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CEC
2007
IEEE
15 years 10 months ago
Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser
In this paper we derive a simpler form of Particle Swarm Optimiser (PSO) which still retains the key properties of the original model. We do so by progressively altering the origin...
Riccardo Poli, Dan Brattonx, Tim Blackwell, James ...
ECML
2007
Springer
15 years 10 months ago
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
Abstract. Ensemble methods are popular learning methods that usually increase the predictive accuracy of a classifier though at the cost of interpretability and insight in the deci...
Anneleen Van Assche, Hendrik Blockeel
AI
2006
Springer
15 years 10 months ago
A New Profile Alignment Method for Clustering Gene Expression Data
We focus on clustering gene expression temporal profiles, and propose a novel, simple algorithm that is powerful enough to find an efficient distribution of genes over clusters. We...
Ataul Bari, Luis Rueda
ATAL
2006
Springer
15 years 10 months ago
Synthetic humans in emergency response drills
Being able to realistically simulate humans in emergency response activities is a key challenge for advancing the field of information technology for emergency response. Building ...
Daniel Massaguer, Vidhya Balasubramanian, Sharad M...
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CSCWD
2006
Springer
15 years 10 months ago
A Framework for Sketch-Based Cooperative Design
This paper presents an application framework for constructing sketch-based cooperative design (especially for distributed conceptual design) tools. Three key issues are addressed: ...
Wei Jiang, Zhengxing Sun