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mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman",serif;} </style> <![endif]--><!-- base href="http://web.cse.ohio-state.edu/~parthasarathy.2/" --><!--[if gte mso 9]><xml> <o:shapedefaults v:ext="edit" spidmax="1026"/> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body lang=EN-US link=blue vlink=purple style='tab-interval:.5in'> <div class=WordSection1> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><br> &nbsp; <o:p></o:p></span></p> <table class=MsoNormalTable border=0 cellpadding=0 style='mso-cellspacing:1.5pt; mso-yfti-tbllook:1184;mso-padding-alt:7.5pt 7.5pt 7.5pt 7.5pt' nosave=""> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes' nosave=""> <td valign=top style='padding:7.5pt 7.5pt 7.5pt 7.5pt' nosave=""> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Srinivasan Parthasarathy<o:p></o:p></span></h2> <p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Professor <o:p></o:p></span></b></p> <p><span style='font-size:16.0pt'>Dept. of Computer Science and Engineering and Department of Biomedical Informatics&nbsp; <br> The Ohio State University&nbsp; <br> 395 Dreese Lab <br> 2015 Neil Ave&nbsp; <br> Columbus, OH-43210, USA <o:p></o:p></span></p> <p><b><span style='font-size:16.0pt'>Office:</span></b><span style='font-size:16.0pt'> 693 Dreese Lab&nbsp; <br> <b>Phone:</b> (614) 292-2568 <br> <b>Fax:</b> (614) 292-2911 <br> <b>Email</b>: s r <span class=SpellE>i</span> n <span class=SpellE>i</span> [AT] cse.ohio-state.edu (remove spaces in name and replace [AT] with appropriate symbol) <br> <b>WWW: </b><a href="http://www.cse.ohio-state.edu/%7E">http://www.cse.ohio-state.edu/~</a> (my-last-name.2) </span></p> </td> </tr> </table> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Teaching<o:p></o:p></span></h2> <h2><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>I primarily teach courses in the Data and Network Science areas. In the past I have taught courses in Computer Architecture. Recent courses I have taught include:</span><span style='font-size:16.0pt;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></h2> <p class=MsoNormal style='margin-left:31.5pt'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Eparthasarathy.2/674">CSE 5243</a> (Introduction to Data Mining)<o:p></o:p></span></p> <p class=MsoNormal style='margin-left:31.5pt'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Eparthasarathy.2/788">CSE 5249</a> (Special Topics Seminar in Databases and Data Mining)<o:p></o:p></span></p> <p class=MsoNormal style='margin-left:31.5pt'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Eparthasarathy.2/CSE5245">CSE 5245</a> (Introduction to Network Science)</span><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Research<o:p></o:p></span></h2> <h2><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>I direct the Data Mining Research Laboratory which is a part of the High End Systems Group and affiliated with the Laboratory for Artificial Intelligence Research. I am broadly interested in the following areas</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></h2> <ol start=1 type=1> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list .5in'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>High Performance Data Analytics<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list .5in'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>Graph Analytics and Network Science <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list .5in'><span style='font-size:16.0pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>Machine Learning and Database Systems <o:p></o:p></span></li> </ol> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>I enjoy applied, systems and theoretical problems in these areas. The National Science Foundation, the Department of Energy and the National Institutes of Health have been the primary supporters of my group's research together with grants and gifts from several industrial sponsors. For a recent example, read more <a href="https://engineering.osu.edu/news/2015/11/engineering-better-tools-disaster-recovery">here.</a><o:p></o:p></span></p> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>PhD Advisees<o:p></o:p></span></h2> <h2><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>I currently advise the following PhD students (research foci noted):</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'><o:p></o:p></span></h2> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="http://jiongqianliang.com/"><span class=SpellE>Jiongqian</span> Liang</a> (Research Foci: Human Guided Analytics, Clinical Informatics, Emergency Response)<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Yu Wang (Research Focus: Sampling Network Data, Network Science)<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/bortik-bandyopadhyay-1051a118"><span class=SpellE>Bortik</span> <span class=SpellE>Bandyopadhyay</span></a> (Research Foci: High Performance Graph