{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T19:19:43Z","timestamp":1778613583425,"version":"3.51.4"},"reference-count":150,"publisher":"Informa UK Limited","issue":"9-10","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2017,11,26]]},"DOI":"10.1080\/08839514.2018.1430469","type":"journal-article","created":{"date-parts":[[2018,2,5]],"date-time":"2018-02-05T15:58:17Z","timestamp":1517846297000},"page":"661-714","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":57,"title":["An Overview of Audio Event Detection Methods from Feature Extraction to Classification"],"prefix":"10.1080","volume":"31","author":[{"given":"Elham","family":"Babaee","sequence":"first","affiliation":[{"name":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nor Badrul","family":"Anuar","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ainuddin Wahid","family":"Abdul Wahab","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6605-498X","authenticated-orcid":false,"given":"Shahaboddin","family":"Shamshirband","sequence":"additional","affiliation":[{"name":"Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam"},{"name":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anthony T.","family":"Chronopoulos","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Texas, San Antonio, USA"},{"name":"Visiting Faculty, Department Computer Engineering &amp; Informatics, University of Patras, Rio, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2018,2,5]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2005.08.004"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1970.1054472"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2011.2147794"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2013.12.010"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1978.4309958"},{"issue":"3","key":"CIT0008","volume":"6","author":"Balochian S.","year":"2013","journal-title":"International Journal of Signal Processing, Image Processing & Pattern Recognition"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.014"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007515423169"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177699147"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6393(99)00070-9"},{"issue":"2","key":"CIT0013","volume":"8","author":"Bhatia N.","year":"2010","journal-title":"International Journal of Computer Science and Information Security (IJCSIS)"},{"issue":"4","key":"CIT0014","volume":"2","author":"Bhavsar H.","year":"2012","journal-title":"International Journal of Soft Computing and Engineering (IJSCE)"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2007.902861"},{"key":"CIT0017","volume-title":"Connectionist speech recognition: A hybrid approach","author":"Bourlard H. A.","year":"1993"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90228-3"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2008.2009578"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1109\/5.628714"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(91)90012-T"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.04.026"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2011.10.009"},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.4018\/jmdem.2013010101"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2005.852988"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(00)88942-2"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2012.04.023"},{"key":"CIT0035","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"CIT0036","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2012.2191955"},{"key":"CIT0037","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0084139"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(03)00082-5"},{"key":"CIT0039","doi-asserted-by":"publisher","DOI":"10.1016\/S0885-2308(03)00011-1"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1980.1163420"},{"key":"CIT0041","volume-title":"Discrete-Time Processing of Speech Signals","author":"Deller J. J. R.","year":"2000"},{"key":"CIT0042","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.06.126"},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.12.033"},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2010.10.011"},{"key":"CIT0045","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_1"},{"key":"CIT0046","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007607513941"},{"key":"CIT0047","unstructured":"Driggers, R. G. 2003. Encyclopedia of Optical Engineering (Vol. 3). Maryland, USA: Marcel Dekker Inc."},{"key":"CIT0048","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2014.01.001"},{"key":"CIT0049","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-015-0069-2"},{"key":"CIT0050","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"CIT0051","volume-title":"Experiments with a new boosting algorithm","author":"Freund Y.","year":"1996"},{"key":"CIT0052","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"CIT0053","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"CIT0056","author":"Gergen S.","year":"2014","journal-title":"Signal Processing"},{"key":"CIT0057","unstructured":"Giannakopoulos, T., D. Kosmopoulos, A. Aristidou, and S. Theodoridis. 