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SciTePress - Publication Details

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<meta name='citation_author' content='Saeed Mirghasemi' /><meta name='citation_author' content='Ramesh Rayudu' /><meta name='citation_author' content='Mengjie Zhang' /> <meta name='citation_conference_title' content='7th International Conference on Evolutionary Computation Theory and Applications' /> <meta name='citation_isbn' content='978-989-758-157-1' /> <meta name='citation_firstpage' content='17' /> <meta name='citation_lastpage' content='27' /> <link href="App_Themes/BookStore/bs.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/bxslider.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/customIE.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/CustomStyleSheet.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/default.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/flip.css" type="text/css" rel="stylesheet" /><link href="App_Themes/BookStore/flip-demo.css" 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</td> <td class="tablePaperMenuSearch"> <select name="ctl00$MasterPageHeader$SmallMenu$DropDownListAuthors" id="MasterPageHeader_SmallMenu_DropDownListAuthors" tabindex="1" style="height:27px;width:325px;border: 1px solid rgba(0, 0, 0, 0.4) !important;"> <option value="Select a Subject">Select a Subject</option> <option value="Artificial Intelligence">Artificial Intelligence</option> <option value="Biomedical Engineering">Biomedical Engineering</option> <option value="Cloud Computing">Cloud Computing</option> <option value="Computational Intelligence">Computational Intelligence</option> <option value="Computer Vision, Visualization and Computer Graphics">Computer Vision, Visualization and Computer Graphics</option> <option value="Computer-Supported Education">Computer-Supported Education</option> <option value="Data Engineering ">Data Engineering </option> <option value="Energy and Economy">Energy and Economy</option> <option value="Enterprise Information Systems">Enterprise 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Technology">Sport Science Research and Technology</option> <option value="Telecommunications">Telecommunications</option> <option value="Web Information Systems and Technologies">Web Information Systems and Technologies</option> </select> </td> </tr> </table> <a id="MasterPageHeader_SmallMenu_AdvSearchAuthors" tabindex="1" class="otherButton filterByContextButton" href="AdvancedSearch.aspx?SearchCriteria=Authors" style="float: left; padding: 3px 14px;">Advanced Search Authors</a> <a onclick="return loadingClosePopUp(&#39;AuthorsSmallMenu&#39;);" id="MasterPageHeader_SmallMenu_AuthorsSearch" tabindex="1" class="defaultButton filterByContextButton" href="javascript:WebForm_DoPostBackWithOptions(new WebForm_PostBackOptions(&quot;ctl00$MasterPageHeader$SmallMenu$AuthorsSearch&quot;, &quot;&quot;, true, &quot;AuthorsSmallMenu&quot;, &quot;&quot;, false, true))" style="float: none; padding: 6px 14px; margin-left: 155px;"><i class='icon-search'></i>Search</a> </div> <p></p> <span id="MasterPageHeader_SmallMenu_Label15">If you're looking for an exact phrase use quotation marks on text fields.</span> </div><div id="MasterPageHeader_SmallMenu_RadPageViewAffiliations" class="rmpHiddenView"> <span id="MasterPageHeader_SmallMenu_CustomValidatorAffiliation" style="color:red;font-weight:bold;font-size:13px;margin-left:1px;visibility:hidden;">*Please fill out at least one Field.</span> <div id="MasterPageHeader_SmallMenu_PanelAffiliations" onkeypress="javascript:return WebForm_FireDefaultButton(event, &#39;MasterPageHeader_SmallMenu_AffiliationSearch&#39;)"> <table class="tablePaperMenu"> <tr> <td class="tablePaperMenuSearch">Name: </td> <td class="tablePaperMenuSearch"> <input name="ctl00$MasterPageHeader$SmallMenu$AffiliationName" type="text" id="MasterPageHeader_SmallMenu_AffiliationName" tabindex="1" class="teste" style="height:15px;width:311px;" /> </td> </tr> <tr> <td class="tablePaperMenuSearch">Country: </td> <td class="tablePaperMenuSearch"> <select 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Islands</option> <option value="Slovak Republic">Slovak Republic</option> <option value="Sierra Leone">Sierra Leone</option> <option value="San Marino">San Marino</option> <option value="Senegal">Senegal</option> <option value="Somalia">Somalia</option> <option value="Suriname">Suriname</option> <option value="Sao Tome and Principe">Sao Tome and Principe</option> <option value="El Salvador">El Salvador</option> <option value="Syrian Arab Republic">Syrian Arab Republic</option> <option value="Swaziland">Swaziland</option> <option value="Turks and Caicos Islands">Turks and Caicos Islands</option> <option value="Chad">Chad</option> <option