Blar i Scientific Publications in Information and Communication Technology på tidsskrift "Information Sciences"
Viser treff 1-5 av 5
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A novel technique for stochastic root-finding: Enhancing the search with adaptive d-ary search
(Peer reviewed; Journal article, 2017)The most fundamental problem encountered in the field of stochastic optimization and control, is the Stochastic Root Finding (SRF) problem where the task is to locate (or in the context of control, to move towards), an ... -
“Anti-Bayesian” flat and hierarchical clustering using symmetric quantiloids
(Journal article; Peer reviewed, 2017)A Pattern Recognition (PR) system that does not involve labelled samples requires the clustering of the samples into their respective classes before the training and testing can be achieved. All of the reported clustering ... -
Imposing tree-based topologies onto self organizing maps
(Journal article; Peer reviewed, 2011)The beauty of the Kohonen map is that it has the property of organizing the codebook vectors, which represent the data points, both with respect to the underlying distribution and topologically. This topology is traditionally ... -
Pioneering approaches for enhancing the speed of hierarchical LA by ordering the actions
(Peer reviewed; Journal article, 2023)Fixed Structure Stocastic Automata (FSSA), Variable Structure Learning Automata (VSSA), and their discretized versions have been significantly improved by utilizing inexpensive estimates of the actions' reward probabilities. ... -
Towards safe reinforcement-learning in industrial grid-warehousing
(Peer reviewed; Journal article, 2020)