{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,17]],"date-time":"2024-06-17T17:25:28Z","timestamp":1718645128930},"reference-count":0,"publisher":"Walter de Gruyter GmbH","issue":"10","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,10,28]]},"abstract":"<jats:title>Zusammenfassung<\/jats:title>\n               <jats:p>Diese Arbeit beschreibt eine Methode zum teil\u00fcberwachten Lernen von dreidimensionalen emblematischen Gesten. Ausgehend vom \u00fcberwachten Lernen mit einem kleinen, von wenigen Personen stammenden Datensatz wird der Lerndatensatz unter Anwendung eines teil\u00fcberwachten Lernansatzes vollautomatisch erweitert. Mehrere Kriterien f\u00fcr die Akzeptanz bzw. R\u00fcckweisung eines vom Klassifikator erzeugten Klassenlabels werden vorgeschlagen. Die experimentelle Evaluation zeigt, dass die mit dem dargestellten teil\u00fcberwachten Lernansatz erzielte Fehlerrate nur unwesentlich \u00fcber derjenigen liegt, die sich bei Verwendung aller manuell gesetzten Klassenlabel ergeben w\u00fcrde.<\/jats:p>","DOI":"10.1515\/auto-2014-1115","type":"journal-article","created":{"date-parts":[[2014,9,25]],"date-time":"2014-09-25T08:37:19Z","timestamp":1411634239000},"page":"732-739","source":"Crossref","is-referenced-by-count":4,"title":["Teil\u00fcberwachtes Lernen von emblematischen Gesten"],"prefix":"10.1515","volume":"62","author":[{"given":"Husam","family":"Al-Behadili","sequence":"first","affiliation":[{"name":"Technische Universit\u00e4t Dortmund"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"W\u00f6hler","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Dortmund"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arne","family":"Grumpe","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Dortmund"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"374","published-online":{"date-parts":[[2014,9,28]]},"container-title":["at - Automatisierungstechnik"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2014-1115\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2014-1115\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T18:27:10Z","timestamp":1624300030000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2014-1115\/html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,28]]},"references-count":0,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2014,9,28]]},"published-print":{"date-parts":[[2014,10,28]]}},"alternative-id":["10.1515\/auto-2014-1115"],"URL":"https:\/\/doi.org\/10.1515\/auto-2014-1115","relation":{},"ISSN":["0178-2312","2196-677X"],"issn-type":[{"value":"0178-2312","type":"print"},{"value":"2196-677X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,28]]}}}