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ICML
2009
IEEE
16 years 2 months ago
Spectral clustering based on the graph p-Laplacian
We present a generalized version of spectral clustering using the graph p-Laplacian, a nonlinear generalization of the standard graph Laplacian. We show that the second eigenvecto...
Matthias Hein, Thomas Bühler
134
Voted
NIPS
2007
15 years 3 months ago
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
We present a novel message passing algorithm for approximating the MAP problem in graphical models. The algorithm is similar in structure to max-product but unlike max-product it ...
Amir Globerson, Tommi Jaakkola
BIRTHDAY
2005
Springer
15 years 7 months ago
Simulating Algebraic High-Level Nets by Parallel Attributed Graph Transformation
The “classical” approach to represent Petri nets by graph transformation systems is to translate each transition of a specific Petri net to a graph rule (behavior rule). This ...
Claudia Ermel, Gabriele Taentzer, Roswitha Bardohl
105
Voted
GG
2004
Springer
15 years 7 months ago
Fundamental Theory for Typed Attributed Graph Transformation
The concept of typed attributed graph transformation is most significant for modeling and meta modeling in software engineering and visual languages, but up to now there is no ade...
Hartmut Ehrig, Ulrike Prange, Gabriele Taentzer
ICDE
2012
IEEE
232views Database» more  ICDE 2012»
13 years 4 months ago
Horton: Online Query Execution Engine for Large Distributed Graphs
—Large graphs are used in many applications, such as social networking. The management of these graphs poses new challenges because such graphs are too large to fit on a single ...
Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Gabrie...