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SDM
2012
SIAM
289views Data Mining» more  SDM 2012»
13 years 9 months ago
Mining Compressing Sequential Patterns
Compression based pattern mining has been successfully applied to many data mining tasks. We propose an approach based on the minimum description length principle to extract seque...
Hoang Thanh Lam, Fabian Moerchen, Dmitriy Fradkin,...
AAAI
2012
13 years 9 months ago
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
Tomer Levinboim, Fei Sha
BMCBI
2007
86views more  BMCBI 2007»
15 years 6 months ago
Detecting microsatellites within genomes: significant variation among algorithms
Background: Microsatellites are short, tandemly-repeated DNA sequences which are widely distributed among genomes. Their structure, role and evolution can be analyzed based on exh...
Sébastien Leclercq, Eric Rivals, Philippe J...
BMCBI
2011
15 years 1 months ago
SAQC: SNP array quality control
Background: Genome-wide single-nucleotide polymorphism (SNP) arrays containing hundreds of thousands of SNPs from the human genome have proven useful for studying important human ...
Hsin-Chou Yang, Hsin-Chi Lin, Meijyh Kang, Chun-Ho...
DNIS
2005
Springer
112views Database» more  DNIS 2005»
16 years 3 days ago
Modelling Peer-to-Peer Data Networks Under Complex System Theory
: A Peer-to-peer Data Network (PDN) is an open and evolving society of peer nodes that assemble into a network to share their data for mutual benefit. PDNs are enabled by distribu...
Cyrus Shahabi, Farnoush Banaei Kashani