Author

Alisson Gaspar Chiquitto

Universidade Tecnológica Federal do ParanáORCID 0000-0002-8534-0674Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Assay:long-read sequencing· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandre Rossi PaschoaliD· 2 shared Liliane Santana OliveiraiD· 2 shared Douglas Silva DominguesiD· 1 shared Lucas Otávio L. SilvaiD· 1 shared Mark BashamiD· 1 shared Pedro H. BugattiiD· 1 shared Priscila T. M. SaitoiD· 1 shared Roberto Tadeu RaittziD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 20 mutual co-author links

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2 shared papersBioinformatics

Alexandre Rossi PaschoalORCID

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2 papers

Recent·Most cited

Generative Approaches for Nucleotide Sequences to Enhance Non-coding RNA Classification

Alisson Gaspar Chiquitto, Liliane Santana Oliveira, Pedro H. Bugatti, Priscila T. M. Saito, Mark Basham, Roberto Tadeu Raittz, Alexandre Rossi Paschoal

This study introduces GENNUS, a generative approach using GANs and SMOTE to improve ncRNA classification by addressing class imbalance through synthetic data generation.

NAR Genomics and Bioinformatics · Mar 29, 2025Peer-reviewedBioinformatics

Impact of sequencing technologies on long non-coding RNA computational identification

Alisson Gaspar Chiquitto, Lucas Otávio L. Silva, Liliane Santana Oliveira, Douglas Silva Domingues, Alexandre Rossi Paschoal

This study evaluates the performance of lncRNA prediction tools on long-read sequencing data and identifies challenges in their application.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · Dec 6, 2022Peer-reviewedBioinformatics