Browsing AURA by Journals "Pattern Analysis and Applications"
Now showing items 1-5 of 5
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Distributed Learning Automata-based S-learning scheme for classification
(Peer reviewed; Journal article, 2019) -
Nonparametric “anti-Bayesian” quantile-based pattern classification
(Journal article; Peer reviewed, 2020) -
On utilizing dependence-based information to enhance micro-aggregation for secure statistical databases
(Journal article; Peer reviewed, 2013)We consider the micro-aggregation problem which involves partitioning a set of individual records in a micro-data file into a number of mutually exclusive and exhaustive groups. This problem, which seeks for the best ... -
The design of absorbing Bayesian pursuit algorithms and the formal analyses of their ε-optimality
(Peer reviewed; Journal article, 2016)The fundamental phenomenon that has been used to enhance the convergence speed of learning automata (LA) is that of incorporating the running maximum likelihood (ML) estimates of the action reward probabilities into the ... -
User grouping and power allocation in NOMA systems: a novel semi-supervised reinforcement learning-based solution
(Peer reviewed; Journal article, 2022)In this paper, we present a pioneering solution to the problem of user grouping and power allocation in non-orthogonal multiple access (NOMA) systems. The problem is highly pertinent because NOMA is a well-recognized ...