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followers: 18.0 following: 4.0 repos: 15.0 gists: 0.0

Name: Simon Orozco-Arias

Type: User

Company: Centre for research in agricultural Genomics (CRAG)

Bio: Bioinformatician, Interested in transposable element bioinformatics and Machine Learning in Genomics.

Twitter: SimonOrozcoA

Location: Barcelona, Spain

Simon Orozco-Arias's Projects

denovotesdmel icon denovotesdmel

Scripts for genome assembly and TE annotation in D. melanogaster genomes

g-saip icon g-saip

Graphical sequence alignment though High Performance Computing in the post-genomic era

inpactor icon inpactor

Inpactor: Integrated and Parallel Analyzer and Classifier of LTR Retrotransposons for Large Genomes

inpactor2 icon inpactor2

Inpactor2: LTR retrotransposon detector and classificator using Deep Learning

ml_dl_microarrays icon ml_dl_microarrays

Here, we describe the comparison of the most used algorithms in classical ML and DL to classify carcinogenic tumors described on 11_tumor data base, obtaining accuracies between 76.97% and 100% for tumor identification. Our results bring up a more efficient an accurate classification method based on gene expression (microarray data) and ML/DL algorithms, which facilitates the prediction of the tumor type from a multiple cancer types scenario

mlintes icon mlintes

Application of Machine Learning to Annotate Transposable Elements in Plants

paralleldotplot icon paralleldotplot

ParaGrAl: Parallel graphic alignment of sequences. Addressing the comparison of sequences in the post-genomic era by high perfomance computing.

senmap icon senmap

SENMAP: A Convolutional Neural Network Architecture for Curation of LTR-RT Libraries from Plant Genomes

te-aid icon te-aid

Annotation helper tool for the manual curation of transposable element consensus sequences

tip_finder icon tip_finder

TIP_finder: Transposable element Insertion Polymorphism Finder for huge genomic datasets

yoro icon yoro

Genomic Object Detection: An Improved Approach for TE Detection and Classification using CNN

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