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» A data mining approach to database compression
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144
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KDD
2006
ACM
222views Data Mining» more  KDD 2006»
16 years 4 months ago
A component-based framework for knowledge discovery in bioinformatics
Motivation: In the field of bioinformatics there is an emerging need to integrate all knowledge discovery steps into a standardized modular framework. Indeed, component-based deve...
Julien Etienne, Bernd Wachmann, Lei Zhang
138
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TIT
2010
138views Education» more  TIT 2010»
14 years 10 months ago
Functional compression through graph coloring
Motivated by applications to sensor networks and privacy preserving databases, we consider the problem of functional compression. The objective is to separately compress possibly c...
Vishal Doshi, Devavrat Shah, Muriel Médard,...
126
Voted
KDD
2006
ACM
121views Data Mining» more  KDD 2006»
16 years 4 months ago
Query-time entity resolution
The goal of entity resolution is to reconcile database references corresponding to the same real-world entities. Given the abundance of publicly available databases where entities...
Indrajit Bhattacharya, Lise Getoor, Louis Licamele
126
Voted
NAR
2011
244views Computer Vision» more  NAR 2011»
14 years 10 months ago
PROMISCUOUS: a database for network-based drug-repositioning
The procedure of drug approval is time-consuming, costly and risky. Accidental findings regarding multispecificity of approved drugs led to block-busters in new indication areas. ...
Joachim von Eichborn, Manuela S. Murgueitio, Mathi...
119
Voted
ICDE
2010
IEEE
199views Database» more  ICDE 2010»
15 years 10 months ago
Mining mutation chains in biological sequences
— The increasing infectious disease outbreaks has led to a need for new research to better understand the disease’s origins, epidemiological features and pathogenicity caused b...
Chang Sheng, Wynne Hsu, Mong-Li Lee, Joo Chuan Ton...