{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T17:35:43Z","timestamp":1648920943706},"reference-count":5,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Encyclopedia Semant. Comput. Robot. Int."],"published-print":{"date-parts":[[2017,3]]},"abstract":"<jats:p> The objective of this tutorial is to present an overview of machine learning (ML) methods. This paper outlines different types of ML as well as techniques for each kind. It covers popular applications for different types of ML. On-Line Analytic Processing (OLAP) enables users of multidimensional databases to create online comparative summaries of data. This paper goes over commercial OLAP software available as well as OLAP techniques such as \u201cslice and dice\u201d and \u201cdrill down and roll up.\u201d It discusses various techniques and metrics used to evaluate how accurate a ML algorithm is. <\/jats:p>","DOI":"10.1142\/s2425038416300196","type":"journal-article","created":{"date-parts":[[2017,3,24]],"date-time":"2017-03-24T01:51:01Z","timestamp":1490320261000},"page":"1630019","source":"Crossref","is-referenced-by-count":0,"title":["OLAP and machine learning"],"prefix":"10.1142","volume":"01","author":[{"given":"Jennifer","family":"Jin","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, University of California-Irvine, 5200 Engineering Hall, Irvine, CA 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2017,3,23]]},"reference":[{"key":"S2425038416300196BIB008","volume-title":"An Introduction to Database Systems","author":"Date C. J.","year":"2004","edition":"8"},{"key":"S2425038416300196BIB014","doi-asserted-by":"publisher","DOI":"10.2174\/1573406412666160229150823"},{"key":"S2425038416300196BIB015","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18305-3_4"},{"key":"S2425038416300196BIB016","first-page":"15","volume":"2014","author":"Bal M.","journal-title":"Sci. World J."},{"key":"S2425038416300196BIB020","doi-asserted-by":"publisher","DOI":"10.1016\/j.peva.2010.01.001"}],"container-title":["Encyclopedia with Semantic Computing and Robotic Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S2425038416300196","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T03:51:52Z","timestamp":1565149912000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2425038416300196"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":5,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2017,3,23]]},"published-print":{"date-parts":[[2017,3]]}},"alternative-id":["10.1142\/S2425038416300196"],"URL":"https:\/\/doi.org\/10.1142\/s2425038416300196","relation":{},"ISSN":["2529-7376","2529-7392"],"issn-type":[{"value":"2529-7376","type":"print"},{"value":"2529-7392","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3]]}}}