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110
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APVIS
2010
15 years 2 months ago
GMap: Visualizing graphs and clusters as maps
Information visualization is essential in making sense out of large data sets. Often, high-dimensional data are visualized as a collection of points in 2-dimensional space through...
Emden R. Gansner, Yifan Hu, Stephen G. Kobourov
ECML
2007
Springer
15 years 7 months ago
Graph-Based Domain Mapping for Transfer Learning in General Games
A general game player is an agent capable of taking as input a description of a game’s rules in a formal language and proceeding to play without any subsequent human input. To do...
Gregory Kuhlmann, Peter Stone
100
Voted
IJCAI
1993
15 years 2 months ago
Using Local Information in a Non-Local Way for Mapping Graph-Like Worlds
This paper describes a technique whereby an autonomous agent such as a mobile robot can explore an unknown environment and make a topologicalmapofit. It is assumedthat the environ...
Gregory Dudek, Paul Freedman, Souad Hadjres
113
Voted
PAMI
2006
141views more  PAMI 2006»
15 years 22 days ago
Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameter
We provide evidence that non-linear dimensionality reduction, clustering and data set parameterization can be solved within one and the same framework. The main idea is to define ...
Stéphane Lafon, Ann B. Lee
68
Voted
ICCV
2007
IEEE
16 years 2 months ago
Depth Map Regeneration via Improved Graph Cuts Using a Novel Omnidirectional Stereo Sensor
Lei He, Chuanjiang Luo, Feng Zhu, Yingming Hao, Ji...