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» VizRank: finding informative data projections in functional ...
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86
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BIOINFORMATICS
2005
79views more  BIOINFORMATICS 2005»
15 years 15 days ago
VizRank: finding informative data projections in functional genomics by machine learning
Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Cu...
DATAMINE
2006
139views more  DATAMINE 2006»
15 years 19 days ago
VizRank: Data Visualization Guided by Machine Learning
Data visualization plays a crucial role in identifying interesting patterns in exploratory data analysis. Its use is, however, made difficult by the large number of possible data p...
Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko
88
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KDD
2005
ACM
130views Data Mining» more  KDD 2005»
16 years 1 months ago
Simple and effective visual models for gene expression cancer diagnostics
In the paper we show that diagnostic classes in cancer gene expression data sets, which most often include thousands of features (genes), may be effectively separated with simple ...
Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupa...
110
Voted
BMCBI
2010
133views more  BMCBI 2010»
15 years 22 days ago
Improving de novo sequence assembly using machine learning and comparative genomics for overlap correction
Background: With the rapid expansion of DNA sequencing databases, it is now feasible to identify relevant information from prior sequencing projects and completed genomes and appl...
Lance E. Palmer, Mathäus Dejori, Randall A. B...
90
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TREC
2003
15 years 2 months ago
Methods for Accurate Retrieval of MEDLINE Citations in Functional Genomics
The lack of discipline and consistency in gene naming poses a formidable challenge to researchers in locating relevant information sources in the genomics literature. The research...
Mehmet Kayaalp, Alan R. Aronson, Susanne M. Humphr...