Apr 26, 2017 · Weighted Random Walk on PPI Network. Authors: Thillainayaki, M. Hemalatha. View PDF Save PDF. This paper is published in Volume-3, Issue-2 ...
Abstract: Proteins in the same protein complexes should highly interact with each other but rarely interact with the other pro- teins in protein-protein ...
... Published 26 April 2017; Biology, Computer Science; International Journal of Advance Research, Ideas and Innovations in Technology. TLDR. Graphs for ...
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Mar 21, 2023 · We developed a new random walk-based algorithm named prioritization with a warped network (PWN), which employs a warped network to achieve enhanced performance.
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In this work, we introduce the Biological Random Walks (BRW) approach for disease gene prioritization in the human interactome.
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In this paper, we propose using random walks on graphs for the complex/pathway membership problem. We evaluate the proposed technique on three different ...
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Apr 6, 2020 · In this paper, we proposed a novel random walk method for identifying essential proteins, called HEPT. A three-dimensional tensor is constructed ...
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We develop an algorithm called CMC (clustering-based on maximal cliques) to discover complexes from the weighted PPI network.
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May 30, 2022 · In this paper, we propose the RWRT (Random Walks with Restart on Tensor) method to accomplish protein function prediction by applying bi-random walks on the ...
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Jun 13, 2018 · In this work, we weight the features of drug-target pairs using the random walk with restart algorithm on each interactome network (Fig. 1).
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