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» On the Complexity of Ordinal Clustering
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EUROPAR
2004
Springer
14 years 1 months ago
Efficient Parallel Hierarchical Clustering
Hierarchical agglomerative clustering (HAC) is a common clustering method that outputs a dendrogram showing all N levels of agglomerations where N is the number of objects in the d...
Manoranjan Dash, Simona Petrutiu, Peter Scheuerman...
BPM
2008
Springer
192views Business» more  BPM 2008»
14 years 3 days ago
Trace Clustering in Process Mining
Process mining has proven to be a valuable tool for analyzing operational process executions based on event logs. Existing techniques perform well on structured processes, but stil...
Minseok Song, Christian W. Günther, Wil M. P....
CLUSTER
2007
IEEE
13 years 12 months ago
Blutopia: Stackable storage for cluster management
— The complexity of today’s computer systems poses a challenge to system administrators. Current systems comprise a multitude of inter-related software components running on di...
Fábio Oliveira, Gorka Guardiola, Jay A. Pat...
IJCAI
2001
13 years 11 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
JSS
2006
155views more  JSS 2006»
13 years 10 months ago
Semantic component networking: Toward the synergy of static reuse and dynamic clustering of resources in the knowledge grid
Model is a kind of codified knowledge that has been verified in solving problems. Solving a complex problem usually needs a set of models. Using components, the composition of a s...
Hai Zhuge