value="French Southern Territories">French Southern Territories</option> <option value="Togo">Togo</option> <option value="Thailand">Thailand</option> <option value="Tajikistan">Tajikistan</option> <option value="Tokelau">Tokelau</option> <option value="Timor-Leste">Timor-Leste</option> <option value="Turkmenistan">Turkmenistan</option> <option 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id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelTitle" class="LabelSearchPublicationTitleBlack">A Heuristic Solution for Noisy Image Segmentation using Particle Swarm Optimization and Fuzzy Clustering</span> <p></p> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_PaperTopicsLabel" class="PublicationsDetailBold">Topics: </span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_PaperTopics" class="PublicationsDetailNormal">Swarm/Collective Intelligence</span> <div id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_ProceedingsInfoDiv"> <p></p> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuxInProceeding" class="PublicationsDetailNormal">In </span> <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LinkButtonProceeding" class="PublicationsDetail" href="ProceedingsDetails.aspx?ID=RCZ7WUIPfKk=&amp;t=1">Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: IJCCI,</a> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelPublicationDetailPages" class="PublicationsDetailNormal">17-27, </span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelPublicationDetailYear" class="PublicationsDetailNormal">2015</span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelPublicationDetailAddress" class="PublicationsDetailNormal">, Lisbon, Portugal</span> </div> </div> </article> <div class="book-i-caption"> <div class="span6 b-img-holder" style="width: 398px !important;"> <div class="blog-sec-slider teste"> <div class="slider5" style="height: 504px !important"> <div class="slide"> <img id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadBinaryImage1" class="PublicationImage" src="Telerik.Web.UI.WebResource.axd?imgid=a5050955a0784c7fb57b2c64a251806a&amp;type=rbi" style="border-color:LightGrey;border-width:2px;border-style:Outset;height:690px;width:488px;" /> </div> <div class="slide"> <img id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadBinaryImage2" class="PublicationImage" src="Telerik.Web.UI.WebResource.axd?imgid=0f87452f7748480c833d5599807efb5b&amp;type=rbi" style="border-color:LightGrey;border-width:2px;border-style:Outset;height:690px;width:488px;" /> </div> </div> </div> </div> <div class="span6 publicationDetailsInfo"> <p class="PublicationsDetailBold"> </p> <p class="PublicationsDetailBold"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelSearchAuthors" class="LabelSearchRepeater">Authors:</span> <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LinkButtonAuthor_0" href="PersonProfile.aspx?PersonAccountID=HYSMJL3uUdo=&amp;t=1"><span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LabelAuthor_0" class="PublicationsDetailNormal">Saeed&nbsp;Mirghasemi</span></a> <sup> </sup> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LabelComma_0" class="PublicationsDetailNormal">; </span> <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LinkButtonAuthor_1" href="PersonProfile.aspx?PersonAccountID=ZHP3EXa57eg=&amp;t=1"><span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LabelAuthor_1" class="PublicationsDetailNormal">Ramesh&nbsp;Rayudu</span></a> <sup> </sup> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LabelComma_1" class="PublicationsDetailNormal"> and</span> <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LinkButtonAuthor_2" href="PersonProfile.aspx?PersonAccountID=sFG+RQMsmfM=&amp;t=1"><span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AuthorsRepeater_LabelAuthor_2" class="PublicationsDetailNormal">Mengjie&nbsp;Zhang</span></a> <sup> </sup> </p> <p class="PublicationsDetailBold"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelSearchAffiliations" class="LabelSearchRepeater">Affiliation:</span> <sup> </sup> <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AffiliationsRepeater_LinkButtonAffiliation_0" href="AffiliationsProfile.aspx?Org=rrQBfnCsQexu5w5lr7WSZMpAyXZ9WRnvI4lFINqwGxHtGjPijLJ5pQ==&amp;t=1"><span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AffiliationsRepeater_LabelAffiliation_0" class="PublicationsDetailNormal">Victoria University of Wellington, New Zealand</span></a> </p> <p></p> <p class="PublicationsDetailBold"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelKeywords" class="LabelSearchRepeater"> Keyword(s):</span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelPublicationDetailKeywords" class="PublicationsDetailNormal">Noisy Image Segmentation, Fuzzy C-Means, Particle Swarm Optimization, Impulse Noise.