<div dir="ltr"><div><br></div><div><p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:14pt;line-height:115%;font-family:Arial,sans-serif">Artificial
Intelligence Seminars<span></span></span></p>
<p class="MsoNormal" align="center" style="margin-bottom:0.0001pt;text-align:center;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:15pt;font-family:"Arial Black",sans-serif">New
models and Methods for Time Series <span></span></span></b></p>
<p class="MsoNormal" align="center" style="margin-bottom:0.0001pt;text-align:center;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:15pt;font-family:"Arial Black",sans-serif">Analysis
in Big Data Era<span></span></span></b></p>
<p class="MsoNormal" align="center" style="margin-bottom:0.0001pt;text-align:center;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><br></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif"></span><b><span style="font-size:12pt;font-family:"Times New Roman",serif">Speaker </span></b><span style="font-size:12pt;font-family:"Times New Roman",serif">Dr. Xialu Liu, PhD<span></span></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif"> Assistant
Professor<span></span></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif"> Department
of Management Information Systems <span></span></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif"> San
Diego State University<b><span></span></b></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></b></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:12pt;font-family:"Times New Roman",serif">Where </span></b><span style="font-size:12pt;font-family:"Times New Roman",serif">GMCS-405<b><span></span></b></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></b></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><a name="OLE_LINK2"></a><a name="OLE_LINK1"><b><span style="font-size:12pt;font-family:"Times New Roman",serif">When </span></b></a><span style="font-size:12pt;font-family:"Times New Roman",serif">10:30am-11:30am, Friday,
November 3, 2017 <span></span></span></p>
<p class="gmail-MsoListParagraph" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:Symbol"><img width="13" height="13" alt="*"><span style="font-variant-numeric:normal;font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman""> </span></span><b><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></b></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:12pt;font-family:"Times New Roman",serif">About<span></span></span></b></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="width:605px;height:6px"><img width="605" height="2"></span><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></p>
<br clear="ALL">
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif">Dr. Xialu Liu is an Assistant Professor in <a name="OLE_LINK22"></a><a name="OLE_LINK21">Management Information
Systems </a>Department at San Diego State University. She obtained her
Ph.D. in Statistics at Rutgers University. Her research interests include
functional time series, high-dimensional data, factor models, and statistical
applications in sciences, finance and marketing.<br>
<br>
<a name="OLE_LINK7"></a><a name="OLE_LINK4"></a><a name="OLE_LINK3"><b>Abstract<span></span></b></a></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="width:605px;height:4px"><img width="605" height="2"></span><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></p>
<br clear="ALL">
<p class="MsoNormal" style="margin:0in 24pt 0.0001pt 0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif">In big data era, available information becomes massive and complex and is
often observed over time. Conventional time series models are limited in
capability of dealing with these type of data. This talk focuses on developing
new statistical models, along with their associated estimation procedures, to
analyze time series data in functional form, and in high dimension, with linear
or nonlinear dynamics, which can be broadly applicable to finance, environment,
engineering, biological and medical sciences.<span></span></span></p>
<p class="MsoNormal" style="margin:0in 24pt 0.0001pt 0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:Elephant,serif"><span> </span></span></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="font-size:12pt;font-family:"Times New Roman",serif">Contact<span></span></span></b></p>
<p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="width:605px;height:4px"><img width="605" height="2"></span><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></p>
<p class="MsoNormal" style="margin:0in 24pt 0.0001pt 0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif">Host: Dr. Xiaobai Liu<span></span></span></p>
<p class="MsoNormal" style="margin:0in 24pt 0.0001pt 0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif">Email: <a href="mailto:sdsuclub@gmail.com">sdsuclub@gmail.com</a><span></span></span></p>
<p class="MsoNormal" style="margin:0in 24pt 0.0001pt 0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><span style="font-size:12pt;font-family:"Times New Roman",serif">Web: <a href="http://aiclub.sdsu.edu">aiclub.sdsu.edu</a><span></span></span></p></div><div><br></div><br clear="all"><div><div class="gmail_signature"><div dir="ltr"><div><div><span style="font-size:12.8px">Best,</span></div><div><span style="font-size:12.8px"><br></span></div><div dir="ltr"><span style="font-size:12.8px">Xiaobai Liu, PhD</span><div style="font-size:12.8px"><span style="font-size:12.8px">Assistant Professor</span><br></div><div style="font-size:12.8px">Department of Computer Science, <br>San Diego State University (SDSU)<br>San Diego, CA 92182<br>URL: <a href="http://cv.sdsu.edu/" target="_blank">http://cv.sdsu.edu</a></div></div></div></div></div></div>
</div>