Computers and Industrial Engineering
Optimizing similarity using multi-query relevance feedback
Journal of the American Society for Information Science
The median procedure on median graphs
Discrete Applied Mathematics
Jaccard similarity leads to the Marczewski-Steinhaus topology for information retrieval
Information Processing and Management: an International Journal
Median strings for k-nearest neighbour classification
Pattern Recognition Letters
Information Processing and Management: an International Journal
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
Grounding a descriptive language in cognitive agents using consensus methods
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
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In this paper a flexible method for a distance measure between communicative agents’ stored perceptions is proposed. It is assumed that each agent observes the states of external objects that are remembers them in a private temporal database in the form of base profiles. Distance measure is applied by the agent in the algorithm for the messages generation or during integration of other agents’ opinions collected during communication activities in order to create objective picture of the current state’s of objects. Proposed distance measure between base profiles is based on a computing of the costs of transformation one base profile into other. The objects’ movements hierarchy is introduced and mathematically explained using expected value and random variable.