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ECML
2003
Springer
15 years 9 months ago
A Two-Level Learning Method for Generalized Multi-instance Problems
In traditional multi-instance (MI) learning, a single positive instance in a bag produces a positive class label. Hence, the learner knows how the bag’s class label depends on th...
Nils Weidmann, Eibe Frank, Bernhard Pfahringer
EPIA
2003
Springer
15 years 9 months ago
Border Detection on Remote Sensing Satellite Data Using Self-Organizing Maps
In this paper, a new approach to Mediterranean Water Eddy border detection is proposed. Kohonen self-organizing maps (SOM) are used as data mining tools to cluster image pixels thr...
Nuno M. C. Marques, Ning Chen
ESAW
2003
Springer
15 years 9 months ago
Using Swarm Intelligence in Linda Systems
Abstract. Natural forming multi-agent systems have the ability to grow to enormous sizes and perform seemingly complex tasks without the existence of any centralized control. Their...
Robert Tolksdorf, Ronaldo Menezes
ESAW
2003
Springer
15 years 9 months ago
Competent Agents and Customising Protocols
Abstract. In open agent societies, communication protocols and strategies cannot be assumed to always match perfectly, because they are typically specified by different designers...
Ulrich Endriss, Wenjin Lu, Nicolas Maudet, Kostas ...
ESOP
2003
Springer
15 years 9 months ago
Using Controller-Synthesis Techniques to Build Property-Enforcing Layers
In complex systems, like robot plants, applications are built on top of a set of components, or devices. Each of them has particular individual constraints, and there are also log...
Karine Altisen, Aurélie Clodic, Florence Ma...