and D. Petker, “Fuzzy-Pattern-Classifier Training with Small Data Sets,” in <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>, 2010.","ufg":"<b>Mönks, Uwe et. al. (2010)</b>: Fuzzy-Pattern-Classifier Training with Small Data Sets, in: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>.","mla":"Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.” <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","bjps":"<b>Mönks U, Lohweg V and Petker D</b> (2010) Fuzzy-Pattern-Classifier Training with Small Data Sets. <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","havard":"U. Mönks, V. Lohweg, D. Petker, Fuzzy-Pattern-Classifier Training with Small Data Sets, in: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","van":"Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02 July 2010, Dortmund, Germany; 2010.","chicago":"Mönks, Uwe, Volker Lohweg, and Denis Petker. “Fuzzy-Pattern-Classifier Training with Small Data Sets.” In <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","apa":"Mönks, U., Lohweg, V., &#38; Petker, D. (2010). Fuzzy-Pattern-Classifier Training with Small Data Sets. In <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","chicago-de":"Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Petker, Denis</span>: Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i> : 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010","short":"U. Mönks, V. Lohweg, D. Petker, in: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010."},"title":"Fuzzy-Pattern-Classifier Training with Small Data Sets","language":[{"iso":"eng"}],"keyword":["Fuzzy Logic","Probability Theory","Fuzzy-Pattern-Classification","Machine Learning","Artificial Intelligence","Pattern Recognition"],"_id":"2087","oa":"1","date_updated":"2023-03-15T13:49:38Z","user_id":"45673","type":"conference","date_created":"2019-12-02T08:15:18Z","publication":"IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems"},{"_id":"6356","keyword":["GDL e. V.","Bonn","(ISDN 3-931678-04-0)"],"language":[{"iso":"ger"}],"user_id":"74222","date_updated":"2023-03-15T13:50:05Z","type":"conference_abstract","date_created":"2021-09-17T07:04:45Z","status":"public","year":2001,"author":[{"last_name":"Czwalinna","first_name":"R.","full_name":"Czwalinna, R."},{"last_name":"Wilhelm","full_name":"Wilhelm, Patrick","id":"12013","first_name":"Patrick"},{"full_name":"Lehre, Gerhard","first_name":"Gerhard","id":"12024","last_name":"Lehre"},{"first_name":"Ulrich","full_name":"Müller, Ulrich","last_name":"Müller","id":"12119"}],"department":[{"_id":"DEP4009"}],"conference":{"location":"Berlin","name":"Proceedings zum GDL-Kongress Lebensmitteltechnologie 2001, GDL ","end_date":"2001-11-10","start_date":"2001-11-08"},"citation":{"ama":"Czwalinna R, Wilhelm P, Lehre G, Müller U. Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung. In: ; 2001.","ieee":"R. Czwalinna, P. Wilhelm, G. Lehre, and U. Müller, “Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung,” presented at the Proceedings zum GDL-Kongress Lebensmitteltechnologie 2001, GDL , Berlin, 2001.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Czwalinna, R.</span> ; <span style=\"font-variant:small-caps;\">Wilhelm, Patrick</span> ; <span style=\"font-variant:small-caps;\">Lehre, Gerhard</span> ; <span style=\"font-variant:small-caps;\">Müller, Ulrich</span>: Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung. In: , 2001","chicago-de":"Czwalinna, R., Patrick Wilhelm, Gerhard Lehre und Ulrich Müller. 2001. Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung. In: .","short":"R. Czwalinna, P. Wilhelm, G. Lehre, U. Müller, in: 2001.","ufg":"<b>Czwalinna, R. et. al. (2001)</b>: Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung, in: .","mla":"Czwalinna, R., et al. <i>Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung</i>. 2001.","bjps":"<b>Czwalinna R <i>et al.</i></b> (2001) Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung.","havard":"R. Czwalinna, P. Wilhelm, G. Lehre, U. Müller, Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung, in: 2001.","van":"Czwalinna R, Wilhelm P, Lehre G, Müller U. Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung. In 2001.","chicago":"Czwalinna, R., Patrick Wilhelm, Gerhard Lehre, and Ulrich Müller. “Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung,” 2001.","apa":"Czwalinna, R., Wilhelm, P., Lehre, G., &#38; Müller, U. (2001). Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung. Presented at the Proceedings zum GDL-Kongress Lebensmitteltechnologie 2001, GDL , Berlin."},"title":"Vergleich zweier Gefrierverfahren von Stutenmilch hinsichtlich der anschließenden Vakuumgefriertrocknung, Kurzfassung"}]