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Fatemeh Rahimian


 I am a machine learning scientist in the Deep Medicine project, funded by the Oxford Martin School. My research interests span across various machine learning and deep learning models as well as large scale network and graph algorithms. Previously I was a senior researcher at the Swedish Institute of Computer Science (SICS) in Sweden.

Publication

Journals

  • Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Mark Jelasity, and Seif Haridi, A Distributed Algorithm For Large-Scale Graph Partitioning, ACM Transactions on Autonomous and Adaptive Systems (TAAS), June 2015
  • Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, Distributed Optimization of P2P Live Streaming Overlays, Springer Computing, Special Issue on Extreme Distributed Systems: From Large Scale to Complexity (COMPD), June 2012

Conferences

  • Kambiz Ghoorchian, Sarunas Girdzijauskas, and Fatemeh Rahimian, DeGPar: Large Scale Topic Detection usingNode-Cut Partitioning on Dense Weighted Graphs, The 37th IEEE International Conference on Distributed Computing Systems (ICDCS), 2017
  • Alessio Guerrieri, Fatemeh Rahimian, Sarunas Girdzijauskas, and Alberto Montresor, Tovel: Distributed Graph Clustering for Word Sense Disambiguation, The 4th ICDM Workshop on Data Science and Big Data Analytics (DSBDA-2016), Barcelona, Spain, 2016
  • Hooman Peiro Sajjad, Amir H. Payberah, Fatemeh Rahimian, Vladimir Vlassov, and Seif Haridi, Boosting Vertex-Cut Partitioning For Streaming Graphs, The 5th IEEE International Congress on Big Data (BigData), San Francisco, USA, June-July 2016, Best Paper Award
  • Hooman Peiro Sajjad, Fatemeh Rahimian and Vladimir Vlassov, Smart Partitioning of Geo-Distributed Resources to Improve Cloud Network Performance, IEEE International Conference on Cloud Networking (CloudNet'15), Niagara Falls, Canada, 2015
  • Kambiz Ghoorchian, Fatemeh Rahimian, and Sarunas Girdzijauskas, Semi-Supervised Multiple Disambiguation, The IEEE International Conference on Big Data Science and Engineering (BigDataSE-15), Helsinki, Finland, 2015
  • Fatemeh Rahimian, Sarunas Girdzijauskas, and Seif Haridi, Parallel Community Detection For Cross-Document Coreference, The 2014 IEEE/WIC/ACM International Conference on Web Intelligence (WI'14), Warsaw, Poland, 2014
  • Anis Muhammad Uddin Nasir, Fatemeh Rahimian, and Sarunas Girdzijauskas, Gossip-based partitioning and replication for Online Social Networks, The 2014 IEEE/WIC/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 14), Beijing, China, 2014
  • Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, and Seif Haridi, Distributed Vertex-Cut Partitioning, The 14th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Berlin, Germany, June 2014
  • Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Mark Jelasity, and Seif Haridi, Ja-Be-Ja: A Distributed Algorithm for Balanced Graph Partitioning, The 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), Philadelphia, USA, September 2013, Best Paper Award
  • Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah and Seif Haridi, Subscription Awareness Meets Rendezvous Routing, The 4th IARIA International Conference on Advances in P2P Systems (AP2PS), Barcelona, Spain, September 2012
  • Fatemeh Rahimian, Thinh Le Nguyen Le, Sarunas Girdzijauskas, Locality Awareness in a Peer-to-Peer Publish/Subscribe System, The 7th International Federated Conference on Distributed Computing Techniques (DiscoTec, DAIS), Stockholm, Sweden, 2012
  • Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah and Seif Haridi, Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe, The 25th IEEE International Parallel & Distributed Processing Symposium (IPDPS), Anchorage, Alaska, USA, May 2011
  • Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, Sepidar: Incentivized Market-Based P2P Live Streaming on the Gradient Overlay Network, The IEEE International Symposium on Multimedia (ISM), Taichung, Taiwan, December 2010
  • Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, gradienTv: Market-based P2P Live Media Streaming on the Gradient Overlay, The 10th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Amsterdam, Netherlands, June 2010


External Links



Contact

  • Email: fatemeh.rahimian@georgeinstitute.ox.ac.uk