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» Phenomenology, Representations and Complexity
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ML
2002
ACM
128views Machine Learning» more  ML 2002»
14 years 9 months ago
A Simple Method for Generating Additive Clustering Models with Limited Complexity
Additive clustering was originally developed within cognitive psychology to enable the development of featural models of human mental representation. The representational flexibili...
Michael D. Lee
JMLR
2012
13 years 1 days ago
Multi-label Subspace Ensemble
A challenging problem of multi-label learning is that both the label space and the model complexity will grow rapidly with the increase in the number of labels, and thus makes the...
Tianyi Zhou, Dacheng Tao
ICRA
2010
IEEE
116views Robotics» more  ICRA 2010»
14 years 7 months ago
Using logic to handle conflicts between system, component, and infrastructure goals in complex robotic architectures
Abstract-- Complex robots with many interacting components in their control architectures are subject to component failures from which neither the control architecture nor the impl...
Paul W. Schermerhorn, Matthias Scheutz
78
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ICDM
2003
IEEE
123views Data Mining» more  ICDM 2003»
15 years 2 months ago
Complex Spatial Relationships
This paper describes the need for mining complex relationships in spatial data. Complex relationships are defined as those involving two or more of: multi-feature co-location, sel...
Robert Munro, Sanjay Chawla, Pei Sun
CG
2004
Springer
14 years 9 months ago
A stratification approach for modeling two-dimensional cell complexes
This work presents a stratification approach for modeling two-dimensional cell complexes. It introduces the concept of combinatorial stratification and uses the Handlebody theory ...
Sinésio Pesco, Geovan Tavares, Hélio...