{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T05:22:12Z","timestamp":1768281732986,"version":"3.49.0"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2014,5,1]],"date-time":"2014-05-01T00:00:00Z","timestamp":1398902400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2014,5]]},"DOI":"10.1109\/jstars.2014.2321972","type":"journal-article","created":{"date-parts":[[2014,6,6]],"date-time":"2014-06-06T18:24:58Z","timestamp":1402079098000},"page":"1719-1728","source":"Crossref","is-referenced-by-count":29,"title":["Hybrid Technique Using Singular Value Decomposition (SVD) and Support Vector Machine (SVM) Approach for Earthquake Prediction"],"prefix":"10.1109","volume":"7","author":[{"given":"Winda","family":"Astuti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rini","family":"Akmeliawati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wahju","family":"Sediono","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. J. E.","family":"Salami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Preseismic electric field &#x201C;strange attractor&#x201D; like precursor analysis applied on large (Ms > 5.5R) EQs, which occurred in Greece during December 1st, 2007&#x2013;April 30th, 2008","author":"thanassoulas","year":"2008"},{"key":"ref32","article-title":"Preseismic oscillating electric field &#x201C;strange attractor like&#x201D; precursor, of T = 6 months, triggered by SSA tidal wave. Application on large (Ms > 6.0R) EQs in Greece (October 1st, 2006&#x2013;December 2nd, 2008)","author":"thanassoulas","year":"2009"},{"key":"ref31","first-page":"101","article-title":"In defense of one-Vs-All classification","volume":"5","author":"rifkin","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref30","first-page":"1","author":"vaidyanathan","year":"2008","journal-title":"Linear Prediction Theory"},{"key":"ref36","article-title":"The seismic area in the lithosphere considered as an &#x201C;Open Physical System.&#x201D; Its implications on some seismological aspects. Part-II. Maximum expected magnitude determination","author":"thanassoulas","year":"2008"},{"key":"ref35","article-title":"The electric field of the Earth after the occurrence of the February 14th, 2008, Ms = 6.7R EQ in Greece. Its implications towards the prediction of a probable future large EQ","author":"thanassoulas","year":"2008"},{"key":"ref34","article-title":"Strange attractor like electric seismic precursor observed prior to the Nafpactos, Greece, EQs of 18th\/22nd January, 2010(Ms = 5.7R\/5.6R)","author":"thanassoulas","year":"2010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2011.2177962"},{"key":"ref11","author":"hamada","year":"1996","journal-title":"A Critical Review of Van Earthquake Prediction from Seismic Electrical Signals"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1142\/9789812815491_0004"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0031-9201(90)90096-G"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1029\/JB095iB12p19763"},{"key":"ref15","first-page":"31","article-title":"CN Earthquake prediction algorithm and the monitoring of the future strong Vrancea events","volume":"48","author":"carmen","year":"2004","journal-title":"Rev Roum G&#x00E9;ophys"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-05298-3_4"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1146\/annurev.earth.30.100301.083856","article-title":"Earthquake prediction: State-of-the-art and emerging possibilities","volume":"30","author":"keilis-borok","year":"2002","journal-title":"Annu Rev Earth Planet Sci"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.05.050"},{"key":"ref19","first-page":"975","article-title":"Study on technique of earthquake prediction","volume":"29","author":"preethi","year":"2011","journal-title":"Int J Comput Appl"},{"key":"ref28","year":"2012"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"329","DOI":"10.3319\/TAO.2004.15.3.329(EP)","article-title":"ULF geomagnetic changes associated with large earthquakes","volume":"15","author":"hattori","year":"2004","journal-title":"Terr Atmos Ocean Sci"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5194\/nhess-13-1679-2013"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1142\/5382","author":"ikeya","year":"2004","journal-title":"Earthquake and Animal From Folk Legend to Science"},{"key":"ref6","first-page":"37","article-title":"Rocks that crackle and sparkle and glow: Strange pre-earthquake phenomena","volume":"17","author":"freund","year":"2003","journal-title":"J Sci Explor"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/DELTA.2011.60"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1531","DOI":"10.1029\/1999GL005432","article-title":"ULF electromagnetic precursor for an earthquake at Biak Indonesia on February, 1996","volume":"27","author":"hayakawa","year":"2004","journal-title":"Geophys Res Lett"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5194\/nhess-1-33-2001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/BF03352449"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"247","DOI":"10.2205\/2001ES000058","article-title":"Modeling of seismo-electromagnetic phenomena","volume":"3","author":"geshenzon","year":"2001","journal-title":"Rus J Earth Sci"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/BF03351633"},{"key":"ref1","first-page":"159","article-title":"Earthquakes prediction through animal behavior: A review","author":"bhargava","year":"2009","journal-title":"Indian Journal of Biomechanics"},{"key":"ref20","first-page":"6","article-title":"Seismic alert system based on artificial neural networks","volume":"66","author":"robles","year":"2012","journal-title":"World Acad Sci Eng Technol"},{"key":"ref22","first-page":"98","author":"lorenz","year":"1956","journal-title":"Empirical orthogonal functions and statistical weather prediction"},{"key":"ref21","author":"thanassoulas","year":"2007","journal-title":"Short-term Earthquake Prediction"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.7763\/IJCTE.2009.V1.9"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0442(1992)005<0561:SVDOWS>2.0.CO;2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389"},{"key":"ref25","first-page":"208","article-title":"An efficient approach for weather forecasting using support vector machine","volume":"47","author":"rao","year":"0","journal-title":"Proc Int Conf Comput Technol Sci (ICCTS) Int Proc Comput Sci Inf Technol (IPCSIT)"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/6834838\/06827211.pdf?arnumber=6827211","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:57:28Z","timestamp":1642006648000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6827211\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,5]]},"references-count":36,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2014.2321972","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,5]]}}}