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KDD
2009
ACM
347views Data Mining» more  KDD 2009»
15 years 11 months ago
FpViz: a visualizer for frequent pattern mining
Over the past 15 years, numerous algorithms have been proposed for frequent pattern mining as it plays an essential role in many knowledge discovery and data mining (KDD) tasks. M...
Carson Kai-Sang Leung, Christopher L. Carmichael
170
Voted
PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
15 years 9 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders
ICDE
2006
IEEE
178views Database» more  ICDE 2006»
16 years 6 months ago
Declarative Querying for Biological Sequences
The ongoing revolution in life sciences research is producing vast amounts of genetic and proteomic sequence data. Scientists want to pose increasingly complex queries on this dat...
Sandeep Tata, Jignesh M. Patel, James S. Friedman,...
119
Voted
SIGMOD
2004
ACM
97views Database» more  SIGMOD 2004»
16 years 5 months ago
Integration of Biological Sources: Current Systems and Challenges Ahead
This paper surveys the area of biological and genomic sources integration, which has recently become a major focus of the data integration research field. The challenges that an i...
Thomas Hernandez, Subbarao Kambhampati
ISBRA
2009
Springer
15 years 11 months ago
Using Gene Expression Modeling to Determine Biological Relevance of Putative Regulatory Networks
Identifying gene regulatory networks from high-throughput gene expression data is one of the most important goals of bioinformatics, but it remains difficult to define what makes a...
Peter Larsen, Yang Dai