{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T19:18:21Z","timestamp":1648840701702},"reference-count":0,"publisher":"Walter de Gruyter GmbH","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12,27]]},"abstract":"<jats:title>Zusammenfassung<\/jats:title>\n               <jats:p>Die Arbeit beschreibt eine Untersuchung von Data-Mining-Ans\u00e4tzen zur Klassifikation der Fahrbahnbeschaffenheit mittels\neinfacher Beschleunigungssensoren und Gyroskope. Ziel ist sowohl die Klassifikation des Fahrbahnmaterials als auch das\nErkennen von Unregelm\u00e4\u00dfigkeiten wie z.\u202fB. Schlagl\u00f6cher oder Bahn\u00fcberg\u00e4nge.  Aus den Sensorsignalen werden\nfrequenzbasierte Merkmale extrahiert, automatisch bewertet und diskutiert. Die besten Merkmale kommen beim Entwurf\nverschiedener Klassifikationsverfahren zum Einsatz. Die verwendeten Verfahren werden schlie\u00dflich in einer MATLAB-Toolbox\nimplementiert, die Klassifikationsergebnisse auf Karten ausgibt, so dass eine manuelle Pr\u00fcfung der Ergebnisse m\u00f6glich\nwird. Anhand eines umfangreichen exemplarischen Datensatzes werden die Ergebnisse diskutiert.<\/jats:p>","DOI":"10.1515\/auto-2017-0061","type":"journal-article","created":{"date-parts":[[2017,12,13]],"date-time":"2017-12-13T07:57:01Z","timestamp":1513151821000},"page":"867-877","source":"Crossref","is-referenced-by-count":1,"title":["Charakterisierung der Fahrbahnbeschaffenheit durch Data Mining von gemessenen kinematischen Fahrzeuggr\u00f6\u00dfen"],"prefix":"10.1515","volume":"65","author":[{"given":"Johannes","family":"Masino","sequence":"first","affiliation":[{"name":"Institut f\u00fcr Fahrzeugsystemtechnik, Karlsruher Institut f\u00fcr Technologie, Karlsruhe Germany"}]},{"given":"Guillaume","family":"Levasseur","sequence":"additional","affiliation":[{"name":"IRIDIA-Labor, Ecole Polytechnique, Universit\u00e9 Libre de Bruxelles, Br\u00fcssel Belgium"}]},{"given":"Michael","family":"Frey","sequence":"additional","affiliation":[{"name":"Institut f\u00fcr Fahrzeugsystemtechnik, Karlsruher Institut f\u00fcr Technologie, Karlsruhe Germany"}]},{"given":"Frank","family":"Gauterin","sequence":"additional","affiliation":[{"name":"Institut f\u00fcr Fahrzeugsystemtechnik, Karlsruher Institut f\u00fcr Technologie, Karlsruhe Germany"}]},{"given":"Ralf","family":"Mikut","sequence":"additional","affiliation":[{"name":"Institut f\u00fcr Angewandte Informatik, Karlsruher Institut f\u00fcr Technologie, Karlsruhe Germany"}]},{"given":"Markus","family":"Reischl","sequence":"additional","affiliation":[{"name":"Institut f\u00fcr Angewandte Informatik, Karlsruher Institut f\u00fcr Technologie, Hermann von Helmholtz Platz 1, 76344 Eggenstein Germany"}]}],"member":"374","published-online":{"date-parts":[[2017,12,12]]},"container-title":["at - Automatisierungstechnik"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.degruyter.com\/view\/j\/auto.2017.65.issue-12\/auto-2017-0061\/auto-2017-0061.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2017-0061\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2017-0061\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T16:15:51Z","timestamp":1624292151000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2017-0061\/html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,1]]},"references-count":0,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2017,12,12]]},"published-print":{"date-parts":[[2017,12,27]]}},"alternative-id":["10.1515\/auto-2017-0061"],"URL":"https:\/\/doi.org\/10.1515\/auto-2017-0061","relation":{},"ISSN":["2196-677X","0178-2312"],"issn-type":[{"value":"2196-677X","type":"electronic"},{"value":"0178-2312","type":"print"}],"subject":[],"published":{"date-parts":[[2017,12,1]]}}}