PPT-Prakash Loungani

Advisor Research Department IMF April 22 2013 I thank Ezgi Ozturk for excellent research assistance The views expressed in this presentation are those of the author and should not be attributed to the IMF. . Shikshan. . Prasarak. . Mandal’s. Late . Rajarambapu. . Ayurvedic. Medical College, Hospital and Research Center, . Urun. . Islampur. , . . Tal.: . Walawa. Dist.: . Sangli. .. SR. No.. B. Aditya Prakash. , Alex . Beutel. , . Roni. Rosenfeld, Christos Faloutsos . Carnegie Mellon University, USA. Competing Contagions. iPhone. v . Android. Blu. -ray . v . HD-DVD. Biological. common flu/avian flu, pneumococcal . B. Aditya Prakash. Computer Science. Virginia Tech.. GraphEx. . Symposium, MIT Endicott House, Aug 21, 2014 . Thanks!. Ali Pinar. Ben Miller. Prakash 2014. 2. Networks are everywhere!. Human Disease Network [. 200 GYAN PRAKASH a dark hue as the murky business of ruling other peoples now forms the essential and enabling background of his or her scholarship. The towering and sagely images of men like William Yao Zhang,. . B. . Aditya Prakash. . Department of Computer Science. Virginia . Tech. SDM, Philadelphia, April 24, 2014. Motivation: Epidemiology. Virus spreads over contact networks. SIR model. [Anderson+ 1991]. B. Aditya . Prakash . Virginia Tech. Jilles. . Vreeken. . University of Antwerp. Christos . Faloutsos. . Carnegie Mellon University. IEEE ICDM Brussels. December 11, 2012. Contagions. Social collaboration. B. Aditya Prakash. Computer Science. Virginia Tech.. GraphEx. . Symposium, MIT Endicott House, Aug 21, 2014 . Thanks!. Ali Pinar. Ben Miller. Prakash 2014. 2. Networks are everywhere!. Human Disease Network [. KDD, New York City. August 26, 2014. Manish . Purohit. ^. , . B. Aditya Prakash. *. , . Chanhyun. Kang. ^. , Yao Zhang. *. , V S . Subrahmanian. ^. . . *. Virginia Tech . ^. University of Maryland. B. . Aditya. . Prakash. Carnegie Mellon University.  . Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Aug 29, Tutorial, VLDB 2012, Istanbul. Networks are everywhere!. Human Disease Network [. B. . Aditya. . Prakash. http://www.cs.cmu.edu/~badityap. Carnegie Mellon University. MMS, SIAM AN, Minneapolis, July 10, 2012. Thanks !. Jeremy . Kepner. David . Bader. John . Gilbert. 2. Networks are everywhere!. B. . Aditya. . Prakash. Carnegie Mellon University.  . Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Aug 29, Tutorial, VLDB 2012, Istanbul. Networks are everywhere!. Human Disease Network [. B. . Aditya. . Prakash. Carnegie Mellon University.  . Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Graph Analytics wkshp. B. A. Prakash; C. Faloutsos. From: VLDB’12 tutorial. B. . Aditya. . Prakash. Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Sept 28, Tutorial, ECML-PKDD 2012, Bristol. Networks are everywhere!. Human Disease Network [. Barabasi. 2007]. B. . Aditya. . Prakash. http://www.cs.cmu.edu/~badityap. Christos . Faloutsos. http://www.cs.cmu.edu/~christos. Carnegie Mellon University. Networks are everywhere!. Human Disease Network [. Barabasi.