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» Learning From Ambiguous Examples
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141
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AIEDAM
2007
105views more  AIEDAM 2007»
15 years 5 months ago
Biomimetic design through natural language analysis to facilitate cross-domain information retrieval
Biomimetic, or biologically inspired, design uses analogous biological phenomena to develop solutions for engineering problems. Several instances of biomimetic design result from ...
Ivey Chiu, L. H. Shu
149
Voted
COCOON
1995
Springer
15 years 8 months ago
Constructing Craig Interpolation Formulas
A Craig interpolant of two inconsistent theories is a formula which is true in one and false in the other. This paper gives an eificient method for constructing a Craig interpolant...
Guoxiang Huang
143
Voted
SODA
2001
ACM
147views Algorithms» more  SODA 2001»
15 years 6 months ago
Sublinear time approximate clustering
Clustering is of central importance in a number of disciplines including Machine Learning, Statistics, and Data Mining. This paper has two foci: 1 It describes how existing algori...
Nina Mishra, Daniel Oblinger, Leonard Pitt
139
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KBS
1998
122views more  KBS 1998»
15 years 4 months ago
Concept formation in design
: This paper presents a computationally tractable view on where simple design concepts come from by proposing a paradigm for the formation of design concepts based on the emergence...
John S. Gero
CVPR
2008
IEEE
16 years 7 months ago
Transfer learning for image classification with sparse prototype representations
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
Ariadna Quattoni, Michael Collins, Trevor Darrell