{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T00:29:52Z","timestamp":1648859392417},"reference-count":11,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Discrete Math. Algorithm. Appl."],"published-print":{"date-parts":[[2010,12]]},"abstract":"<jats:p> We consider the following sample selection problem. We observe in an online fashion a sequence of samples, each endowed by a quality. Our goal is to either select or reject each sample, so as to maximize the aggregate quality of the subsample selected so far. There is a natural trade-off here between the rate of selection and the aggregate quality of the subsample. We show that for a number of such problems extremely simple and oblivious \"threshold rules\" for selection achieve optimal tradeoffs between rate of selection and aggregate quality in a probabilistic sense. In some cases we show that the same threshold rule is optimal for a large class of quality distributions and is thus oblivious in a strong sense. <\/jats:p>","DOI":"10.1142\/s1793830910000929","type":"journal-article","created":{"date-parts":[[2011,1,17]],"date-time":"2011-01-17T03:21:26Z","timestamp":1295234486000},"page":"625-642","source":"Crossref","is-referenced-by-count":0,"title":["THRESHOLD RULES FOR ONLINE SAMPLE SELECTION"],"prefix":"10.1142","volume":"02","author":[{"given":"ERIC","family":"BACH","sequence":"first","affiliation":[{"name":"Computer Sciences Department, University of Wisconsin - Madison, 1210 W. Dayton St., Madison, WI 53706-1685, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SHUCHI","family":"CHAWLA","sequence":"additional","affiliation":[{"name":"Computer Sciences Department, University of Wisconsin - Madison, 1210 W. Dayton St., Madison, WI 53706-1685, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SEEUN","family":"UMBOH","sequence":"additional","affiliation":[{"name":"Computer Sciences Department, University of Wisconsin - Madison, 1210 W. Dayton St., Madison, WI 53706-1685, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2012,4,6]]},"reference":[{"key":"rf1","volume-title":"Handbook of Mathematical Functions: with Formulas, Graphs, and Mathematical Tables","author":"Abramowitz M.","year":"1965"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2004.04.010"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1145\/322092.322095"},{"key":"rf5","volume-title":"Online Computation and Competitive Analysis","author":"Borodin A.","year":"1998"},{"key":"rf7","series-title":"Society for Industrial and Applied Mathematics","first-page":"1184","author":"Broder A. Z.","year":"2008"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177012493"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.2307\/1402748"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1145\/321906.321910"},{"key":"rf13","unstructured":"S.\u00a0Samuels, Handbook of Sequential Analysis (Marcel Dekker, Inc., 1991)\u00a0pp. 381\u2013405."},{"key":"rf14","volume-title":"Mathematical Statistics","author":"Wilks S. S.","year":"1962"},{"key":"rf15","series-title":"IEEE Computer Society","first-page":"1060","author":"Zhang W.","year":"2009"}],"container-title":["Discrete Mathematics, Algorithms and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1793830910000929","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T13:16:11Z","timestamp":1565097371000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S1793830910000929"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,12]]},"references-count":11,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2012,4,6]]},"published-print":{"date-parts":[[2010,12]]}},"alternative-id":["10.1142\/S1793830910000929"],"URL":"https:\/\/doi.org\/10.1142\/s1793830910000929","relation":{},"ISSN":["1793-8309","1793-8317"],"issn-type":[{"value":"1793-8309","type":"print"},{"value":"1793-8317","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,12]]}}}