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SGAI
2005
Springer
15 years 5 months ago
The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data
This paper presents the results of an investigation into the use of machine learning methods for the identification of narcotics from Raman spectra. The classification of spectr...
Tom Howley, Michael G. Madden, Marie-Louise O'Conn...
AMEC
2004
Springer
15 years 5 months ago
iAuctionMaker: A Decision Support Tool for Mixed Bundling
This paper presents iAuctionMaker as a novel tool that serves as a decision support for e-sourcing professionals on their pursuing of auction optimisation. Given a set of items to ...
Antonio Reyes-Moro, Juan A. Rodríguez-Aguil...
AP2PC
2004
Springer
15 years 5 months ago
The SEWASIE Multi-agent System
Abstract. Data integration, in the context of the web, faces new problems, due in particular to the heterogeneity of sources, to the fragmentation of the information and to the abs...
Sonia Bergamaschi, Pablo R. Fillottrani, Gionata G...
ARGMAS
2004
Springer
15 years 5 months ago
Is It Worth Arguing?
Argumentation-based negotiation (ABN) is an effective means of resolving conflicts in a multi-agent society. However, it consumes both time and computational resources for agents ...
Nishan C. Karunatillake, Nicholas R. Jennings
ATAL
2004
Springer
15 years 5 months ago
Product Distribution Theory for Control of Multi-Agent Systems
Product Distribution (PD) theory is a new framework for controlling Multi-Agent Systems (MAS’s). First we review one motivation of PD theory, as the information-theoretic extens...
Chiu Fan Lee, David H. Wolpert