robust locally linear embedding.pdf

一种针对流形学习算法LLE的改进算法介绍

          </table>
       
    


<table class="tablePlainWhite" cellpadding="0" cellspacing="0" width="66%">
<script language="javascript">
<!--

if (document.cookie.length<=0)
   document.write("<tr><td><b>You must have cookies enabled on your browser to successfully login.</b></td></tr>")

//-->
</script>




   


</table>

<div style="padding-top: 5px; padding-bottom: 5px;">
<table width="600" cellspacing="0" cellpadding="0" >
<form name="Form1" method=post action="https://www.sciencedirect.com/science/login">
<input type="hidden" name="_ob" value="MiamiLogonURL">
<input type="hidden" name="md5" value="">
<input type="hidden" name="targetURL" value="http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V14-4H98SX2-2-8G&_cdi=5664&_user=2324825&_orig=search&_coverDate=06%2F30%2F2006&_sk=999609993&view=c&wchp=dGLbVzz-zSkzk&md5=e1fa609dd8080e6358cd6126e642d679&ie=/sdarticle.pdf">
<input type="hidden" name="returnURL" value="http://www.sciencedirect.com/science?_ob=ArticleListURL&_method=list&_ArticleListID=652639638&_sort=d&view=c&_acct=C000056917&_version=1&_urlVersion=0&_userid=2324825&md5=de9d1aeae2e7906f76f49095d44e7e39">
<input type="hidden" name="userIP" value="">

   <input type="hidden" name="guestPur" value="1">


  <tr><td>
    <div class="tableFmBg sci_dirBorder" style="padding-top: 5px; padding-bottom: 5px;">
      <table class="tableFmBgGray" width="100%">
      <tr>
        <td width="50%" valign="top">
          
          <table width="100%">
          <tr>
          
            <td colspan="2" class="tableFmCellAbove">If you have a User Name & Password, you may already have access to this article.  Please login below.</td>
          
          </tr>

          
          <tr>
            <td align="left" nowrap class="tableFmCell">User Name: </td>
            <td align="left"><input type="text" name="userid" value="" size="20" class="inputBox"></td>
          </tr>
          <tr>
           <td align="left" class="tableFmCell">Password: </td>
           <td align="left">
              <input type="password" name="password" size="20" maxlength=20 class="inputBox">
           </td>
          </tr> 

          
          <tr><td colspan="2">
           <input type="checkbox"  name="rememberid" id="rememberMe" value="Y"  title="Checking this option will log you in automatically next time you visit ScienceDirect"/>
     <label for="rememberMe"><span title="Checking this option will log you in automatically next time you visit ScienceDirect">Remember&nbsp;me&nbsp;on&nbsp;this&nbsp;computer</span></label>
          </td></tr>
          

          <tr>
          <td></td>
          <td style="line-height: 16px">
            <input type="submit" class="btn sci_dirBtn" value="Submit" name="Submit" alt="Submit" border="0" onmouseover="this.className='btnhov sci_dirBtnHov'" onmouseout="this.className='btn sci_dirBtn'">
            <a href="http://www.sciencedirect.com/science?_ob=ArticleListURL&_method=list&_ArticleListID=652639638&_sort=d&view=c&_acct=C000056917&_version=1&_urlVersion=0&_userid=2324825&md5=de9d1aeae2e7906f76f49095d44e7e39" class="btn sci_dirBtn">Cancel</a>
          </td>
          </tr>

                

            

            

            
            <tr><td colspan="2"><a href="/science?_ob=FederationURL&_method=display&_type=f&_acct=C000050221&_version=1&_userid=10&md5=72fe293848689e52a10d612dfcfa3bd4">Athens/Institution Login</a></td></tr>
            
          
          
          

