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A non-homogeneous dynamic Bayesian network with a hidden Markov model dependency structure among the temporal data points Marco Grzegorczyk OriginalPaper Open access 28 May 2015 Pages: 155 - 207
Propagation kernels: efficient graph kernels from propagated information Marion NeumannRoman GarnettKristian Kersting OriginalPaper 17 July 2015 Pages: 209 - 245
Spatio-temporal convolution kernels Konstantin KnaufDaniel MemmertUlf Brefeld OriginalPaper 21 July 2015 Pages: 247 - 273
Loda: Lightweight on-line detector of anomalies Tomáš Pevný OriginalPaper 21 July 2015 Pages: 275 - 304