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BMCBI
2006
112views more  BMCBI 2006»
15 years 4 months ago
A phylogenomic gene cluster resource: the Phylogenetically Inferred Groups (PhIGs) database
Background: We present here the PhIGs database, a phylogenomic resource for sequenced genomes. Although many methods exist for clustering gene families, very few attempt to create...
Paramvir S. Dehal, Jeffrey L. Boore
JIIS
1998
97views more  JIIS 1998»
15 years 4 months ago
Knowledge Mining With VxInsight: Discovery Through Interaction
The explosive growth in the availability of information is overwhelming traditional information management systems. Although individual pieces of information have become easy to ï¬...
George S. Davidson, Bruce Hendrickson, David K. Jo...
ECAI
2010
Springer
15 years 5 months ago
Learning Aggregation Functions for Expert Search
Abstract. Machine learning techniques are increasingly being applied to problems in the domain of information retrieval and text mining. In this paper we present an application of ...
Ronan Cummins, Mounia Lalmas, Colm O'Riordan
ICDM
2005
IEEE
215views Data Mining» more  ICDM 2005»
15 years 10 months ago
CLUGO: A Clustering Algorithm for Automated Functional Annotations Based on Gene Ontology
We address the issue of providing highly informative and comprehensive annotations using information revealed by the structured vocabularies of Gene Ontology (GO). For a target, a...
In-Yee Lee, Jan-Ming Ho, Ming-Syan Chen
ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
15 years 10 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar