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» Mining Actionable Patterns
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83
Voted
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 1 months ago
Fast discovery of unexpected patterns in data, relative to a Bayesian network
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
Szymon Jaroszewicz, Tobias Scheffer
118
Voted
ESWS
2007
Springer
15 years 7 months ago
Towards an Ontology for Process Monitoring and Mining
Abstract. Business Process Analysis (BPA) aims at monitoring, diagnosing, simulating and mining enacted processes in order to support the analysis and enhancement of process models...
Carlos Pedrinaci, John Domingue
65
Voted
KDD
1994
ACM
118views Data Mining» more  KDD 1994»
15 years 4 months ago
Discovering Informative Patterns and Data Cleaning
Wepresent a methodfor discovering informative patterns from data. With this method,large databases can be reducedto only a few representative data entries. Ourframeworkencompasses...
Isabelle Guyon, Nada Matic, Vladimir Vapnik
114
Voted
AUSDM
2008
Springer
246views Data Mining» more  AUSDM 2008»
15 years 2 months ago
Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia
Data mining and knowledge discovery have been applied to datasets in various industries including biomedical data. Modelling, data mining and visualization in biomedical data addr...
Ahmad Al-Oqaily, Paul J. Kennedy, Daniel R. Catchp...
115
Voted
IPPS
2008
IEEE
15 years 7 months ago
Parallel mining of closed quasi-cliques
Graph structure can model the relationships among a set of objects. Mining quasi-clique patterns from large dense graph data makes sense with respect to both statistic and applica...
Yuzhou Zhang, Jianyong Wang, Zhiping Zeng, Lizhu Z...