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ICPR
2008
IEEE
14 years 2 months ago
A supervised learning approach for imbalanced data sets
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam...
GCB
1997
Springer
77views Biometrics» more  GCB 1997»
14 years 4 days ago
Statistics of large scale sequence searching
Motivation: Database search programs such as FASTA, BLAST or a rigorous Smith–Waterman algorithm produce lists of database entries, which are assumed to be related to the query....
Rainer Spang, Martin Vingron
CSB
2005
IEEE
132views Bioinformatics» more  CSB 2005»
13 years 10 months ago
A Fast Shotgun Assembly Heuristic
Genome sequencing opened a new era in genetics allowing the study of genomes at the nucleotide level. However, the chosen method of sequencing produced large numbers of nucleotide...
Christopher Wilks, Sami Khuri
CSSE
2006
IEEE
13 years 8 months ago
Agile PASSI: An agile process for designing agents
We have been developing robotic multi-agent systems for several years according to a well defined methodology (PASSI) obtaining good results, but day by day needs of a more versati...
Antonio Chella, Massimo Cossentino, Luca Sabatucci...
JBI
2007
13 years 8 months ago
Knowledge construction from time series data using a collaborative exploration system
This paper deals with the exploration of biomedical multivariate time series to construct typical parameter evolution or scenarios. This task is known to be difficult: the tempora...
Thomas Guyet, Catherine Garbay, Michel Dojat