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Self-organizing semantic maps

Biological Cybernetics, 1989
Self-organized formation of topographic maps for abstract data, such as words, is demonstrated in this work. The semantic relationships in the data are reflected by their relative distances in the map. Two different simulations, both based on a neural network model that implements the algorithm of the selforganizing feature maps, are given.
Ritter, Helge, Kohonen, Teuvo
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Semantic Urban Maps

2014 22nd International Conference on Pattern Recognition, 2014
A novel region based 3D semantic mapping method is proposed for urban scenes. The proposed Semantic Urban Maps (SUM) method labels the regions of segmented images into a set of geometric and semant ...
J.R. Siddiqui, S. Khatibi
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Multirelational semantic maps

Educational Psychology Review, 1989
Research on multirelational semantic maps is laden with promise for educational applications, but the development of knowledge mapping systems has been largely unsystematic. This paper describes the distinctive features of knowledge maps, discusses their origins, and explores some of the strengths and weaknesses of the wide variety of maps and mapping ...
Judith G. Lambiotte   +3 more
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Semantic indoor maps

2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013), 2013
The cumbersome process of construction and incremental update of large indoor maps can be simplified by semantic maps. A novel semantic mapping method for indoor environments is proposed which employs a flash-n-extend strategy for constructing and updating the map. At the exposure of every flash event, a 3D snapshot of the environment is taken which is
J. R. Siddiqui, S. Khatibi
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Mapping semantic space: property norms and semantic richness

Cognitive Processing, 2019
In semantic property listing tasks, participants list many features for some concepts and fewer for others. This variability in number of features (NoF) has been used in previous research as a measure of a concept's semantic richness, and such studies have shown that in lexical-semantic tasks responses tend to be facilitated for words with high NoF ...
Emiko J. Muraki   +2 more
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