Mining, GPU computing, Streaming Algorithms)<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Esunjiank/">J. Sun</a> (Research Foci: Database Usability, Network Science)<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l1 level1 lfo2;tab-stops:list .5in'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/nikhita-vedula-7228036a"><span class=SpellE>Nikhita</span> <span class=SpellE>Vedhula</span></a> (Research Foci: Social Media Analytics, Emergency Response)<o:p></o:p></span></li> </ul> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'><br> The following have graduated but continue to be remembered fondly:<o:p></o:p></span></p> <p class=MsoListParagraphCxSpFirst style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://research.google.com/pubs/MatthewOtey.html">Matthew <span class=SpellE>Otey</span></a> (PhD 2006, @Google Research)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cs.sfsu.edu/%7Ehuiyang/">Hui Yang</a> (PhD 2006, Assoc. Prof @San Francisco State University)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://researcher.watson.ibm.com/researcher/view.php?person=in-sameepmehta"><span class=SpellE>Sameep</span> Mehta</a> (PhD 2006, <span class=SpellE>Manager@IBM</span> Research )<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.uab.edu/optometry/visionsciences/">Michael <span class=SpellE>Twa</span></a> (PhD 2006, Assoc. Dean, @U. Alabama) <o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cincinnatichildrens.org/bio/m/keith-marsolo/">Keith <span class=SpellE>Marsolo</span></a> (PhD 2007, Assoc. <span class=SpellE>Prof@Cincinnati</span> <span class=SpellE>Childrens</span> and Univ. of Cincinnati)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=zpOnZUwAAAAJ&amp;hl=ja">Amol <span class=SpellE>Ghoting</span></a> (PhD 2007,<span style='mso-spacerun:yes'> </span>@LinkedIn)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=xHl7JFgAAAAJ&amp;hl=en">Chao Wang</a> (PhD 2008,Senior Applied Researcher @Microsoft )<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/greg-buehrer-964749b4">Gregory <span class=SpellE>Buehrer</span></a> (PhD 2008,<span style='mso-spacerun:yes'> </span>Partner <span class=SpellE>Architect@Microsoft</span>)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.labs.hpe.com/people/sitaram_asur/"><span class=SpellE>Sitaram</span> <span class=SpellE>Asur</span></a>, (PhD 2009,<span style='mso-spacerun:yes'> </span>now @<span class=SpellE>Doximity</span>)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.jax.org/research-and-faculty/faculty/duygu-ucar"><span class=SpellE>Duygu</span> <span class=SpellE>Ucar</span>,</a> (PhD 2009, Asst. Professor @Jackson Laboratories)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=vsT9gKcAAAAJ&amp;hl=en"><span class=SpellE>Shirish</span> <span class=SpellE>Tatikonda</span></a> (PhD 2010,<span style='mso-spacerun:yes'> </span>@Target Labs)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://twitter.com/venusatuluri">V. <span class=SpellE>Satuluri</span></a> (PhD 2011,<span style='mso-spacerun:yes'> </span>@Twitter)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=Izy8pWAAAAAJ&amp;hl=en">X. Yang</a> (PhD 2012,<span style='mso-spacerun:yes'> </span>@Google)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/ye-wang-95493a1a">Y. Wang</a> (PhD 2013,<span style='mso-spacerun:yes'> </span>@Airbnb)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=gHAZAbEAAAAJ&amp;hl=en">Y-K Shih</a> (PhD 2013,<span style='mso-spacerun:yes'> </span>@Facebook)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/tylerclemons">T. Clemons,</a> (ABD 2014, @Manta)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/smfaisalosu">S.M. Faisal</a> (PhD 2015, @Google)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://scholar.google.com/citations?user=sVISCpYAAAAJ">Y. <span class=SpellE>Ruan</span></a> (PhD 2015, @Google)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Efuhry/">D. <span class=SpellE>Fuhry</span></a> (PhD 2015, Senior Lecturer @OSU)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://www.linkedin.com/in/yang-zhang-bb788b12">Y. Zhang</a> (PhD 2015,<span style='mso-spacerun:yes'> </span>@Google)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpMiddle style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://web.cse.ohio-state.edu/%7Echakraba/"><span class=SpellE>Aniket</span> <span class=SpellE>Chakrabarti</span> </a>(PhD 2017, @Microsoft Research AI)<o:p></o:p></span></p> <p class=MsoListParagraphCxSpLast style='mso-margin-top-alt:auto;mso-margin-bottom-alt: auto;mso-add-space:auto;text-indent:-.25in;mso-list:l4 level1 lfo3'><![if !supportLists]><span style='font-family:"Courier New";mso-fareast-font-family:"Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="https://anirbanrc.github.io/"><span class=SpellE>Anirban</span> <span class=SpellE>Roychowdhury</span></a> (PhD 2017, Research <span class=SpellE>Scientist@Facebook</span>)<o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>I