Prof. Meirav Zehavi

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Improved Parameterized Algorithms for Network Query Problems

Ron Y. Pinter, Hadas Shachnai, Meirav Zehavi

In the Partial Information Network Query (PINQ) problem, we are given a host graph H, and a pattern P whose topology is partially known. We seek a connected subgraph of H that resemblesP. PINQ is a generalization of Subgraph Isomorphism, where the topology of P is known, and Graph Motif, where the topology of P is unknown. This generalization addresses the major challenge of analyzing biological networks in the absence of certain topological data. In this paper, we use a non-standard hybridization of algebraic and combinatorial tools to develop an exact parameterized algorithm as well as an FPT-approximation scheme for PINQ.

Publication language English
Pages 2270-2316
Journal Algorithmica
Volume 81
Issue number 6
Publication status Published - 01.06.2019

Keywords

Alignment network query
Graph motif
Narrow sieves
Parameterized algorithm
Partial information network query

ASJC Scopus subject areas

General Computer Science
Computer Science Applications
Applied Mathematics
Access to Document
10.1007/s00453-018-00535-8
Other files and links
Link to publication in Scopus