منابع مشابه
Novelty and Adaptive Novelty
In this paper we briefly describe Novelty and Adaptive Novelty, two high-performance, stochastic local search (SLS) algorithms for SAT. Based on the WalkSAT architecture, these algorithms combine search intensification and diversification feautures that lead to good peformance on a broad range of SAT instances. The performance of the Novelty algorithm critically depends on the setting of a soca...
متن کاملAdaptive Novelty
In this paper we briefly describe Novelty and Adaptive Novelty, two high-performance, stochastic local search (SLS) algorithms for SAT. Based on the WalkSAT architecture, these algorithms combine search intensification and diversification feautures that lead to good peformance on a broad range of SAT instances. The performance of the Novelty algorithm critically depends on the setting of a soca...
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The ability of a classifier to recognize unknown inputs is important for many classification-based systems. We discuss the problem of simultaneous classification and novelty detection, i.e. determining whether an input is from the known set of classes and from which specific class, or from an unknown domain and does not belong to any of the known classes. We propose a method based on the Genera...
متن کاملSemi-Supervised Novelty Detection
A common setting for novelty detection assumes that labeled examples from the nominal class are available, but that labeled examples of novelties are unavailable. The standard (inductive) approach is to declare novelties where the nominal density is low, which reduces the problem to density level set estimation. In this paper, we consider the setting where an unlabeled and possibly contaminated...
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Computation and digital processes have become integral to everyday communication. The study of how digital media produce meaning, known as computational semiotics, works towards an understanding of the unique properties and characteristics of communications mediated by computers. Articulating and mapping new forms of communication and expression enabled by digital media is important in understa...
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ژورنال
عنوان ژورنال: New Blackfriars
سال: 1921
ISSN: 0028-4289,1741-2005
DOI: 10.1111/j.1741-2005.1921.tb02885.x