also advise undergraduate students and masters students (at some point I will update this list to include them as well). </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Selected Awards and Honors<o:p></o:p></span></h2> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Best of WWW 2016 selection, 2016<o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Google Research Award, 2012<o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>IBM Faculty Award, 2010<o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>OSU Lumley Research Award, 2010<o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cse.ohio-state.edu/news/news110.shtml">Google Research Award, 2009</a><o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cse.ohio-state.edu/news/news65.shtml">IBM Faculty Award, 2007</a> <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cse.ohio-state.edu/news/news64.shtml">ACM SIGKDD Best Applications Paper Award, 2007</a><o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Best of IEEE ICDM Selection, 2006 <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cse.ohio-state.edu/news/news6.shtml">OSU Lumley Research Award, 2005</a> <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://www.cse.ohio-state.edu/news/news16.shtml">VLDB Best Paper Award, 2005</a><o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Best of SIAM Data Mining Selection, 2005 <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://researchnews.osu.edu/archive/career04.htm">NSF CAREER Award, 2004</a> <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><a href="http://researchnews.osu.edu/archive/molmyst.htm">DOE Early Career Principal Investigator Award, 2004</a> <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>SIAM Data Mining Best Paper Award, 2003 <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>IEEE Data Mining Best Applications Paper Award, 2002 <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Ameritech Faculty Fellow, 2001 <o:p></o:p></span></b></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l2 level1 lfo4;tab-stops:list .5in'><b style='mso-bidi-font-weight: normal'><span style='font-size:14.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Nominations for Best Paper at KDD 2006, ISMB 2009, ACM BCB 2010<o:p></o:p></span></b></li> </ul> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Selected Recent Publications <o:p></o:p></span></h2> <h2><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>High Performance Analytics: </span><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman";font-weight:normal;mso-bidi-font-weight:bold'>My earlier efforts in this space include the development of the ECLAT family of algorithms (a precursor by at least a decade or two to the current emphasis on column oriented systems designs) for association analysis in the late nineties, the development of novel architecture conscious designs for various analytic algorithms on both shared memory and distributed memory systems (through careful data placement and the judicious leveraging of architecture and network capabilities such as RDMA). My current efforts in this space largely target graph algorithms on GPUs and systems that support scalable energy-conscious analytics (via elastic fidelity or via green-energy harvesting). Selected recent papers in this vein include:<o:p></o:p></span></h2> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>A. <span class=SpellE>Chakrabarti</span>, S. Parthasarathy and C. Stewart, </span>A Pareto Framework for Data Analytics on Heterogeneous Systems: Implications for Green Energy Usage and Performance, <span style='font-weight: normal;mso-bidi-font-weight:bold'>IEEE International Conference on Parallel Processing (ICPP), 2017.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'><o:p></o:p></span></h3> <p class=MsoListParagraph style='text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:13.5pt;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>G. <span class=SpellE>Tziantzioulis</span>, A. <span class=SpellE>Gok</span>, S. Faisal, N. <span class=SpellE>Hardavellas</span>, S. <span class=SpellE>Memik</span> and S. Parthasarathy, <b style='mso-bidi-font-weight:normal'>Lazy Pipelines: Enhancing quality in approximate computing.</b> IEEE DATE 2016.<o:p></o:p></span></p> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>G. <span class=SpellE>Tziantzioulis</span>, A. <span class=SpellE>Gok</span>, S. Faisal, N. <span class=SpellE>Hardevallas</span>, S. <span class=SpellE>Memik</span> and S. <span class=SpellE>Parthasarathy</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>: b-<span class=SpellE>HiVE</span>: a bit-level history-based error model with value correlation for voltage-scaled integer and floating point units.