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GECCO
2006
Springer
180views Optimization» more  GECCO 2006»
15 years 4 months ago
Improving cooperative GP ensemble with clustering and pruning for pattern classification
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
VLDB
2007
ACM
195views Database» more  VLDB 2007»
16 years 29 days ago
Modeling and Querying Vague Spatial Objects Using Shapelets
Research in modeling and querying spatial data has primarily focused on traditional "crisp" spatial objects with exact location and spatial extent. More recent work, how...
Daniel Zinn, Jim Bosch, Michael Gertz
96
Voted
ICDM
2009
IEEE
111views Data Mining» more  ICDM 2009»
15 years 7 months ago
A Game Theoretical Model for Adversarial Learning
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
Wei Liu, Sanjay Chawla
112
Voted
ICPR
2008
IEEE
15 years 7 months ago
Semi-supervised marginal discriminant analysis based on QR decomposition
In this paper, a novel subspace learning method, semi-supervised marginal discriminant analysis (SMDA), is proposed for classification. SMDA aims at maintaining the intrinsic neig...
Rui Xiao, Pengfei Shi
135
Voted
IAT
2007
IEEE
15 years 7 months ago
A Design of Client Side Information Management Method for Web Services Collaboration
In this paper, we propose a client side information management method for web services collaboration. Recently, personalization is one of the most challenging topics of the web te...
Hajime Hotta, Takashi Nozawa, Masafumi Hagiwara