2006. Violence content classification using audio features. Advances in Artificial Intelligence, Berlin, Heidelberg: Springer, 502\u201307."},{"key":"CIT0058","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-08-099388-1.00004-2"},{"issue":"4","key":"CIT0060","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/BF00340335","volume":"23","author":"Grossberg S.","year":"1976","journal-title":"Biological Cybernetics"},{"key":"CIT0061","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2028371"},{"key":"CIT0062","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2006.11.008"},{"key":"CIT0063","doi-asserted-by":"publisher","DOI":"10.1121\/1.399423"},{"key":"CIT0064","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2006.889760"},{"key":"CIT0065","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.02.059"},{"key":"CIT0067","doi-asserted-by":"publisher","DOI":"10.1109\/34.824819"},{"key":"CIT0068","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2006.874114"},{"key":"CIT0069","volume-title":"Transductive inference for text classification using support vector machines","author":"Joachims T.","year":"1999"},{"key":"CIT0070","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2007.10.001"},{"key":"CIT0071","doi-asserted-by":"publisher","DOI":"10.1002\/9780470316801"},{"key":"CIT0072","doi-asserted-by":"publisher","DOI":"10.1007\/11590316_44"},{"key":"CIT0073","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.04.014"},{"key":"CIT0074","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2009.08.009"},{"key":"CIT0075","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.06.023"},{"key":"CIT0076","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74549-5_7"},{"key":"CIT0077","doi-asserted-by":"publisher","DOI":"10.1007\/BF00317973"},{"key":"CIT0078","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2007.08.006"},{"issue":"1","key":"CIT0079","first-page":"1144","volume":"36","author":"Kulkarni V. Y.","year":"2013","journal-title":"Int Journal of Advanced Computing"},{"key":"CIT0081","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1981.1163642"},{"key":"CIT0083","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.07.004"},{"key":"CIT0084","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2010.07.003"},{"key":"CIT0085","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(00)00119-7"},{"key":"CIT0086","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2012.01.036"},{"key":"CIT0088","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2007.07.001"},{"key":"CIT0089","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2002.804546"},{"key":"CIT0090","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.08.233"},{"key":"CIT0091","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2011.12.019"},{"key":"CIT0092","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.10.001"},{"key":"CIT0093","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012491016871"},{"key":"CIT0094","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.01.015"},{"key":"CIT0095","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2008.05.008"},{"key":"CIT0096","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02397-2_21"},{"key":"CIT0097","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2003.820450"},{"key":"CIT0098","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2389618"},{"key":"CIT0099","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2005.09.009"},{"key":"CIT0100","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.05.004"},{"key":"CIT0102","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-007-0241-4"},{"key":"CIT0104","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2014.02.001"},{"key":"CIT0105","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2006.10.007"},{"key":"CIT0106","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2012.07.005"},{"key":"CIT0107","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2012.12.007"},{"key":"CIT0109","volume-title":"Learning machines: Foundations of trainable pattern classifying systems","author":"Nillson N.","year":"1965"},{"key":"CIT0110","doi-asserted-by":"publisher","DOI":"10.1016\/j.protcy.2013.12.366"},{"key":"CIT0111","doi-asserted-by":"publisher","DOI":"10.1109\/91.531768"},{"key":"CIT0112","volume-title":"Discrete-time signal processing","author":"Oppenheim A. V.","year":"1989"},{"key":"CIT0113","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2009.10.025"},{"key":"CIT0115","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.05.019"},{"key":"CIT0117","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2013.12.026"},{"key":"CIT0118","doi-asserted-by":"publisher","DOI":"10.1109\/5326.983933"},{"key":"CIT0119","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2013.03.017"},{"key":"CIT0120","doi-asserted-by":"publisher","DOI":"10.1016\/j.apacoust.2014.01.001"},{"key":"CIT0121","doi-asserted-by":"publisher","DOI":"10.14445\/22312803\/IJCTT-V8P105"},{"key":"CIT0122","volume-title":"Neural and adaptive systems: Fundamentals through simulations","author":"Principe