</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'> IEEE DAC 2015: 105:1-105:6<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>S. M. Faisal, G. <span class=SpellE>Tziantzioulis</span>, A. M. <span class=SpellE>Gok</span>, N. <span class=SpellE>Hardavellas</span>, S. <span class=SpellE>Memik</span>, S. Parthasarathy</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>: Edge Importance Identification for Energy Efficient Graph Processing</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'>, IEEE Big Data Conference, 2015.<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>Gregory <span class=SpellE>Buehrer</span>, Roberto L. de Oliveira Jr., David <span class=SpellE>Fuhry</span>, <span class=GramE>Srinivasan</span> <span class=SpellE>Parthasarathy</span>: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Towards a parameter-free and parallel <span class=SpellE>itemset</span> mining algorithm in <span class=SpellE>linearithmic</span> time</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>. ICDE 2015: 1071-1082<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Naser</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Sedaghati</span>, <span class=SpellE>Te</span> Mu, Louis-Noel <span class=SpellE>Pouchet</span>, Srinivasan <span class=SpellE>Parthasarathy</span>, P. <span class=SpellE>Sadayappan</span>: </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Automatic Selection of Sparse Matrix Representation on GPUs.</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'> ACM International Conference on Supercomputing (ICS) 2015: 99-108<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Arash</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Ashari</span>, <span class=SpellE>Naser</span> <span class=SpellE>Sedaghati</span>, John <span class=SpellE>Eisenlohr</span>, Srinivasan <span class=SpellE>Parthasarathy</span>, P. <span class=SpellE>Sadayappan</span>: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Fast Sparse Matrix-Vector Multiplication on GPUs for Graph Applications.</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'> SC 2014: 781-792<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>S. M. Faisal, Srinivasan Parthasarathy, P. <span class=SpellE>Sadayappan</span>: </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Global graphs: A middleware for large scale graph processing.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'> IEEE Big Data Conference 2014: 33-40<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Qingpeng</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Niu</span>, <span class=SpellE>Pai</span>-Wei Lai, S. M. Faisal, Srinivasan Parthasarathy, P. <span class=SpellE>Sadayappan</span>: </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>A fast implementation of MLR-MCL algorithm on multi-core processors.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'> <span class=SpellE>HiPC</span> 2014: 1-10<o:p></o:p></span></h3> <h3><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Graph Analytics and Network Science: </span><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman";font-weight:normal;mso-bidi-font-weight:bold'>My work in this space was initiated roughly a decade ago. Our initial efforts in this space focused on event-based algorithms for dynamic network analysis, Markov clustering and ensemble clustering of networks with applications in bioinformatics and clinical informatics. Current foci are in <span class=GramE>the<span style='mso-spacerun:yes'> </span>space</span> of <i style='mso-bidi-font-style: normal'>computational social science</i> (with applications to emergency response and behavioral health) and the theoretical understanding of various network sampling and localized <span class=SpellE>sparsification</span> algorithms. Selected recent papers in this vein include:</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'><o:p></o:p></span></h3> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>J. Liang P. Jacobs, J. Sun and S. <span class=SpellE>Parthasarathy</span>.  <b style='mso-bidi-font-weight:normal'>SEANO: Semi-supervised Embedding in Attributed Networks with Outliers</b> . To appear in <span style='mso-bidi-font-style:italic'>Proceedings of SIAM International Conference on Data Mining (SDM 18)</span>, 2018.<o:p></o:p></span></li> </ul> <p class=MsoListParagraph style='text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:13.5pt;mso-fareast-font-family: "Times New Roman";mso-hansi-font-family:Symbol;mso-bidi-font-family:"Times New Roman"'>J. Liang, P. </span><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Jacobs, S. <span class=SpellE>Parthasarathy</span>.  <b style='mso-bidi-font-weight:normal'>Human-Guided Flood Mapping: From Experts to the Crowd </b>. To appear in <span style='mso-bidi-font-style:italic'>Proceedings of the Web Conference (WWW 18)</span>, 2018<o:p></o:p></span></p> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>Yu Wang, <span class=SpellE>Aniket</span> <span class=SpellE>Chakrabarti</span>, David <span class=SpellE>Sivakoff</span>, Srinivasan <span class=SpellE>Parthasarathy</span>: <b style='mso-bidi-font-weight:normal'>Fast Change Point Detection on Dynamic Social Networks.