</span> </p> <p class="PublicationsDetailBold"> <p class="PublicationsDetailNormal"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelTopic" class="LabelSearchRepeater">Related <a id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_OntologyTree" href="OntologyTree.aspx" target="_blank">Ontology</a> Subjects/Areas/Topics:</span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RepeaterTopicsFirstRow_Topic_0" title="Artificial Intelligence">Artificial Intelligence</span> ; <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RepeaterTopicsFirstRow_Topic_1" title="Computational Intelligence">Computational Intelligence</span> ; <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RepeaterTopicsFirstRow_Topic_2" title="Evolutionary Computing">Evolutionary Computing</span> ; <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RepeaterTopicsFirstRow_Topic_3" title="Soft Computing">Soft Computing</span> ; <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RepeaterTopicsFirstRow_Topic_4" title="Swarm/Collective Intelligence">Swarm/Collective Intelligence</span> </p> </p> <p class="PublicationsDetailBold"> <p class="PublicationsDetailNormal"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelAbstractTitle" class="LabelSearchRepeater">Abstract: </span> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LabelAbstract">Introducing methods that can work out the problem of noisy image segmentation is necessary for real-world vision problems. This paper proposes a new computational algorithm for segmentation of gray images contaminated with impulse noise. We have used Fuzzy C-Means (FCM) in fusion with Particle Swarm Optimization (PSO) to define a new similarity metric based on combining different intensity-based neighborhood features. PSO as a computational search algorithm, looks for an optimum similarity metric, and FCM as a clustering technique, helps to verify the similarity metric goodness. The proposed method has no parameters to tune, and works adaptively to eliminate impulsive noise. We have tested our algorithm on different synthetic and real images, and provided quantitative evaluation to measure effectiveness. 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Rayudu, R. and Zhang, M. (2015). <b>A Heuristic Solution for Noisy Image Segmentation using Particle Swarm Optimization and Fuzzy Clustering</b>. In <i>Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - ECTA</i>; ISBN 978-989-758-157-1, SciTePress, pages 17-27. DOI: 10.5220/0005584500170027</span> <p></p> </div><div id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewBibtex" class="rmpHiddenView"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_BibtexCitations">@conference{ecta15,<br />author={Saeed Mirghasemi. and Ramesh Rayudu. and Mengjie Zhang.},<br />title={A Heuristic Solution for Noisy Image Segmentation using Particle Swarm Optimization and Fuzzy Clustering},<br />booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - ECTA},<br />year={2015},<br />pages={17-27},<br />publisher={SciTePress},<br />organization={INSTICC},<br />doi={10.5220/0005584500170027},<br />isbn={978-989-758-157-1},<br />}</span> <p></p> </div><div id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewEndNote" class="rmpHiddenView"> <span id="ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_EndNoteCitations">TY - CONF <br /><br />JO - Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - ECTA<br />TI - A Heuristic Solution for Noisy Image Segmentation using Particle Swarm Optimization and Fuzzy Clustering<br />SN - 978-989-758-157-1<br />AU - Mirghasemi, S.<br />AU - Rayudu, R.<br />AU - Zhang, M.<br />PY - 2015<br />SP - 17<br />EP - 27<br />DO - 10.5220/0005584500170027<br />PB - SciTePress<br /></span> <p></p> </div><input id="ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadMultiPage_ClientState" name="ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadMultiPage_ClientState" type="hidden" /> </div> </div> </div> </div> <!-- AddThis Button BEGIN --> <div class="addthis_toolbox addthis_default_style " addthis:url="" addthis:title=""> <a class="addthis_button_preferred_1"></a> <a class="addthis_button_preferred_2"></a> <a class="addthis_button_preferred_3"></a> <a class="addthis_button_preferred_4"></a> <a class="addthis_button_compact"></a> <!