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JMLR
2010
113views more  JMLR 2010»
13 years 3 months ago
Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure
We study the problem of learning an optimal Bayesian network in a constrained search space; skeletons are compelled to be subgraphs of a given undirected graph called the super-st...
Kaname Kojima, Eric Perrier, Seiya Imoto, Satoru M...
IJCIA
2008
68views more  IJCIA 2008»
13 years 8 months ago
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design
Abstract: While code division multiple access (CDMA) is becoming a promising cellular communication system, the design for a CDMA cellular system configuration has posed a practica...
Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao
PKDD
2000
Springer
144views Data Mining» more  PKDD 2000»
14 years 1 days ago
Fast Hierarchical Clustering Based on Compressed Data and OPTICS
: One way to scale up clustering algorithms is to squash the data by some intelligent compression technique and cluster only the compressed data records. Such compressed data recor...
Markus M. Breunig, Hans-Peter Kriegel, Jörg S...
VLDB
1998
ACM
112views Database» more  VLDB 1998»
14 years 20 days ago
Incremental Clustering for Mining in a Data Warehousing Environment
Data warehouses provide a great deal of opportunities for performing data mining tasks such as classification and clustering. Typically, updates are collected and applied to the d...
Martin Ester, Hans-Peter Kriegel, Jörg Sander...
WCRE
1999
IEEE
14 years 22 days ago
MoJo: A Distance Metric for Software Clusterings
The software clustering problem has attracted much attention recently, since it is an integral part of the process of reverse engineering large software systems. A key problem in ...
Vassilios Tzerpos, Richard C. Holt