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  1. Pubblicazioni

High-Performance Haplotype Assembly

Contributo in Atti di convegno
Data di Pubblicazione:
2015
Abstract:
The problem of Haplotype Assembly is an essential step in human genome analysis. It is typically formalised as the Minimum Error Correction (MEC) problem which is NP-hard. MEC has been approached using heuristics, integer linear programming, and fixed-parameter tractability (FPT), including approaches whose runtime is exponential in the length of the DNA fragments obtained by the sequencing process. Technological improvements are currently increasing fragment length, which drastically elevates computational costs for such methods. We present pWhatsHap, a multi-core parallelisation of WhatsHap, a recent FPT optimal approach to MEC. WhatsHap moves complexity from fragment length to fragment overlap and is hence of particular interest when considering sequencing technology's current trends. pWhatsHap further improves the efficiency in solving the MEC problem, as shown by experiments performed on datasets with high coverage.
Tipologia CRIS:
04A-Conference paper in volume
Elenco autori:
Marco Aldinucci; Andrea Bracciali; Tobias Marschall; Murray Patterson; Nadia Pisanti; Massimo Torquati
Autori di Ateneo:
ALDINUCCI Marco
BRACCIALI Andrea
Link alla scheda completa:
https://iris.unito.it/handle/2318/1523292
Link al Full Text:
https://iris.unito.it/retrieve/handle/2318/1523292/46714/2014_pHaplo_cibb.pdf
Titolo del libro:
LNBI post conference proceedings of the Eleventh International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics CIBB 2014
Pubblicato in:
LECTURE NOTES IN COMPUTER SCIENCE
Journal
LECTURE NOTES IN COMPUTER SCIENCE
Series
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