Ralf Gehrer Fabian Lindenberg Distributed Co-Clustering Szenario Der Gefangene 1 1 0 0 0 Sakrileg L.A. Crash Minority Report 1 0 0 1 0 0 0 1 1 0 1 1 0 1 1 1 Szenario Der Gefangene 1 0 1 0 0 L.A. Crash Sakrileg Minority Report 0 1 0 1 0 1 0 1 0 1 0 1 1 0 1 2 Szenario 1 1 1 2 1 1 1 2 2 1 0 1 0 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 3 Szenario 1 1 2 2 1 1 1 2 2 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 1 1 4 Szenario 1 1 2 2 1 1 2 2 2 1 1 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 1 1 5 Algorithmus repeat R for each row i = 1..m do for each row group label = 1..k do if error is smaller r(i) = p reorganize rows according to new labels M R for each column j = 1..n do ... reorganize colums M until error does not decrease 6 Kostenfunktion 7 Kostenfunktion 8 Kostenfunktion 9 Distributed Co-Clustering Literatur S. Papadimitriou, J. Sun “DisCo: Distributed Co-clustering with Map-Reduce” 11 Literatur D. Chakrabarti, S. Papadimitriou, D. Modha, C. Faloutsos “Fully Automatic CrossAssociations” 12
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