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AUSDM
2008
Springer
235views Data Mining» more  AUSDM 2008»
13 years 10 months ago
ShrFP-Tree: An Efficient Tree Structure for Mining Share-Frequent Patterns
Share-frequent pattern mining discovers more useful and realistic knowledge from database compared to the traditional frequent pattern mining by considering the non-binary frequen...
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer,...
ADMA
2008
Springer
89views Data Mining» more  ADMA 2008»
13 years 10 months ago
Timeline Analysis of Web News Events
With a large number of news available on the internet everyday, it is an interesting work to automatically organize news events by time order and dependencies between events. The w...
Jiangtao Qiu, Chuan Li, Shaojie Qiao, Taiyong Li, ...
ADMA
2008
Springer
124views Data Mining» more  ADMA 2008»
13 years 10 months ago
Dimensionality Reduction for Classification
We investigate the effects of dimensionality reduction using different techniques and different dimensions on six two-class data sets with numerical attributes as pre-processing fo...
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
ADMA
2008
Springer
87views Data Mining» more  ADMA 2008»
13 years 10 months ago
Negative Generator Border for Effective Pattern Maintenance
In this paper, we study the maintenance of frequent patterns in the context of the generator representation. The generator representation is a concise and lossless representation o...
Mengling Feng, Jinyan Li, Limsoon Wong, Yap-Peng T...

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somaraki VassilikiStudent, PhD
University of Liverpool
somaraki Vassiliki
DMKDTTT
2004
110views Data Mining» more  DMKDTTT 2004»
13 years 11 months ago
XML algebras for data mining
The XML is a new standard for data representation and exchange on the Internet. There are studies on XML query languages as well as XML algebras in literature. However, attention ...
Ming Zhang, Jingtao Yao
ADMA
2009
Springer
105views Data Mining» more  ADMA 2009»
13 years 11 months ago
Mining User Position Log for Construction of Personalized Activity Map
Consider a scenario in which a smart phone automatically saves the user’s positional records for personalized location-based applications. The smart phone will infer patterns of ...
Hui Fang, Wen-Jing Hsu, Larry Rudolph
EDBT
2010
ACM
145views Database» more  EDBT 2010»
13 years 12 months ago
Splash: ad-hoc querying of data and statistical models
Data mining is increasingly performed by people who are not computer scientists or professional programmers. It is often done as an iterative process involving multiple ad-hoc tas...
Lujun Fang, Kristen LeFevre