J. C.","year":"2000"},{"key":"CIT0123","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2004.10.015"},{"key":"CIT0124","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2103059"},{"key":"CIT0127","doi-asserted-by":"publisher","DOI":"10.1109\/78.80847"},{"key":"CIT0128","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6393(95)00009-D"},{"key":"CIT0129","doi-asserted-by":"publisher","DOI":"10.1006\/dspr.1999.0361"},{"key":"CIT0130","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28931-6_22"},{"key":"CIT0131","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2009.07.017"},{"key":"CIT0133","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2009.06.006"},{"key":"CIT0134","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.03.052"},{"issue":"2","key":"CIT0135","volume":"2","author":"Sathya R.","year":"2013","journal-title":"(IJARAI) International Journal of Advanced Research in Artificial Intelligence"},{"key":"CIT0136","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.889175"},{"key":"CIT0138","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"CIT0139","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-18167-2_13"},{"key":"CIT0140","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2011.01.011"},{"key":"CIT0142","author":"Sharma S.","year":"2013","journal-title":"International Journal of Advanced Computer Research"},{"key":"CIT0143","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2006.884618"},{"key":"CIT0144","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2011.08.756"},{"key":"CIT0145","doi-asserted-by":"publisher","DOI":"10.1007\/s100440200011"},{"key":"CIT0147","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2011-746","volume-title":"Automatic detection of depression in speech using gaussian mixture modeling with factor analysis","author":"Sturim D. E.","year":"2011"},{"key":"CIT0148","doi-asserted-by":"publisher","DOI":"10.1186\/1687-5281-2013-27"},{"key":"CIT0149","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001406005137"},{"key":"CIT0150","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2002.1033186"},{"key":"CIT0151","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.10.026"},{"key":"CIT0152","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.11.005"},{"key":"CIT0153","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.06.009"},{"key":"CIT0154","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2191944"},{"key":"CIT0155","doi-asserted-by":"publisher","DOI":"10.1109\/34.709601"},{"key":"CIT0156","doi-asserted-by":"publisher","DOI":"10.1109\/89.917689"},{"key":"CIT0157","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.05.055"},{"key":"CIT0158","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.11.020"},{"key":"CIT0159","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2073706"},{"key":"CIT0160","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.62"},{"key":"CIT0162","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00395-3"},{"key":"CIT0163","volume-title":"Statistical learning theory","author":"Vapnik V.","year":"1998"},{"key":"CIT0164","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-010-0722-9"},{"key":"CIT0167","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2012.05.012"},{"key":"CIT0169","doi-asserted-by":"publisher","DOI":"10.4304\/jmm.8.2.113-120"},{"key":"CIT0170","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2007.911305"},{"key":"CIT0171","doi-asserted-by":"publisher","DOI":"10.1109\/91.842154"},{"key":"CIT0173","doi-asserted-by":"publisher","DOI":"10.1002\/9780470522356.ch1"},{"key":"CIT0174","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2002.804564"},{"key":"CIT0176","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2186825"},{"key":"CIT0177","doi-asserted-by":"publisher","DOI":"10.1142\/9789814261302_0020"},{"key":"CIT0178","unstructured":"Zhao, Y., and G. Karypis. 2001. Criterion functions for document clustering: Experiments and analysis. Department of Computer Science and Engineering University of Minnesota,Minneapolis, USA, Technical report."},{"key":"CIT0179","doi-asserted-by":"publisher","DOI":"10.1016\/j.phpro.2012.03.270"},{"key":"CIT0180","doi-asserted-by":"publisher","DOI":"10.2200\/S00196ED1V01Y200906AIM006"},{"key":"CIT0182","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2013.01.004"},{"key":"CIT0183","doi-asserted-by":"publisher","DOI":"10.1016\/S0885-2308(03)00007-X"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2018.1430469","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,13]],"date-time":"2022-08-13T22:53:26Z","timestamp":1660431206000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2018.1430469"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,26]]},"references-count":150,"journal-issue":{"issue":"9-10","published-online":{"date-parts":[[2018,2,5]]},"published-print":{"date-parts":[[2017,11,26]]}},"alternative-id":["10.1080\/08839514.2018.1430469"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2018.1430469","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"value":"0883-9514","type":"print"},{"value":"1087-6545","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,26]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"}]}}