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data mining group
professors
Aristides Gionis
Heikki Mannila
postdoctoral researchers
Michael Mathioudakis
Nikolaj Tatti
FabioVitale
doctoral students
Kiran Garimella
Orestis Kostakis
Eric Malmi
Polina Rozenshtein
Sanja Scepanovic
+ masters students
research.ics.aalto.fi/dmg/
data mining group: research agenda
theoretical and application-driven research in data mining
theoretical work focuses on graph mining
finding dense subgraphs
mining labeled and temporal networks
network alignment
network inference
discovering hidden structure, e.g., hierarchies
information propagation and opinion formation in social networks
team formation
applications
mining social media, e.g., studying propagation of news
urban informatics, e.g., characterizing city neighborhoods
data mining group: other facts
funding
Academy of Finland, EU H2020,Tekes
typical publication outlets
DMKD,TKDE,WWW, KDD, ICDE, CIKM, ICDM, ICWSM, ECML PKDD
internships by doctoral students
Google,Amazon, LinkedIn, QCRI, Nokia, MPI
recent visitors from
Boston U, MPI, CNR, INRIA, Stockholm U, UL Bruxelles, U of Rome
presence in the media
research.ics.aalto.fi/dmg/media.shtml

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Data Mining Group Research Agenda

  • 1. data mining group professors Aristides Gionis Heikki Mannila postdoctoral researchers Michael Mathioudakis Nikolaj Tatti FabioVitale doctoral students Kiran Garimella Orestis Kostakis Eric Malmi Polina Rozenshtein Sanja Scepanovic + masters students research.ics.aalto.fi/dmg/
  • 2. data mining group: research agenda theoretical and application-driven research in data mining theoretical work focuses on graph mining finding dense subgraphs mining labeled and temporal networks network alignment network inference discovering hidden structure, e.g., hierarchies information propagation and opinion formation in social networks team formation applications mining social media, e.g., studying propagation of news urban informatics, e.g., characterizing city neighborhoods
  • 3. data mining group: other facts funding Academy of Finland, EU H2020,Tekes typical publication outlets DMKD,TKDE,WWW, KDD, ICDE, CIKM, ICDM, ICWSM, ECML PKDD internships by doctoral students Google,Amazon, LinkedIn, QCRI, Nokia, MPI recent visitors from Boston U, MPI, CNR, INRIA, Stockholm U, UL Bruxelles, U of Rome presence in the media research.ics.aalto.fi/dmg/media.shtml