Tablet Application to Work on Routines, Sense of Humor and Understanding Feelings Through Different Games in People with ASD

Genetic regulatory networks represent the interactions present between genes and are a crucial step in understanding cellular physiology and complex pathological phenotypes. There are various methods to infer these networks from a set of genetic data. Among them, the MRNET method stands out, which is based on the mRMR feature selection algorithm. However, constructing genetic regulatory networks with MRNET is a computationally expensive process for large-scale datasets due to its cubic complexity concerning the number of genes. The objective of this work is to develop parallel versions of MRNET that can be executed on shared-memory parallel systems to accelerate its execution.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.17979/spudc.9788497498913.6
Primary Topic
Autism Spectrum Disorder Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Tablet Application to Work on Routines, Sense of Humor and Understanding Feelings Through Different Games in People with ASD

Adriana Dapena, Lucas Alonso de San Segundo
Autism Spectrum Disorder Research
article

Tablet Application to Work on Routines, Sense of Humor and Understanding Feelings Through Different Games in People with ASD

Adriana Dapena, Lucas Alonso de San Segundo
article en

Abstract

Genetic regulatory networks represent the interactions present between genes and are a crucial step in understanding cellular physiology and complex pathological phenotypes. There are various methods to infer these networks from a set of genetic data. Among them, the MRNET method stands out, which is based on the mRMR feature selection algorithm. However, constructing genetic regulatory networks with MRNET is a computationally expensive process for large-scale datasets due to its cubic complexity concerning the number of genes. The objective of this work is to develop parallel versions of MRNET that can be executed on shared-memory parallel systems to accelerate its execution.

Xunta de Galicia
Openalex Percentile: Top 73%
Autism Spectrum Disorder Research
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