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» Generalized Framework for Syntax-Based Relation Mining
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ICDM
2008
IEEE
97views Data Mining» more  ICDM 2008»
15 years 6 months ago
OntoDM: An Ontology of Data Mining
Motivated by the need for unification of the field of data mining and the growing demand for formalized representation of outcomes of research, we address the task of constructi...
Pance Panov, Saso Dzeroski, Larisa N. Soldatova
KBSE
2008
IEEE
15 years 6 months ago
SpotWeb: Detecting Framework Hotspots and Coldspots via Mining Open Source Code on the Web
—Software developers often face challenges in reusing open source frameworks due to several factors such as the framework complexity and lack of proper documentation. In this pap...
Suresh Thummalapenta, Tao Xie
BPM
2005
Springer
141views Business» more  BPM 2005»
15 years 5 months ago
Towards a Framework for the Agile Mining of Business Processes
Abstract. In order to support business processes effectively, their implementation by a process management systems (PMS) must be as close to the real world’s processes as possib...
Barbara Weber, Manfred Reichert, Stefanie Rinderle...
ATAL
2007
Springer
15 years 5 months ago
A framework for agent-based distributed machine learning and data mining
This paper proposes a framework for agent-based distributed machine learning and data mining based on (i) the exchange of meta-level descriptions of individual learning processes ...
Jan Tozicka, Michael Rovatsos, Michal Pechoucek
CIBCB
2009
IEEE
15 years 22 days ago
A framework for the application of decision trees to the analysis of SNPs data
Data mining is the analysis of experimental datasets to extract trends and relationships that can be meaningful for the user. In genetic studies these techniques have revealed inte...
Linda Fiaschi, Jonathan M. Garibaldi, Natalio Kras...