798 search results - page 58 / 160 » Perceptual Learning and Abstraction in Machine Learning |
137
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. For large state-space Markovian Decision Problems MonteCarlo planning is one of the few viable approaches to find near-optimal solutions. In this paper we introduce a new...
129
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ML
2006
ACM
15 years 3 months ago
2006
ACM
This paper presents a representation for melodic segment classes and applies it to music data mining. Melody is modeled as a sequence of segments, each segment being a sequenceofno...
141
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MICCAI
2007
Springer
16 years 4 months ago
2007
Springer
Abstract. We propose a highly automated approach to the point correspondence problem for anatomical shapes in medical images. Manual landmarking is performed on a small subset of t...
127
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ALT
2004
Springer
16 years 25 days ago
2004
Springer
Abstract. A hidden Markov model is introduced for descriptive modelling the mosaic–like structures of haplotypes, due to iterated recombinations within a population. Methods usin...
105
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ALT
2002
Springer
16 years 25 days ago
2002
Springer
Abstract. In this paper we analyze the relationships between the eigenvalues of the m × m Gram matrix K for a kernel k(·, ·) corresponding to a sample x1, . . . , xm drawn from ...