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DATAMINE
2010
121views more  DATAMINE 2010»
12 years 12 months ago
Binary matrix factorization for analyzing gene expression data
Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xian-We...
BMCBI
2010
160views more  BMCBI 2010»
13 years 5 months ago
Annotation of gene promoters by integrative data-mining of ChIP-seq Pol-II enrichment data
Background: Use of alternative gene promoters that drive widespread cell-type, tissue-type or developmental gene regulation in mammalian genomes is a common phenomenon. Chromatin ...
Ravi Gupta, Priyankara Wikramasinghe, Anirban Bhat...
DATAMINE
2010
166views more  DATAMINE 2010»
13 years 5 months ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont
DSS
2007
74views more  DSS 2007»
13 years 4 months ago
Novel information discovery for intelligence and counterterrorism
Intelligence analysts construct hypotheses from large volumes of data, but are often limited by social and organizational norms and their own preconceptions and biases. The use of...
David B. Skillicorn, Nikhil Vats
DATAMINE
2010
120views more  DATAMINE 2010»
13 years 5 months ago
A weighted voting summarization of SOM ensembles
Abstract Weighted Voting Superposition (WeVoS) is a novel summarization algorithm for the results of an ensemble of Self-Organizing Maps. Its principal aim is to achieve the lowest...
Bruno Baruque, Emilio Corchado