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INCDM
2010
Springer
251views Data Mining» more  INCDM 2010»
15 years 10 months ago
Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining
Abstract. A framework for Multi Agent Data Mining (MADM) is described. The framework comprises a collection of agents cooperating to address given data mining tasks. The fundamenta...
Santhana Chaimontree, Katie Atkinson, Frans Coenen
ATAL
2003
Springer
15 years 12 months ago
Coalition formation with uncertain heterogeneous information
Coalition formation methods allow agents to join together and are thus necessary in cases where tasks can only be performed cooperatively by groups. This is the case in the Reques...
Sarit Kraus, Onn Shehory, Gilad Taase
CLIMA
2004
15 years 8 months ago
A New Framework for Knowledge Revision of Abductive Agents Through Their Interaction
The aim of this work is the design of a framework for the revision of knowledge in abductive reasoning agents, based on interaction. We address issues such as: how to exploit knowl...
Andrea Bracciali, Paolo Torroni
ATAL
2006
Springer
15 years 10 months ago
The communication complexity of coalition formation among autonomous agents
It is self-evident that in numerous Multiagent settings, selfish agents stand to benefit from cooperating by forming coalitions. Nevertheless, negotiating a stable distribution of...
Ariel D. Procaccia, Jeffrey S. Rosenschein
CIA
2007
Springer
16 years 28 days ago
Learning Initial Trust Among Interacting Agents
Trust learning is a crucial aspect of information exchange, negotiation, and any other kind of social interaction among autonomous agents in open systems. But most current probabil...
Achim Rettinger, Matthias Nickles, Volker Tresp