We introduce the notion of \partial Occam algorithm". A partial Oc-cam algorithm produces a succinct hypothesis that is partially consistent with given examples, where the proportion of consistent examples is a bit more than half. By using this new notion, we propose one approach for obtaining a PAC learning algorithm. First, as shown in this paper, a partial Occam algorithm is equivalent to a ...

in this paper, we investigate the delay-dependent robust stability of fuzzy cohen-grossberg neural networks with markovian jumping parameter and mixed time varying delays by delay decomposition method. a new lyapunov-krasovskii functional (lkf) is constructed by nonuniformly dividing discrete delay interval into multiple subinterval, and choosing proper functionals with different weighting matr...

In answering questions from [7] we prove a triangulation result that is of independent interest. In more detail, let R be an o-minimal field with a proper convex subring V , and let st : V → k be the corresponding standard part map. Under a mild assumption on (R, V) we show that definable sets X ⊆ V n admit a triangulation that induces a triangulation of its standard part st(X) ⊆ k n .

Although language-impaired children have been observed to follow many nor­ mal language acquisition patterns, research to date has not fully explored the re­ lationships between various linguistic domains. The hypotheses investigated in this study are that language-impaired children produce fewer logical proposi­ tions per utterance and evidence less control of formal syntactic markers. lan­ gu...

0

This paper studies conformal biharmonic immersions. We first study the transformations of Jacobi operator and the bitension field under conformal change of metrics. We then obtain an invariant equation for a conformal biharmonic immersion of a surface into Euclidean 3-space. As applications, we construct a 2-parameter family of non-minimal conformal biharmonic immersions of cylinder into R and ...

Outlier detection is a popular technique that can be utilized in many modern applications like financial analysis and fraud detection. As data description becomes complex, operated datasets’ dimensionalities keep monotone increasing. However, current researches find that it is extremely difficult to pick out outliers directly from high dimensional datasets owing to the curse of dimensionality. ...

Anthropocentrism in Western (modern industrial) society is dominant, goes back hundreds of years, and can rightly be called ‘hubris’. It removes almost all moral standing from the nonhuman world, seeing it purely as a resource. Here, we discuss troubling components anthropocentrism: worldview ethics; dualisms, valuation values; psychology fear denial; idea philosophical ‘ownership’. We also que...

introduction: celiac disease (cd) is a hereditary disorder of the immune system which damages the mucosa of the small intestine caused by gluten consumption(even very small amounts). villous atrophy, leads to malabsorption, which is due to decreased absorption levels. the first bowel symptoms are seen during the first 2 years of life. currently, the only treatment is to compliance with a gluten...

Abstract. Proper vertex colorings of a graph are related to its boundary map, also called its signed vertex-edge incidence matrix. The vertex Laplacian of a graph, a natural extension of the boundary map, leads us to introduce nowhere-harmonic colorings and analogues of the chromatic polynomial and Stanley’s theorem relating negative evaluations of the chromatic polynomial to acyclic orientatio...