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ICDM
2009
IEEE
113views Data Mining» more  ICDM 2009»
15 years 6 months ago
Spatiotemporal Relational Random Forests
Abstract—We introduce and validate Spatiotemporal Relational Random Forests, which are random forests created with spatiotemporal relational probability trees. We build on the do...
Timothy A. Supinie, Amy McGovern, John Williams, J...
ICTAI
2009
IEEE
15 years 6 months ago
A Multi-objective Genetic Algorithm for Community Detection in Networks
A multiobjective genetic algorithm to uncover community structure in complex network is proposed. The algorithm optimizes two objective functions able to identify densely connecte...
Clara Pizzuti
ICARIS
2009
Springer
15 years 6 months ago
On AIRS and Clonal Selection for Machine Learning
AIRS is an immune-inspired supervised learning algorithm that has been shown to perform competitively on some common datasets. Previous analysis of the algorithm consists almost ex...
Chris McEwan, Emma Hart
KIVS
2009
Springer
15 years 6 months ago
CLIO - A Cross-Layer Information Service for Overlay Network Optimization
New overlay-based services aim to provide properties like resilience, availability or QoS. To achieve this, automatic organization and optimization is required, which again demands...
Dirk Haage, Ralph Holz, Heiko Niedermayer, Pavel L...
QOSA
2009
Springer
15 years 6 months ago
Achieving Agility through Architecture Visibility
L.L.Bean is a large retail organization whose development processes must be agile in order to allow rapid enhancement and maintenance of its technology infrastructure. Over the pas...
Carl Hinsman, Neeraj Sangal, Judith A. Stafford