230 search results - page 7 / 46 » XCS with computed prediction for the learning of Boolean fun... |
156
click to vote
STOC
2003
ACM
16 years 6 months ago
2003
ACM
We consider a fundamental problem in computational learning theory: learning an arbitrary Boolean function which depends on an unknown set of k out of n Boolean variables. We give...
377
click to vote
RECOMB
2012
Springer
13 years 8 months ago
2012
Springer
Abstract. Since the first emergence of protein-protein interaction networks, more than a decade ago, they have been viewed as static scaffolds of the signaling-regulatory events ...
199
click to vote
COLT
2008
Springer
15 years 8 months ago
2008
Springer
A pseudo-Boolean function is a real-valued function defined on {0, 1}n . A k-bounded function is a pseudo-Boolean function that can be expressed as a sum of subfunctions each of w...
172
Voted
IJCAI
1993
15 years 7 months ago
1993
In this paper we present an average-case analysis of the nearest neighbor algorithm, a simple induction method that has been studied by manyresearchers. Our analysis assumes a con...
294
click to vote
Book
This is an introductory book about machine learning. Notice that this is a draft book. It may contain typos, mistakes, etc.
The book covers the following topics: Boolean Functio...