</b> IJCAI 2017: 2992-2998<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>Yu Wang, <span class=SpellE>Aniket</span> <span class=SpellE>Chakrabarti</span>, David <span class=SpellE>Sivakoff</span>, Srinivasan <span class=SpellE>Parthasarathy</span>: <b style='mso-bidi-font-weight:normal'>Hierarchical Change Point Detection on Dynamic Networks</b>. ACM <span class=SpellE>WebSci</span> 2017: 171-179<o:p></o:p></span></li> </ul> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>N.Vedula</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> and S. <span class=SpellE>Parthasarathy</span></span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>: Emotional and Linguistic Cues of Depression from Social Media, </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'>In ACM International Conference on Digital Health (ACM-DH17), 2017<o:p></o:p></span></h3> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>S. <span class=SpellE>Parthasarathy</span>, D. <span class=SpellE>Sivakoff</span>, M. Tian, Y. Wang: <b style='mso-bidi-font-weight:normal'>A Quest to Unravel the Metric Structure <span class=GramE>Behind</span> Perturbed Networks.</b> To appear in Symposium on Computational Geometry (<span class=SpellE>SoCG</span>), 2017 (full version available on <span class=SpellE>arXiv</span>)<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span class=SpellE><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Nikhita</span></span><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'> <span class=SpellE>Vedula</span>, Srinivasan <span class=SpellE>Parthasarathy</span>, Valerie L. <span class=SpellE>Shalin</span><b style='mso-bidi-font-weight:normal'>: Predicting Trust Relations <span class=GramE>Within</span> a Social Network: A Case Study on Emergency Response. </b>ACM <span class=SpellE>WebSci</span> 2017: 53-62<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span class=SpellE><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Jiankai</span></span><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'> Sun, Deepak <span class=SpellE>Ajwani</span>, Patrick K. Nicholson, Alessandra Sala, Srinivasan <span class=SpellE>Parthasarathy</span>: <b style='mso-bidi-font-weight:normal'>Breaking Cycles <span class=GramE>In</span> Noisy Hierarchies.</b> ACM <span class=SpellE>WebSci</span> 2017: 151-160<o:p></o:p></span></li> </ul> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'>P. <span class=SpellE>Gupte</span>, B. <span class=SpellE>Ravindran</span> and S. Parthasarathy, </span><strong><span style='mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:minor-bidi; mso-bidi-font-weight:normal'>Role Discovery in Graphs using Global Features: Algorithms, Applications and a Novel Evaluation Strategy</span></strong><span style='mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>, IEEE International Conference on Data Engineering, ICDE 2017.</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'><o:p></o:p></span></h3> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>B. <span class=SpellE>Bandyopadhyay</span>, D. <span class=SpellE>Fuhry</span>, A. <span class=SpellE>Chakrabarti</span>, S. Parthasarathy: <b style='mso-bidi-font-weight:normal'>Topological Graph Sketching for Incremental and Scalable Analytics</b>. ACM Conference on Information and Knowledge Management (CIKM 2016).<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span class=SpellE><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>J.Liang</span></span><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>, D. <span class=SpellE>Ajwani</span>, P. Nicholson, A. Sala and S. Parthasarathy: <b style='mso-bidi-font-weight: normal'>What Links Alice and Bob<span class=GramE>?:</span> Matching and Ranking Semantic Patterns in Heterogeneous Networks.</b> WWW 2016. <b style='mso-bidi-font-weight:normal'>Best of Selection. </b>Expanded version in ACM TKDD 2017.<o:p></o:p></span></li> </ul> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Sarvenaz</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Choobdar</span>, Pedro Manuel Pinto Ribeiro, Srinivasan <span class=SpellE>Parthasarathy</span>, <span class=GramE>Fernando</span> M. A. Silva: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Dynamic inference of social roles in information cascades.</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> Data Min. <span class=SpellE>Knowl</span>. <span class=SpellE>Discov</span>. 29(5): 1152-1177 (2015)<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>Yu-<span class=SpellE>Keng</span> Shih, <span class=SpellE>Sungmin</span> Kim, <span class=SpellE>Yiye</span> <span class=SpellE>Ruan</span>, Jinxing Cheng, Abhishek <span class=SpellE>Gattani</span>, Tao Shi, Srinivasan Parthasarathy: </span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Component Detection in Directed Networks.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'> CIKM 2014.