December 2012
Intermediate to advanced
407 pages
10h 18m
English
Content preview from Pattern Recognition and Machine Learning
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3
Generation and Transformation of Representations
KEYWORDS
linear transformation
point spread function
shift-invariant function
convolution integral
Fourier transform
convolution theorem
sampling
sampling theorem
quantization
interpolation of curves
spline function
problem solving
tree search
search tree
depth-first search
breadth-first search
best-first search
heuristic search
theorem proving
substitution
unification
resolution principle
refutation process
production system
working memory
recognition-action cycle
discrimination tree
conflict resolution
adaptive production system
semantic network
frame
inheritance
multiple inheritance
constraint representation
relaxation method
This chapter gives some basic methods for generating new representations ...
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