Yuval Shavitt -- Datamining Peer-to-Peer Networks

Publications

• Adam Shaked Gish, Yuval Shavitt, and Tomer Tankel.
  "Geographical Statistics and Characteristics of P2P Query Strings",
  The 6th International Workshop on Peer-to-Peer Systems (IPTPS'07) February 2007, Bellevue, WA, USA. (pdf)
  
  

  Noam Koenigstein, Yuval Shavitt, and Tomer Tankel.

  ``Spotting Out Emerging Artists Using Geo-Aware Analysis of P2P Query Strings''

  The 2008 ACM SIGKDD Conference August 2008, Las Vegas, NV, USA. (pdf).
  
  

  Noam Koenigstein and Yuval Shavitt.

  ``Song Ranking Based on Piracy in Peer-to-Peer Networks.''

  ISMIR 2009 October 2009, Kobe, Japan. (pdf).
  
  

  Noam Koenigstein, Yuval Shavitt, and Noa Zilberman.
  Predicting Billboard Success Using Data-Mining in P2P Networks.
  AdMIRe 2009, December 2009, San Diego, CA, USA. (pdf)
  
  

  Yuval Shavitt and Udi Weinsberg.
  Song Clustering Using Peer-to-Peer Co-occurrences.
  AdMIRe 2009, December 2009, San Diego, CA, USA. (pdf)
  
  

  Yuval Shavitt, Ela Weinsberg, and Udi Weinsberg.
  Estimating Peer Similarity using Distance of Shared Files.
  The 9th International Workshop on Peer-to-Peer Systems (IPTPS'10), April 2010, San Jose, CA, USA. (pdf)
  
  

  Noam Koenigstein, Yuval Shavitt, Tomer Tankel, Ela Weinsberg, and Udi Weinsberg.
  A Framework for Extracting Musical Similarities From Peer-To-Peer Networks.
  AdMIRe: International Workshop on Advances in Music Information Research 2010 (In Conjunction with the ICME 2010), July 2010, Singapore. (pdf)
  
  

  Noam Koenigstein, Gert Lanckriet, Brian McFee, and Yuval Shavitt.
  Collaborative Filtering Based on P2P Networks.
  ISMIR 2010, August 2010, Utrecht, The Netherland. (pdf).
  
  

  Noam Koenigstein, Yuval Shavitt, Ela Weinsberg, and Udi Weinsberg.
  On the Applicability of Peer-to-Peer Data in Music Information Retrieval Research.
  ISMIR 2010, August 2010, Utrecht, The Netherland. (pdf).
  
  

  Pavel Gurvich, Noam Koenigstein, and Yuval Shavitt.
  Analyzing The DC File Sharing Network
  P2P'10, August 2010, Delft, The Netherland. (pdf)
  
  

  Yuval Shavitt, Ela Weinsberg, and Udi Weinsberg.
  Building Recommendation Systems using Peer-to-Peer Shared Content (short paper).
  ACM Conference on Information and Knowledge Management (CIKM) 2010, October 2010, Toronto, ON, Canada.(pdf)
  
  

  Yuval Shavitt, Ela Weinsberg, and Udi Weinsberg.
  Mining Musical Content from Large-Scale Peer-to-Peer Networks.
  IEEE MultiMedia, 18(1):14-22, January-March 2011. (pdf)
  
  

  Noam Koenigstein and Yuval Shavitt.
  "Talent Scouting in P2P Networks."
  Computer Networks, 56(3):1092-1102, 23^rd February 2012. (pdf)
  
  

  Irad Ben-Gal, Yuval Shavitt, Ela Weinsberg, and Udi Weinsberg.
  "Improving Information Retrieval in Peer-to-Peer Networks using Shared-Content Clustering"
  Knowledge and Information Systems, 39(2):383-408, May 2014. (pdf)
  
  

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