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DKE
2007
99views more  DKE 2007»
13 years 7 months ago
Modeling and language support for the management of pattern-bases
In our days knowledge extraction methods are able to produce artifacts (also called patterns) that concisely represent data. Patterns are usually quite heterogeneous and require a...
Manolis Terrovitis, Panos Vassiliadis, Spiros Skia...
TFS
2011
194views Education» more  TFS 2011»
13 years 2 months ago
Top-Down Induction of Fuzzy Pattern Trees
Fuzzy pattern tree induction was recently introduced as a novel machine learning method for classification. Roughly speaking, a pattern tree is a hierarchical, tree-like structur...
R. Senge, Eyke Hüllermeier
HICSS
2010
IEEE
173views Biometrics» more  HICSS 2010»
14 years 2 months ago
Analysis of Stakeholder/Value Dependency Patterns and Process Implications: A Controlled Experiment
Different classes of information system stakeholders depend on different values to be successful. Understanding stakeholders’ value dependencies is critical for developing softw...
Di Wu, Qi Li, Mei He, Barry W. Boehm, Ye Yang, Sup...
IRI
2008
IEEE
14 years 1 months ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
PREMI
2005
Springer
14 years 25 days ago
Towards Generic Pattern Mining
Frequent Pattern Mining (FPM) is a very powerful paradigm for mining informative and useful patterns in massive, complex datasets. In this paper we propose the Data Mining Template...
Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Nage...