
Prof. Meirav Zehavi
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Improved Parameterized Algorithms for Network Query Problems
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