MLG@KDD

Publications

2010

Katariina Nyberg, Tapani Raiko, Teemu Tiinanen, Eero Hyvönen
Document classification utilising ontologies and relations between documents. MLG@KDD (2010)
Swapnil Shrivastava, Kriti Kulshrestha, Pratibha Singh, Supriya N. Pal
Pruthak: mining and analyzing graph substructures. MLG@KDD (2010)
Ian Gallagher
Bayesian block modelling for weighted networks. MLG@KDD (2010)
Alberto Pinto
Relational motif discovery via graph spectral ranking. MLG@KDD (2010)
Christian Desrosiers, George Karypis
Enhancing link-based similarity through the use of non-numerical labels and prior information. MLG@KDD (2010)
Hao Zhou, Anna A. Shaverdian, H. V. Jagadish, George Michailidis
Querying graphs with uncertain predicates. MLG@KDD (2010)
Ádám Gyenge, Janne Sinkkonen, András A. Benczúr
An efficient block model for clustering sparse graphs. MLG@KDD (2010)
Anton Dries, Siegfried Nijssen
Analyzing graph databases by aggregate queries. MLG@KDD (2010)
Jimmy Lin, Michael Schatz
Design patterns for efficient graph algorithms in MapReduce. MLG@KDD (2010)
Kristina Lerman, Rumi Ghosh, Jeon-Hyung Kang
Centrality metric for dynamic networks. MLG@KDD (2010)
Lei Tang, Huiji Gao, Huan Liu
Network quantification despite biased labels. MLG@KDD (2010)
Ruoyu Zou, Lawrence B. Holder
Frequent subgraph mining on a single large graph using sampling techniques. MLG@KDD (2010)
Sandra Álvarez-García, Nieves R. Brisaboa, Susana Ladra, Oscar Pedreira
A compact representation of graph databases. MLG@KDD (2010)
Bianca Wackersreuther, Peter Wackersreuther, Annahita Oswald, Christian Böhm, Karsten M. Borgwardt
Frequent subgraph discovery in dynamic networks. MLG@KDD (2010)
Juuso A. Parkkinen, Kristian Nybo, Jaakko Peltonen, Samuel Kaski
Graph visualization with latent variable models. MLG@KDD (2010)
Hoda Eldardiry, Jennifer Neville
Multi-network fusion for collective inference. MLG@KDD (2010)
Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki
Structural correlation pattern mining for large graphs. MLG@KDD (2010)
Leman Akoglu, Bhavana Dalvi
Structure, tie persistence and event detection in large phone and SMS networks. MLG@KDD (2010)
Rajmonda Sulo Caceres, Tanya Y. Berger-Wolf, Robert Grossman
Meaningful selection of temporal resolution for dynamic networks. MLG@KDD (2010)
Linbin Yu, Chris H. Q. Ding
Network community discovery: solving modularity clustering via normalized cut. MLG@KDD (2010)
Nesreen K. Ahmed, Fredrick J. Berchmans, Jennifer Neville, Ramana Rao Kompella
Time-based sampling of social network activity graphs. MLG@KDD (2010)
Yizhou Sun, Jie Tang, Jiawei Han, Manish Gupta, Bo Zhao
Community evolution detection in dynamic heterogeneous information networks. MLG@KDD (2010)
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, MLG '10, Washington, D.C., USA, July 24-25, 2010 MLG@KDD (2010)