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AAAI
2007
15 years 5 months ago
Learning Large Scale Common Sense Models of Everyday Life
Recent work has shown promise in using large, publicly available, hand-contributed commonsense databases as joint models that can be used to infer human state from day-to-day sens...
William Pentney, Matthai Philipose, Jeff A. Bilmes...
174
Voted
BMCBI
2011
14 years 6 months ago
To aggregate or not to aggregate high-dimensional classifiers
Background: High-throughput functional genomics technologies generate large amount of data with hundreds or thousands of measurements per sample. The number of sample is usually m...
Cheng-Jian Xu, Huub C. J. Hoefsloot, Age K. Smilde
168
Voted
SDM
2004
SIAM
187views Data Mining» more  SDM 2004»
15 years 4 months ago
Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvri...
130
Voted
BMCBI
2010
144views more  BMCBI 2010»
15 years 2 months ago
Graph-based clustering and characterization of repetitive sequences in next-generation sequencing data
Background: The investigation of plant genome structure and evolution requires comprehensive characterization of repetitive sequences that make up the majority of higher plant nuc...
Petr Novák, Pavel Neumann, Jirí Maca...
129
Voted
ESEC
1997
Springer
15 years 6 months ago
Applying Static Analysis to Software Architectures
Abstract. In this paper we demonstrate how static concurrency analysis techniques can be used to verify application-specific properties of an architecture description. Specifically...
Gleb Naumovich, George S. Avrunin, Lori A. Clarke,...