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Following the same classification methods and feature spaces, we examined the classification performance of the algorithms in four different retail chains and utilized ROC curves and the area under curve measure to compare the predictive accuracy. Based on the results obtained for the different retail chains, we identified certain approaches for the development and introduction of such a mechanism in different retail contexts.<\/jats:p>","DOI":"10.1155\/2011\/515978","type":"journal-article","created":{"date-parts":[[2011,7,4]],"date-time":"2011-07-04T11:22:55Z","timestamp":1309778575000},"page":"1-13","source":"Crossref","is-referenced-by-count":7,"title":["Classification Performance for Making Decisions about Products Missing from the Shelf"],"prefix":"10.47654","volume":"2011","author":[{"given":"Dimitris","family":"Papakiriakopoulos","sequence":"first","affiliation":[{"name":"ELTRUN, Department of Management Science and Technology, Athens University of Economics and Business, 47 Evelpidon and Lefkados Street, 113 62 Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Doukidis","sequence":"additional","affiliation":[{"name":"ELTRUN, Department of Management Science and Technology, Athens University of Economics and Business, 47 Evelpidon and Lefkados Street, 113 62 Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"52777","reference":[{"issue":"1","key":"4","first-page":"67","volume":"18","year":"1997","journal-title":"Journal of Business Logistics"},{"key":"11","year":"2008"},{"key":"12","year":"2002"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1060.0577"},{"issue":"3","key":"17","first-page":"93","volume":"38","year":"1997","journal-title":"Sloan Management Review"},{"issue":"2","key":"7","first-page":"138","volume":"67","year":"1991","journal-title":"Journal of Retailing"},{"issue":"12","key":"22","first-page":"1008","volume":"32","year":"1998","journal-title":"European Journal of Marketing"},{"issue":"2","key":"9","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1086\/314323","volume":"27","year":"2000","journal-title":"Journal of Consumer Research"},{"issue":"5","key":"5","first-page":"26","volume":"82","year":"2004","journal-title":"Harvard Business Review"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2008.11.004"},{"key":"21","year":"1993"},{"issue":"2-3","key":"6","first-page":"103","volume":"29","year":"1997","journal-title":"Machine Learning"},{"issue":"2-3","key":"10","first-page":"131","volume":"29","year":"1997","journal-title":"Machine Learning"},{"key":"19","volume-title":"Nomograms for visualization of naive Bayesian classifier","year":"2004"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"issue":"7","key":"2","doi-asserted-by":"crossref","first-page":"1145","DOI":"10.1016\/S0031-3203(96)00142-2","volume":"30","year":"1997","journal-title":"Pattern Recognition"},{"issue":"5","key":"15","doi-asserted-by":"crossref","first-page":"429","DOI":"10.3233\/IDA-2002-6504","volume":"6","year":"2002","journal-title":"Intelligent Data Analysis Journal"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1080\/07408170590969861"},{"issue":"2","key":"3","first-page":"123","volume":"24","year":"1996","journal-title":"Machine Learning"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"}],"container-title":["Advances in Decision Sciences"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/archive\/2011\/515978.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/archive\/2011\/515978.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/archive\/2011\/515978.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,28]],"date-time":"2020-09-28T16:09:53Z","timestamp":1601309393000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/archive\/2011\/515978\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,7,3]]},"references-count":20,"alternative-id":["515978","515978"],"URL":"https:\/\/doi.org\/10.1155\/2011\/515978","relation":{},"ISSN":["2090-3359","2090-3367"],"issn-type":[{"value":"2090-3359","type":"print"},{"value":"2090-3367","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,7,3]]}}}