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» Multi-valued Pattern Databases
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108
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ICUIMC
2009
ACM
15 years 9 months ago
PicAChoo: a tool for customizable feature extraction utilizing characteristics of textual data
Although documents have hundreds of thousands of unique words, only a small number of words are significantly useful for intelligent services. For this reason, feature extraction ...
Jaeseok Myung, Jung-Yeon Yang, Sang-goo Lee
125
Voted
TIME
2008
IEEE
15 years 8 months ago
Time Aware Mining of Itemsets
Frequent behavioural pattern mining is a very important topic of knowledge discovery, intended to extract correlations between items recorded in large databases or Web acces logs....
Bashar Saleh, Florent Masseglia
VLDB
2007
ACM
204views Database» more  VLDB 2007»
15 years 8 months ago
Optimization of Frequent Itemset Mining on Multiple-Core Processor
Multi-core processors are proliferated across different domains in recent years. In this paper, we study the performance of frequent pattern mining on a modern multi-core machine....
Eric Li, Li Liu
110
Voted
DEXAW
2006
IEEE
129views Database» more  DEXAW 2006»
15 years 8 months ago
Interaction Styles for Service Discovery in Mobile Business Applications
As the power of mobile devices continues to grow, and the range of resources accessible via wireless networks expands, there is an increasing need to offer services to users in a ...
Markus Aleksy, Colin Atkinson, Philipp Bostan, Tho...
ICDE
2006
IEEE
169views Database» more  ICDE 2006»
15 years 8 months ago
Unsupervised Outlier Detection in Time Series Data
Fraud detection is of great importance to financial institutions. This paper is concerned with the problem of finding outliers in time series financial data using Peer Group Analy...
Zakia Ferdousi, Akira Maeda