-- <a class="addthis_counter addthis_bubble_style"></a> --> </div> <script type="text/javascript" src="http://s7.addthis.com/js/250/addthis_widget.js#pubid=ra-4ee609fe789ba78f"></script> <script type="text/javascript"> function showDialogInitially() { var wnd = $find("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1"); 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} document.getElementById('MasterPageHeader_SmallMenu_CustomValidator1').dispose = function() { Array.remove(Page_Validators, document.getElementById('MasterPageHeader_SmallMenu_CustomValidator1')); } document.getElementById('MasterPageHeader_SmallMenu_CustomValidatorAuthors').dispose = function() { Array.remove(Page_Validators, document.getElementById('MasterPageHeader_SmallMenu_CustomValidatorAuthors')); } document.getElementById('MasterPageHeader_SmallMenu_CustomValidatorAffiliation').dispose = function() { Array.remove(Page_Validators, document.getElementById('MasterPageHeader_SmallMenu_CustomValidatorAffiliation')); } Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadMultiPage, {"clientStateFieldID":"ctl00_MasterPageHeader_SmallMenu_RadMultiPage1_ClientState","pageViewData":[{"id":"MasterPageHeader_SmallMenu_RadPageViewProceedings"},{"id":"MasterPageHeader_SmallMenu_RadPageViewPapers"},{"id":"MasterPageHeader_SmallMenu_RadPageViewAuthors"},{"id":"MasterPageHeader_SmallMenu_RadPageViewAffiliations"}],"selectedIndex":0}, null, null, $get("ctl00_MasterPageHeader_SmallMenu_RadMultiPage1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadButton, {"_accessKey":"","_postBackReference":"WebForm_DoPostBackWithOptions(new WebForm_PostBackOptions('ctl00$MasterPageHeader$SmallMenu$RadButton2', '', true, '', '', false, false))","autoPostBack":false,"clientStateFieldID":"ctl00_MasterPageHeader_SmallMenu_RadButton2_ClientState","cssClass":"windowCloseButton LabelAuthorEditor","iconData":{},"imageData":{},"toggleStatesData":[],"uniqueGroupName":"","uniqueID":"ctl00$MasterPageHeader$SmallMenu$RadButton2"}, {"clicked":closeMenu}, null, $get("ctl00_MasterPageHeader_SmallMenu_RadButton2")); }); document.getElementById('ctl00_MasterPageHeader_RadMenu1_i2_ctl00_CustomValidatorProceedings').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_MasterPageHeader_RadMenu1_i2_ctl00_CustomValidatorProceedings')); } document.getElementById('ctl00_MasterPageHeader_RadMenu1_i2_ctl00_cv').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_MasterPageHeader_RadMenu1_i2_ctl00_cv')); } document.getElementById('ctl00_MasterPageHeader_RadMenu1_i3_ctl00_CustomValidator1').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_MasterPageHeader_RadMenu1_i3_ctl00_CustomValidator1')); } document.getElementById('ctl00_MasterPageHeader_RadMenu1_i6_ctl00_CustomValidatorAuthors').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_MasterPageHeader_RadMenu1_i6_ctl00_CustomValidatorAuthors')); } Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadMenu, {"_childListElementCssClass":null,"_skin":"Silk","attributes":{},"clientStateFieldID":"ctl00_MasterPageHeader_RadMenu1_ClientState","collapseAnimation":"{\"duration\":450}","enableRoundedCorners":true,"expandAnimation":"{\"duration\":450}","expandDelay":200,"itemData":[{"hasContentTemplate":true},{"hasContentTemplate":true},{"hasContentTemplate":true},{"navigateUrl":"~/AdvancedSearch.aspx"}]}, null, null, $get("ctl00_MasterPageHeader_RadMenu1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"RadToolTipInfo","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_MasterPageHeader_RadToolTip_ClientState","formID":"form1","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","targetControlID":"MasterPageHeader_HelpButton"}, {"hide":closeRadToolTips,"show":showRadToolTips}, null, $get("ctl00_MasterPageHeader_RadToolTip")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_MasterPageHeader_RadToolTip1_ClientState","formID":"form1","skin":"Default","targetControlID":"MasterPageHeader_HelpButton","text":"Search Fields"}, null, null, $get("ctl00_MasterPageHeader_RadToolTip1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_RTT_ClientState","formID":"form1","skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LP","text":"To unlock and download this paper, please login or click this icon to join INSTICC for free."}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_RTT")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_RadToolTipUnlockedPaper_ClientState","formID":"form1","skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_UP","text":"Paper unlocked"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_RadToolTipUnlockedPaper")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTip1_ClientState","formID":"form1","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","targetControlID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_AbstractRadButton","width":"800px"}, {"hide":closeRadToolTips,"show":showRadToolTips}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTip1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadAjaxLoadingPanel, {"initialDelayTime":0,"isSticky":false,"minDisplayTime":0,"skin":"Telerik","uniqueID":"ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperContent$RadAjaxLoadingPanel","zIndex":90000}, null, null, $get("ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadAjaxLoadingPanel")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadButton, {"_accessKey":"","_postBackReference":"WebForm_DoPostBackWithOptions(new