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» A Pattern Based Data Mining Approach
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BALT
2006
15 years 10 months ago
Introducing Softness into Inductive Queries on String Databases
In many application domains (e.g., WWW mining, molecular biology), large string datasets are available and yet under-exploited. The inductive database framework assumes that both s...
Ieva Mitasiunaite, Jean-François Boulicaut
ICDM
2003
IEEE
95views Data Mining» more  ICDM 2003»
15 years 12 months ago
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection
Abstract—Despite the considerable amount of research work on the application of Gabor filters in pattern classification, their design and selection have been mostly done on a t...
Zehang Sun, George Bebis, Ronald Miller
HICSS
2005
IEEE
175views Biometrics» more  HICSS 2005»
16 years 5 days ago
Causal Reasoning Engine: An Explanation-Based Approach to Syndromic Surveillance
1 Quickly detecting an unexpected pathogen can save many lives. In cases of bioterrorism or naturally occurring epidemics, accurate diagnoses may not be made until much of the popu...
Benjamin B. Perry, Tim Van Allen
AUSDM
2007
Springer
110views Data Mining» more  AUSDM 2007»
16 years 22 days ago
Useful Clustering Outcomes from Meaningful Time Series Clustering
Clustering time series data using the popular subsequence (STS) technique has been widely used in the data mining and wider communities. Recently the conclusion was made that it i...
Jason Chen
TPCTC
2009
Springer
106views Hardware» more  TPCTC 2009»
16 years 1 months ago
Measuring Database Performance in Online Services: A Trace-Based Approach
Many large-scale online services use structured storage to persist metadata and sometimes data. The structured storage is typically provided by standard database servers such as Mi...
Swaroop Kavalanekar, Dushyanth Narayanan, Sriram S...