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20092023
most citedIndexing Variation Graphs

74 citations · 157 across the 11 of their papers we have counts for

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12 papers · 1 filter

cs.DS2023

Wheeler maps

Andrej Baláz, Travis Gagie, Adrián Goga +4

Motivated by challenges in pangenomic read alignment, we propose a generalization of Wheeler graphs that we call Wheeler maps. A Wheeler map stores a text and an assignme…

cs.DS2018

Haplotype-aware graph indexes

Jouni Sirén, Erik Garrison, Adam M. Novak +2

The variation graph toolkit (VG) represents genetic variation as a graph. Each path in the graph is a potential haplotype, though most paths are unlikely recombinations of true hap…

cs.DS2016★ 2 cited

RLZAP: Relative Lempel-Ziv with Adaptive Pointers

Anthony J. Cox, Andrea Farruggia, Travis Gagie +2

Relative Lempel-Ziv (RLZ) is a popular algorithm for compressing databases of genomes from individuals of the same species when fast random access is desired. With Kuruppu et al.'s…

cs.DS2016★ 74 cited

Indexing Variation Graphs

Jouni Sirén

Variation graphs, which represent genetic variation within a population, are replacing sequences as reference genomes. Path indexes are one of the most important tools for working…

cs.DS2015

Burrows-Wheeler transform for terabases

Jouni Sirén

In order to avoid the reference bias introduced by mapping reads to a reference genome, bioinformaticians are investigating reference-free methods for analyzing sequenced genomes.…

cs.DS2015★ 12 cited

Relative Suffix Trees

Andrea Farruggia, Travis Gagie, Gonzalo Navarro +2

Suffix trees are one of the most versatile data structures in stringology, with many applications in bioinformatics. Their main drawback is their size, which can be tens of times l…

cs.DS2015

Relative Select

Christina Boucher, Alexander Bowe, Travis Gagie +2

Motivated by the problem of storing coloured de Bruijn graphs, we show how, if we can already support fast select queries on one string, then we can store a little extra informatio…

cs.DS2014

Document Counting in Practice

Travis Gagie, Aleksi Hartikainen, Juha Kärkkäinen +3

We address the problem of counting the number of strings in a collection where a given pattern appears, which has applications in information retrieval and data mining. Existing so…

cs.DS2014

Reusing an FM-index

Djamal Belazzougui, Travis Gagie, Simon Gog +2

Intuitively, if two strings and are sufficiently similar and we already have an FM-index for then, by storing a little extra information, we should be able to reu…

cs.DS2014★ 3 cited

Document Retrieval on Repetitive Collections

Gonzalo Navarro, Simon J. Puglisi, Jouni Sirén

Document retrieval aims at finding the most important documents where a pattern appears in a collection of strings. Traditional pattern-matching techniques yield brute-force docume…

cs.DS2010★ 20 cited

Indexing Finite Language Representation of Population Genotypes

Jouni Sirén, Niko Välimäki, Veli Mäkinen

With the recent advances in DNA sequencing, it is now possible to have complete genomes of individuals sequenced and assembled. This rich and focused genotype information can be us…

cs.DS2010★ 37 cited

Sampled Longest Common Prefix Array

Jouni Sirén

When augmented with the longest common prefix (LCP) array and some other structures, the suffix array can solve many string processing problems in optimal time and space. A compres…