          
            <tr><td colspan="2"><a href="/science?_ob=ReminderURL&_method=display&_acct=C000050221&_version=1&_userid=10&md5=340075608c2fef24d4a7760e4cdfc3e0" target="passwd" onClick="var remindWin; remidWin=window.open('','passwd','toolbar=0,menubar=0,resizable=0,dependent=0,status=0,scrollbars=1, width=600,height=400,left=25,top=25');"> Forgotten your User Name or Password?</a></td></tr>
          

         </table>
         
        </td> 
        <td width="50%" valign="top">
         
         <table width="100%">
         
           
             
               
                   <tr> <td class="tableFmCellAbove"> 
                     If you do not have a User Name and Password, click the "Register to Purchase" button below to purchase this article.
                     <br><br>Price: US $  30.00
                   </td></tr>

                   <tr><td style="line-height: 16px"> 
                     <a href="https://www.sciencedirect.com/science?_ob=RegistrationURL&_method=display&_type=guest&_returnURL=http%3A%2F%2Fwww.sciencedirect.com%2Fscience%3F_ob%3DMImg%26_imagekey%3DB6V14-4H98SX2-2-8G%26_cdi%3D5664%26_user%3D2324825%26_orig%3Dsearch%26_coverDate%3D06%2F30%2F2006%26_sk%3D999609993%26view%3Dc%26wchp%3DdGLbVzz-zSkzk%26md5%3De1fa609dd8080e6358cd6126e642d679%26ie%3D%2Fsdarticle.pdf&_acct=C000050221&_version=1&_userid=10&md5=8441d030dff24db79b91b2cebe6444de" class="btn sci_dirBtn">Register to Purchase</a>
                   </td></tr>

                
             
           
          
         </table>
        </td>
      </tr>
      </table>
    </div> 
  </td></tr>
</form>
</table>

</div>



</div>

</div>


</div></div></div>

<span style="font-size: 75%; font-family: arial,verdana,helvetica,sans-serif">
<table class="sdMainNav sci_dirNav" style="background-image: url(/scidirimg/sci_dir/navbar_back.gif);" border="0" cellpadding="0" cellspacing="0" style="font-size: 1em">
    <tr>
      <td align="right" width="1%">&nbsp;</td>
      <td align="left"><img src="/scidirimg/space.gif" height="1" width="1"><table class="sdMainNavCenter" style="font-size:1em" cellpadding="0" cellspacing="0">
        <tr valign="center">

      <td valign="center" align="left" nowrap class="sdMainNav" onmouseover="this.style.backgroundImage='url(/scidirimg/sci_dir/navbar_select.gif)';this.style.backgroundColor='#005d2a'" onmouseout="this.style.backgroundImage='';this.style.backgroundColor=''"><a href="/science?_ob=HomePageURL&_method=userHomePage&_btn=Y&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=6b8f8a0bb11c4ebe676f09e6d7da52c8" target="_top" name="Home" alt="Home" title="Home"><div class="sdMainNavPadding">Home</div></a></td>

<td valign="center" align="left" nowrap class="sdMainNav" onmouseover="this.style.backgroundImage='url(/scidirimg/sci_dir/navbar_select.gif)';this.style.backgroundColor='#005d2a'" onmouseout="this.style.backgroundImage='';this.style.backgroundColor=''" ><a href="/science?_ob=BrowseListURL&_type=all&_auth=y&_btn=Y&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=5c2ba95356d2e928fa0a0f1d2a95c8b2" target="_top" name="Browse" alt="Browse" title="Browse"><div class="sdMainNavPadding">Browse</div></a></td>



      <td valign="center" align="left" nowrap class="sdMainNav" onmouseover="this.style.backgroundImage='url(/scidirimg/sci_dir/navbar_select.gif)';this.style.backgroundColor='#005d2a'" onmouseout="this.style.backgroundImage='';this.style.backgroundColor=''"><a href="/science?_ob=UserSubscriptionURL&_method=begin&_btn=Y&_acct=C000050221&_version=1&_urlVersion=1&_userid=10&md5=0a50489567914fe5fc148aaf6fb7fb82" target="_top" name="account" alt="My Settings" title="My Settings"><div class="sdMainNavPadding">My Settings</div></a></td>