<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Yiye</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Ruan</span>, Srinivasan <span class=SpellE>Parthasarathy</span>: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Simultaneous detection of communities and roles from large networks. </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'>ACM COSN 2014: 203-214<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>Hemant <span class=SpellE>Purohit</span>, <span class=SpellE>Yiye</span> <span class=SpellE>Ruan</span>, David <span class=SpellE>Fuhry</span>, Srinivasan <span class=SpellE>Parthasarathy</span>, <span class=GramE>Amit</span> P. <span class=SpellE>Sheth</span>: </span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>On Understanding the Divergence of Online Social Group Discussion.</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> ICWSM 2014<o:p></o:p></span></h3> <h3><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>Machine Learning and Database Systems: </span><span style='font-size:16.0pt;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman";font-weight:normal;mso-bidi-font-weight:bold'>My past work in this space focused on scalable anomaly detection, similarity search (for non-metrics) and the application of machine learning algorithms arising in a clinical context. My current interests include usable database systems (e.g. query by output, visual query interfaces), algorithms for similarity search (with an emphasis on locality sensitive hashing), contextual anomaly detection, and optimization algorithms that arise in machine learning. Selected recent papers in this vein include:</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'><o:p></o:p></span></h3> <ul type=circle> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt'>A. <span class=SpellE>Roychowdhury</span> and S. <span class=SpellE>Parthasarathy</span>,  <b style='mso-bidi-font-weight:normal'>Adaptive Bayesian Sampling with Monte Carlo EM </b>,<span style='mso-spacerun:yes'> </span>In Proc. 30th Advances in Neural Information Processing Systems (NIPS), 2017.</span><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span style='font-size:13.5pt; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>Yang Zhang, <span class=SpellE>Yusu</span> Wang, <span class=GramE>Srinivasan</span> <span class=SpellE>Parthasarathy</span>: <b style='mso-bidi-font-weight: normal'>Visualizing Attributed Graphs via Terrain Metaphor.</b> In ACM SIGKDD 2017: 1325-1334<o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l3 level1 lfo5;tab-stops:list .5in'><span class=SpellE><span style='font-size:13.5pt'>Nikhita</span></span><span style='font-size:13.5pt'> <span class=SpellE>Vedula</span>, Wei Sun, <span class=SpellE>Hyunhwan</span> Lee, Harsh Gupta, <span class=SpellE>Mitsunori</span> <span class=SpellE>Ogihara</span>, Joseph Johnson, Gang Ren and Srinivasan <span class=SpellE>Parthasarathy</span>. &quot;<b style='mso-bidi-font-weight:normal'>Multimodal Content Analysis for Effective Advertisements on YouTube.</b>&quot; <span style='mso-bidi-font-style: italic'>In Proceedings of the IEEE International Conference on Data Mining (ICDM)</span>, 2017.</span><span style='font-size:13.5pt;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li> </ul> <p class=MsoListParagraph style='text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New"'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:13.5pt;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>J. Liang, S. Parthasarathy: <b style='mso-bidi-font-weight:normal'>Robust Contextual Outlier Detection: Where Context Meets Sparsity</b>. ACM Conference on Information and Knowledge Management (CIKM 2016) (full version available on <span class=SpellE>arXiv</span>)<o:p></o:p></span></p> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>A. <span class=SpellE>Chakrabarti</span>, V. <span class=SpellE>Satuluri</span>, A. <span class=SpellE>Srivathsan</span> and S. Parthasarathy, </span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>A Bayesian Perspective on Locality Sensitive Hashing with Extensions for Kernel Methods</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>, in ACM Transactions on KDD, 2016.<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>A. <span class=SpellE>Roychowdhury</span>, B. <span class=SpellE>Kulis</span> and S. Parthasarathy</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>, Robust Monte Carlo Sampling using Riemannian Nose Poincare Hamiltonian <span class=SpellE>Dynamics<span style='font-weight: normal;mso-bidi-font-weight:bold'>,ICML</span></span></span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'> 2016.<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>R. <span class=SpellE>Cai</span>, Z. Zhang, S. Parthasarathy, A. Tung, Z. <span class=SpellE>Hao</span> and W. Zhang., </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Multi-Domain Manifold Learning for Drug Target Interaction Prediction</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>, SIAM SDM 2016.