WebForm_PostBackOptions('ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperContent$RadWindow1$C$RadButton2', '', true, '', '', false, false))","autoPostBack":false,"clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadButton2_ClientState","cssClass":"windowCloseButton LabelAuthorEditor","iconData":{},"imageData":{},"toggleStatesData":[],"uniqueGroupName":"","uniqueID":"ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperContent$RadWindow1$C$RadButton2"}, {"clicked":CloseAndRebind}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadButton2")); }); document.getElementById('ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadCaptcha1_ctl00').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadCaptcha1_ctl00')); } Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadCaptcha, {"_audioUrl":"/Telerik.Web.UI.WebResource.axd?type=cah\u0026isc=true\u0026guid=a2b6a902-42e9-468c-a9d9-f7475503e995","_enableAudio":false,"_persistCode":false,"clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadCaptcha1_ClientState"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_C_RadCaptcha1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadWindow, {"_dockMode":true,"behaviors":0,"clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1_ClientState","formID":"form1","height":"250px","iconUrl":"","minimizeIconUrl":"","modal":true,"name":"RadWindow1","reloadOnShow":true,"skin":"Default","visibleStatusbar":false,"width":"580px"}, {"close":Refreshpage,"show":showRadToolTips}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadWindow1")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadAjaxPanel, {"clientEvents":{OnRequestStart:"",OnResponseEnd:""},"enableAJAX":true,"enableHistory":false,"links":[],"loadingPanelID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadAjaxLoadingPanel","styles":[],"uniqueID":"ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperContent$RadAjaxPanel"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadAjaxPanel")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"RadToolTipInfo","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_PopupGuestInfo_ClientState","formID":"form1","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_GuestInfo","width":"486px"}, {"hide":closeRadToolTips,"show":showRadToolTips}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_PopupGuestInfo")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_RadtooltipGuestInfo_ClientState","formID":"form1","skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_GuestInfo"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_LoginViewGuest_RadtooltipGuestInfo")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"RadToolTipInfo","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_PopupUsersInfo_ClientState","formID":"form1","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_UsersInfo"}, {"hide":closeRadToolTips,"show":showRadToolTips}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_PopupUsersInfo")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadtooltipUsersInfo_ClientState","formID":"form1","skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_UsersInfo","text":"Download limit per month - 500 recent papers or 4000 papers more than 2 years old."}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadtooltipUsersInfo")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"RadToolTipInfo","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTipMyPapersNotMember_ClientState","formID":"form1","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","targetControlID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_MyPapersNotMember","width":"486px"}, {"hide":closeRadToolTips,"show":showRadToolTips}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTipMyPapersNotMember")); }); document.getElementById('ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadCaptchaDownload_ctl00').dispose = function() { Array.remove(Page_Validators, document.getElementById('ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadCaptchaDownload_ctl00')); } Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadCaptcha, {"_audioUrl":"/Telerik.Web.UI.WebResource.axd?type=cah\u0026isc=true\u0026guid=e3bf3c95-3ed4-4251-9675-67d168a9fcfa","_enableAudio":false,"_persistCode":false,"clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadCaptchaDownload_ClientState"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadCaptchaDownload")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadToolTip, {"_cssClass":"RadToolTipInfo","_manualCloseButtonText":"Close","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTip2_ClientState","formID":"form1","height":"150px","hideEvent":4,"modal":true,"position