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PKDD
2010
Springer
127views Data Mining» more  PKDD 2010»
13 years 5 months ago
Software-Defect Localisation by Mining Dataflow-Enabled Call Graphs
Defect localisation is essential in software engineering and is an important task in domain-specific data mining. Existing techniques building on call-graph mining can localise dif...
Frank Eichinger, Klaus Krogmann, Roland Klug, Klem...
KDD
2004
ACM
114views Data Mining» more  KDD 2004»
14 years 8 months ago
Mining the space of graph properties
Existing data mining algorithms on graphs look for nodes satisfying specific properties, such as specific notions of structural similarity or specific measures of link-based impor...
Glen Jeh, Jennifer Widom
PAKDD
2010
ACM
203views Data Mining» more  PAKDD 2010»
14 years 8 days ago
Finding Itemset-Sharing Patterns in a Large Itemset-Associated Graph
Both itemset mining and graph mining have been studied independently. Here, we introduce a novel data structure, which is an unweighted graph whose vertices contain itemsets. From ...
Mutsumi Fukuzaki, Mio Seki, Hisashi Kashima, Jun S...
KDD
2008
ACM
123views Data Mining» more  KDD 2008»
14 years 8 months ago
Efficient semi-streaming algorithms for local triangle counting in massive graphs
Luca Becchetti, Paolo Boldi, Carlos Castillo, Aris...
KDD
1999
ACM
115views Data Mining» more  KDD 1999»
13 years 11 months ago
Horting Hatches an Egg: A New Graph-Theoretic Approach to Collaborative Filtering
Charu C. Aggarwal, Joel L. Wolf, Kun-Lung Wu, Phil...