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» Towards A Model-Driven Engineering Approach of Data Mining
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CBSE
2006
Springer
14 years 25 days ago
Towards Encapsulating Data in Component-Based Software Systems
Abstract. A component-based system consists of components linked by connectors. Data can reside in components and/or in external data stores. Operations on data, such as access, up...
Kung-Kiu Lau, Faris M. Taweel
KDD
2006
ACM
200views Data Mining» more  KDD 2006»
14 years 9 months ago
A Random-Walk Based Scoring Algorithm Applied to Recommender Engines
Recommender systems are an emerging technology that helps consumers find interesting products and useful resources. A recommender system makes personalized product suggestions by e...
Augusto Pucci, Marco Gori, Marco Maggini
SIGMOD
2010
ACM
260views Database» more  SIGMOD 2010»
14 years 1 months ago
Towards proximity pattern mining in large graphs
Mining graph patterns in large networks is critical to a variety of applications such as malware detection and biological module discovery. However, frequent subgraphs are often i...
Arijit Khan, Xifeng Yan, Kun-Lung Wu
SIGMOD
2007
ACM
105views Database» more  SIGMOD 2007»
14 years 9 months ago
Supporting entity search: a large-scale prototype search engine
As the Web has evolved into a data-rich repository, with the standard "page view," current search engines are increasingly inadequate. While we often search for various ...
Tao Cheng, Xifeng Yan, Kevin Chen-Chuan Chang
INCDM
2009
Springer
145views Data Mining» more  INCDM 2009»
14 years 3 months ago
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation
In this paper, data mining is used to analyze the differentiation of mammalian Mesenchymal Stem Cells (MSCs). A database comprising the key parameters which, we believe, influence ...
Weiqi Wang, Yanbo J. Wang, René Baña...