Sciweavers

CIDM
2009
IEEE
14 years 6 months ago
An empirical study of bagging and boosting ensembles for identifying faulty classes in object-oriented software
—  Identifying faulty classes in object-oriented software is one of the important software quality assurance activities. This paper empirically investigates the application of t...
Hamoud I. Aljamaan, Mahmoud O. Elish
CIDM
2009
IEEE
14 years 6 months ago
Diversity analysis on imbalanced data sets by using ensemble models
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
Shuo Wang, Xin Yao
CIDM
2009
IEEE
14 years 6 months ago
Large-scale attribute selection using wrappers
Abstract— Scheme-specific attribute selection with the wrapper and variants of forward selection is a popular attribute selection technique for classification that yields good ...
Martin Gutlein, Eibe Frank, Mark Hall, Andreas Kar...
CIDM
2009
IEEE
14 years 6 months ago
An improved multiple minimum support based approach to mine rare association rules
Abstract—In this paper we have proposed an improved approach to extract rare association rules. Rare association rules are the association rules containing rare items. Rare items...
R. Uday Kiran, P. Krishna Reddy
CIDM
2009
IEEE
14 years 6 months ago
Automatic analysis of eye tracking data for medical diagnosis
— Several studies have analyzed the link between mental dysfunctions and eye movements, using eye tracking techniques to determine where a person is looking, that is, the fixati...
Filippo Galgani, Yiwen Sun, Pier Luca Lanzi, Jason...
CEC
2009
IEEE
14 years 6 months ago
An orthogonal multi-objective evolutionary algorithm with lower-dimensional crossover
Abstract— This paper proposes an multi-objective evolutionary algorithm. The algorithm is based on OMOEA-II[2]. A new linear breeding operator with lower-dimensional crossover an...
Song Gao, Sanyou Y. Zeng, Bo Xiao, Lei Zhang, Yulo...
CEC
2009
IEEE
14 years 6 months ago
Representation and structural biases in CGP
— An evolutionary algorithm automatically discovers suitable solutions to a problem, which may lie anywhere in a large search space of candidate solutions. In the case of Genetic...
Andrew J. Payne, Susan Stepney
CEC
2009
IEEE
14 years 6 months ago
Modelling and simulation of granuloma formation in visceral leishmaniasis
— Visceral leishmaniasis is a parasitic disease that is usually fatal if untreated. Host resistance is thought to involve the accumulation of inflammatory cells into structures ...
Anton J. Flugge, Jon Timmis, Paul S. Andrews, John...
CEC
2009
IEEE
14 years 6 months ago
Gene regulation in a particle metabolome
Abstract— The bacterial genome is well understood by biologists. Although its efficiency and adaptability should make it a good model for evolutionary algorithms, the bacterial ...
Simon J. Hickinbotham, Edward Clark, Susan Stepney...
CEC
2009
IEEE
14 years 6 months ago
A clustering particle swarm optimizer for dynamic optimization
Abstract—In the real world, many applications are nonstationary optimization problems. This requires that optimization algorithms need to not only find the global optimal soluti...
Changhe Li, Shengxiang Yang