      <td valign="center" align="left" nowrap class="sdMainNav" onmouseover="this.style.backgroundImage='url(/scidirimg/sci_dir/navbar_select.gif)';this.style.backgroundColor='#005d2a'" onmouseout="this.style.backgroundImage='';this.style.backgroundColor=''" ><a href="/science?_ob=MiamiSDIURL&_method=listAlerts&_btn=Y&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=ee149f2754ec51cc8403679a69dea736" target="_top" name="alert" alt="Alerts" title="Alerts"><div class="sdMainNavPadding">Alerts</div></a></td>

      

      <td valign="center" align="left" nowrap class="sdMainNav" onmouseover="this.style.backgroundImage='url(/scidirimg/sci_dir/navbar_select.gif)';this.style.backgroundColor='#005d2a'" onmouseout="this.style.backgroundImage='';this.style.backgroundColor=''"><a href="/science?_ob=HelpURL&_file=invalid_login.htm&_btn=Y&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=df51ec63c26325a8a4288466bc48957e" target="sdhelp" alt="Help (Opens new window)" title="Help (Opens new window)" onClick="var helpWin; helpWin=window.open('/science?_ob=HelpURL&_file=invalid_login.htm&_btn=Y&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=df51ec63c26325a8a4288466bc48957e','sdhelp','scrollbars=yes,resizable=yes,directories=no,toolbar=no,menubar=no,status=no,width=760,height=570'); helpWin.focus(); return false"><div class="sdMainNavPadding">Help</div></a></td>

      

</tr></table>
</td></table>
</span>

<div style="margin-left:8px; margin-top: 5px; margin-right: 5px; margin-bottom: 5px;">
<div style="width:100%">
<table width=100% border=0 cellpadding=0 cellspacing=0 class="pageText" style="font-size:75%">
<tr>
<td valign=top>
<table border=0 cellpadding=0 cellspacing=0>
<tr valign=top>
<td valign=top>
  <a href="http://www.elsevier.com" target="_blank"><img src="/scidirimg/tree.gif" alt="Elsevier.com (Opens new window)" align="left" border="0" target="_blank"></a>
</td>
<td valign=bottom height=100%>
<table border=0 cellpadding=0 cellspacing=0 height=100%>
<tr height=100%>
<td align=left valign=bottom>
  <a href="http://info.sciencedirect.com/" title="ScienceDirect Info Site (Opens New Window)" target="_blank">About ScienceDirect</a> &nbsp;|&nbsp;
  
    
       <a href="/science?_ob=MiamiCommentURL&_method=comment&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=35de5c36da5433e32b1b3357b12a114c" target="_top">Contact Us</a>
       
          &nbsp;|&nbsp;
       
    
   
  
  <a href="/science?_ob=UserSubscriptionURL&_method=displayTerms&_acct=C000050221&_version=1&_urlVersion=1&_userid=10&md5=fee479c52e700c6acacefce9e2106a6f" target="_top">Terms &amp; Conditions</a>


  &nbsp;|&nbsp;


  <a href="/science?_ob=UserSubscriptionURL&_method=displayPolicy&_acct=C000050221&_version=1&_urlVersion=1&_userid=10&md5=9e5aa4a0cc7bfb68a086a1438e8bfb51" target="_top">Privacy Policy</a>


</td>
</tr>
<tr><td><img src="/scidirimg/clear.gif" alt="" width="1" height="10"></td></tr>
<tr height="0">
<td align=left valign=bottom style="height: 0; padding:0px; margin: 0px;">
Copyright &copy; 2007 <a href="http://www.elsevier.com" target="_blank">Elsevier B.V.</a> All rights reserved. ScienceDirect&reg; is a registered trademark of Elsevier B.V.
</td>
</tr>
</table>
</td></tr>
</table>
</td>

</tr></table>
</div></div>



</body>
</html>