<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>J. Liang, D. Fuhry, D. Maung, A. Borstad, R. Crawfis, L. Gauthier, A. Nandi and S. Parthasarathy,</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'> A Data Analytics Framework for A Game-based Rehabilitation System. </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>ACM Conference on Digital Health, 2016</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>.</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; font-weight:normal;mso-bidi-font-weight:bold'><o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span class=SpellE><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'>Aniket</span></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> <span class=SpellE>Chakrabarti</span>, Srinivasan <span class=SpellE>Parthasarathy</span>: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Sequential Hypothesis Tests for Adaptive Locality Sensitive Hashing.</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";font-weight:normal; mso-bidi-font-weight:bold'> WWW 2015: 162-172<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>Quoc <span class=SpellE>Trung</span> Tran, Chee Yong Chan, <span class=GramE>Srinivasan</span> Parthasarathy</span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>: Query reverse engineering.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'> VLDB J. 23(5): 721-746 (2014)<o:p></o:p></span></h3> <h3 style='margin-left:.5in;text-indent:-.25in;mso-list:l3 level1 lfo5; tab-stops:list .5in'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:13.5pt;font-family:"Courier New";mso-fareast-font-family: "Courier New";font-weight:normal;mso-bidi-font-weight:bold'><span style='mso-list:Ignore'>o<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'>Roberto Lourenco de Oliveira Jr., Adriano <span class=SpellE>Veloso</span>, Adriano M. Pereira, Wagner <span class=SpellE>Meira</span> Jr., Renato Ferreira, Srinivasan Parthasarathy: </span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>Economically-efficient sentiment stream analysis.</span><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman";font-weight:normal;mso-bidi-font-weight: bold'> SIGIR 2014: 637-646<o:p></o:p></span></h3> <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><b style='mso-bidi-font-weight:normal'><span style='font-size:13.5pt;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>For a complete listing of publications please refer to one of the links below: <a href="https://scholar.google.com/citations?user=2mjUsP8AAAAJ&amp;hl=en&amp;oi=ao">Google Scholar</a>, <a href="http://dblp.uni-trier.de/pers/hd/p/Parthasarathy:Srinivasan">DBLP</a> or <a href="http://www.ncbi.nlm.nih.gov/pubmed?term=Srinivasan%20Parthasarathy">PubMed</a>. If you are at this page searching for a frequently requested code base please check <a href="https://sites.google.com/site/stochasticflowclustering/">here.</a><o:p></o:p></span></b></p> <div style='margin-left:.5in;margin-top:5.0pt;margin-bottom:5.0pt'> <p class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> </div> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <h2><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family: "Times New Roman"'>Service<o:p></o:p></span></h2> <p class=MsoNormal><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>I serve or have served on the program committees or organizing committees of leading conferences in the fields of Machine Learning, Data Mining, Parallel and Distributed Computing, and Database Systems. I serve or have served as action or associate editors of several leading journals in these fields. Since 2012 I am the Steering Committee Chair of the SIAM Data Mining Conference Series. <o:p></o:p></span></p> <p class=MsoNormal><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <p class=MsoNormal><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>At OSU, I helped create, and am a founding co-director of its <u>undergraduate major</u> in data analytics. This major among the <u>first of its kind nationwide</u> spans the core areas of Computer Science, Statistics and Mathematics while offering specializations in a diverse range of domains ranging from business analytics to cybersecurity and from text analytics to health informatics. For more details on this effort please go to the <a href="https://data-analytics.osu.edu/">DA major website.</a></span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'> <o:p></o:p></span></p> <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p> <div class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'> <hr size=2 width="100%" align=center> </span></div> <p>Last Update: April 2017</p> <div> <!-- Start of StatCounter Code for Default Guide --> <script type="text/javascript"> var sc_project=11616869; var sc_invisible=1; var sc_security="52082f5e"; var scJsHost = (("https:" == document.location.protocol) ? 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