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» 1.6-Bit Pattern Databases
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149
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VLDB
2000
ACM
130views Database» more  VLDB 2000»
15 years 8 months ago
Mining Frequent Itemsets Using Support Constraints
Interesting patterns often occur at varied levels of support. The classic association mining based on a uniform minimum support, such as Apriori, either misses interesting pattern...
Ke Wang, Yu He, Jiawei Han
134
Voted
FIMI
2004
212views Data Mining» more  FIMI 2004»
15 years 6 months ago
A Space Optimization for FP-Growth
Frequency mining problem comprises the core of several data mining algorithms. Among frequent pattern discovery algorithms, FP-GROWTH employs a unique search strategy using compac...
Eray Özkural, Cevdet Aykanat
110
Voted
AIR
2000
91views more  AIR 2000»
15 years 4 months ago
PlanMine: Predicting Plan Failures Using Sequence Mining
This paper presents the PLANMINE sequence mining algorithm to extract patterns of events that predict failures in databases of plan executions. New techniques were needed because p...
Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara
DEXA
2000
Springer
85views Database» more  DEXA 2000»
15 years 9 months ago
Utilizing Fragmented Bandwidth in a Staggered Striping Multimedia System
In this paper, we discuss the use of fragmented bandwidth to improve the performance of staggered striping in a multimedia system. It is observed that potential disruptions can occ...
Yang Pan, Wen-Chi Hou
BMCBI
2008
128views more  BMCBI 2008»
15 years 4 months ago
Meta-analysis of breast cancer microarray studies in conjunction with conserved cis-elements suggest patterns for coordinate reg
Background: Gene expression measurements from breast cancer (BrCa) tumors are established clinical predictive tools to identify tumor subtypes, identify patients showing poor/good...
David D. Smith, Pål Sætrom, Ola R. Sn&...