":22,"relativeTo":2,"showEvent":2,"skin":"Default","width":"580px"}, {"hide":Refreshpage,"show":tooltipsOn}, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadToolTip2")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadTabStrip, {"_selectedIndex":0,"_skin":"Silk","clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadTabStrip_ClientState","multiPageID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadMultiPage","selectedIndexes":["0"],"tabData":[{"_implPageViewID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewHarvard"},{"_implPageViewID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewBibtex"},{"_implPageViewID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewEndNote"}]}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadTabStrip")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadMultiPage, {"clientStateFieldID":"ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadMultiPage_ClientState","pageViewData":[{"id":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewHarvard"},{"id":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewBibtex"},{"id":"ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadPageViewEndNote"}],"selectedIndex":0}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperContent_RadMultiPage")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadAjaxLoadingPanel, {"initialDelayTime":0,"isSticky":false,"minDisplayTime":0,"skin":"Telerik","uniqueID":"ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperSummary$RadAjaxLoadingPanel","zIndex":90000}, null, null, $get("ContentPlaceHolder1_LinkPaperPage_LinkPaperSummary_RadAjaxLoadingPanel")); }); Sys.Application.add_init(function() { $create(Telerik.Web.UI.RadAjaxPanel, {"clientEvents":{OnRequestStart:"",OnResponseEnd:""},"enableAJAX":true,"enableHistory":false,"links":[],"loadingPanelID":"ContentPlaceHolder1_LinkPaperPage_LinkPaperSummary_RadAjaxLoadingPanel","styles":[],"uniqueID":"ctl00$ContentPlaceHolder1$LinkPaperPage$LinkPaperSummary$RadAjaxPanel"}, null, null, $get("ctl00_ContentPlaceHolder1_LinkPaperPage_LinkPaperSummary_RadAjaxPanel")); }); //]]> </script> </form> <script type="text/javascript" src='js/lib.js'></script> <script type="text/javascript" src='js/modernizr.js'></script> <script type="text/javascript" src='js/bs.js'></script> <script type="text/javascript" src='js/bxslider.js'></script> <script type="text/javascript" src='js/range-slider.js'></script> <script type="text/javascript" src='js/jquery.zoom.js'></script> <script type="text/javascript" src='js/bookblock.js'></script> <script type="text/javascript" src='js/custom.js'></script> <script type="text/javascript" src='js/social.js'></script> <noscript> &lt;style&gt; #socialicons&gt;a span { top: 0px; left: -100%; -webkit-transition: all 0.3s ease; -moz-transition: all 0.3s ease-in-out; -o-transition: all 0.3s ease-in-out; -ms-transition: all 0.3s ease-in-out; transition: all 0.3s ease-in-out;} #socialicons&gt;ahover div{left: 0px;} &lt;/style&gt; </noscript> <script type="text/javascript"> /* <![CDATA[ */ $(document).ready(function () { $('.social_active').hoverdir({}); }) /* ]]> */ </script> <script> $(document).ready(function () { $('#ex1').zoom(); }); </script> <script language="JavaScript" type="text/javascript"> function clearPreloadPage() { //DOM if (document.getElementById) { document.getElementById('prepage').style.visibility = 'hidden'; } else { if (document.layers) { //NS4 document.prepage.visibility = 'hidden'; } else { //IE4 document.all.prepage.style.visibility = 'hidden'; } } } function showUnloadPage() { //DOM if (document.getElementById) { document.getElementById('prepage').style.visibility = 'visible'; //alert(document.getElementById('prepage').style.visibility); } else { if (document.layers) { //NS4 document.prepage.visibility = 'visible'; } else { //IE4 document.all.prepage.style.visibility = 'visible'; } } } var showToolTips = false; var senderAux; function closeRadToolTips(sender, args) { showToolTips = false; senderAux = sender; } function showRadToolTips(sender, args) { showToolTips = true; senderAux = sender; window.scrollTo(0, 0); } function keydownCloseRadToolTip(event) { if (showToolTips) { if (event.keyCode == 27) { if (senderAux.get_id().indexOf("RadWindow") > -1) { //radwindows senderAux.close(); } else { //radtooltips senderAux.hide(); } } } } </script> <script> (function (i, s, o, g, r, a, m) { i['GoogleAnalyticsObject'] = r; i[r] = i[r] || function () { (i[r].q = i[r].q || []).push(arguments) }, i[r].l = 1 * new Date(); a = s.createElement(o), m = s.getElementsByTagName(o)[0]; a.async = 1; a.src = g; m.parentNode.insertBefore(a, m) })(window, document, 'script', '//www.google-analytics.com/analytics.js', 'ga'); ga('create', 'UA-51465771-9', 'auto'); 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