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Random fixed points and random differential inclusions
Published 1988-01-01Subjects: “…random fixed point…”
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Common random fixed points of compatible random operators
Published 2006-01-01“…We construct a random iteration scheme and study necessary conditions for its convergence to a common random fixed point of two pairs of compatible random operators satisfying Meir-Keeler type conditions in Polish spaces. …”
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Random sums of random vectors and multitype families of productive individuals
Published 2004-01-01“…We prove limit theorems for a family of random vectors whose coordinates are a special form of random sums of Bernoulli random variables. …”
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Random Fixed Point Theorems of Random Comparable Operators and an Application
Published 2015-01-01“…We introduce the new concept of random comparable operators as a generalization of random monotone operators and prove several random fixed point theorems for such a class of operators in partially ordered Banach spaces. …”
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Merrifield-Simmons Index in Random Phenylene Chains and Random Hexagon Chains
Published 2015-01-01“…The author obtains explicit expressions for the expected value of the Merrifield-Simmons index of a random phenylene chain and a random hexagon chain, respectively. …”
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On Random Topological Structures
Published 2011-01-01“…We present some topics about random spaces. The main purpose of this paper is to study topological structure of random normed spaces and random functional analysis. …”
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Suppression of polarization random noise in a two-dimensional force sensorbased on random forest
Published 2025-01-01“…<p>To improve the accuracy of polarization random noise signal recognition and the noise suppression effect, a method of polarization random noise suppression in a two-dimensional force sensor based on random forest is proposed. …”
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Zero-One Law for Connectivity in Superposition of Random Key Graphs on Random Geometric Graphs
Published 2015-01-01“…We study connectivity property in the superposition of random key graph on random geometric graph. For this class of random graphs, we establish a new version of a conjectured zero-one law for graph connectivity as the number of nodes becomes unboundedly large. …”
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Applying Randomness Effectively Based on Random Forests for Classification Task of Datasets of Insufficient Information
Published 2012-01-01“…Random forests are known to be good for data mining of classification tasks, because random forests are robust for datasets having insufficient information possibly with some errors. …”
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D-Optimal Design for a Causal Structure for Completely Randomized and Random Blocked Experiments
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Random features and polynomial rules
Published 2025-01-01“…Random features models play a distinguished role in the theory of deep learning, describing the behavior of neural networks close to their infinite-width limit. …”
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A characterization of random approximations
Published 1999-01-01Subjects: “…Random approximations…”
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Local extrema in random trees
Published 2005-01-01“…We find exact formulas as rational functions of n for the expectation and variance of M1(T) and mn(T) when T∈𝒯n is chosen randomly according to a uniform distribution. As a consequence, a.a.s. …”
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