12 citations · 12 across the 5 of their papers we have counts for
3 papers · 1 filter
A Distributed Approach for Persistent Homology Computation on a Large Scale
Riccardo Ceccaroni, Lorenzo Di Rocco, Umberto Ferraro Petrillo +1
Persistent homology (PH) is a powerful mathematical method to automatically extract relevant insights from images, such as those obtained by high-resolution imaging devices like el…
FASTA/Q Data Compressors for MapReduce-Hadoop Genomics:Space and Time Savings Made Easy -- Version 1
Umberto Ferraro Petrillo, Francesco Palini, Giuseppe Cattaneo +1
Motivation: Storage of genomic data is a major cost for the Life Sciences, effectively addressed mostly via specialized data compression methods. For the same reasons of abundance…
Alignment-free Genomic Analysis via a Big Data Spark Platform
Umberto Ferraro Petrillo, Francesco Palini, Giuseppe Cattaneo +1
Motivation: Alignment-free distance and similarity functions (AF functions, for short) are a well established alternative to two and multiple sequence alignments for many genomic,…