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» A Pattern Based Data Mining Approach
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ICDM
2007
IEEE
136views Data Mining» more  ICDM 2007»
15 years 7 months ago
Dynamic Micro Targeting: Fitness-Based Approach to Predicting Individual Preferences
It is crucial to segment customers intelligently in order to offer more targeted and personalized products and services. Traditionally, customer segmentation is achieved using sta...
Tianyi Jiang, Alexander Tuzhilin
ILP
2003
Springer
15 years 6 months ago
Mining Model Trees: A Multi-relational Approach
In many data mining tools that support regression tasks, training data are stored in a single table containing both the target field (dependent variable) and the attributes (indepe...
Annalisa Appice, Michelangelo Ceci, Donato Malerba
89
Voted
RSFDGRC
2005
Springer
112views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
Discovering Characteristic Individual Accessing Behaviors in Web Environment
Abstract. Discovering diverse individual accessing behaviors in web environment is required before mining the valuable patterns from behaviors of groups of visitors. In this paper,...
Long Wang 0002, Christoph Meinel, Chunnian Liu
115
Voted
ALMOB
2008
112views more  ALMOB 2008»
15 years 26 days ago
Metabolite-based clustering and visualization of mass spectrometry data using one-dimensional self-organizing maps
Background: One of the goals of global metabolomic analysis is to identify metabolic markers that are hidden within a large background of data originating from high-throughput ana...
Peter Meinicke, Thomas Lingner, Alexander Kaever, ...
WWW
2006
ACM
16 years 1 months ago
Online mining of frequent query trees over XML data streams
In this paper, we proposed an online algorithm, called FQT-Stream (Frequent Query Trees of Streams), to mine the set of all frequent tree patterns over a continuous XML data strea...
Hua-Fu Li, Man-Kwan Shan, Suh-Yin Lee