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I work on change mining in dynamic networks. Hoping that these are of 
your interest:

Corrado Loglisci, Michelangelo Ceci, Donato Malerba: Discovering 
Evolution Chains in Dynamic Networks. NFMCP 2012:185-199,

Corrado Loglisci, Michelangelo Ceci, Donato Malerba, Relational mining 
for discovering changes in evolving networks, Neurocomputing,Volume 150, 
Issue PA, 20 February 2015, Pages 265-288,

Regards, Corrado

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