Danilo Sipoli Sanches

Danilo Sipoli Sanches

Universidade Tecnológica Federal do Paraná

H-index: 16

Latin America-Brazil

About Danilo Sipoli Sanches

Danilo Sipoli Sanches, With an exceptional h-index of 16 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidade Tecnológica Federal do Paraná, specializes in the field of Evolutionary Computation, Machine Learning, Bioinformatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Three-phase induction motor fault identification using optimization algorithms and intelligent systems

BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification

biomapp::chip: large-scale motif analysis

MuDoGeR: Multi‐Domain Genome recovery from metagenomes made easy

biomapp:: chip: Large-Scale Motif Analysis

Binary differential evolution applied to the optimization of the voltage stability margin through the selection of corrective control sets

Simulation of 69 microbial communities indicates sequencing depth and false positives are major drivers of bias in Prokaryotic metagenome-assembled genome recovery

Discovering motifs and genomic patterns with SMT: a high-performance data structure for counting kmers

Danilo Sipoli Sanches Information

University

Position

Associate Professor of Computer Science (UTFPR)

Citations(all)

678

Citations(since 2020)

442

Cited By

388

hIndex(all)

16

hIndex(since 2020)

12

i10Index(all)

22

i10Index(since 2020)

16

Email

University Profile Page

Universidade Tecnológica Federal do Paraná

Google Scholar

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Danilo Sipoli Sanches Skills & Research Interests

Evolutionary Computation

Machine Learning

Bioinformatics

Top articles of Danilo Sipoli Sanches

Title

Journal

Author(s)

Publication Date

Three-phase induction motor fault identification using optimization algorithms and intelligent systems

Soft Computing

Jacqueline Jordan Guedes

Alessandro Goedtel

Marcelo Favoretto Castoldi

Danilo Sipoli Sanches

Paulo José Amaral Serni

...

2024/1/4

BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification

RNA biology

Anderson P Avila Santos

Breno LS de Almeida

Robson P Bonidia

Peter F Stadler

Polonca Stefanic

...

2024/12/31

biomapp::chip: large-scale motif analysis

BMC bioinformatics

Jader M Caldonazzo Garbelini

Danilo S Sanches

Aurora T Ramirez Pozo

2024/3/26

MuDoGeR: Multi‐Domain Genome recovery from metagenomes made easy

Molecular Ecology Resources

Ulisses Rocha

Jonas Coelho Kasmanas

René Kallies

Joao Pedro Saraiva

Rodolfo Brizola Toscan

...

2024/2

biomapp:: chip: Large-Scale Motif Analysis

Caldonazzo Garbelini JM

DS Sanches

Ramirez Pozo AT

2023/11/7

Binary differential evolution applied to the optimization of the voltage stability margin through the selection of corrective control sets

Soft Computing

Rafael Martini Silva

Marcelo Favoretto Castoldi

Alessandro Goedtel

Danilo Sipoli Sanches

Rodrigo Andrade Ramos

2023/8/16

Simulation of 69 microbial communities indicates sequencing depth and false positives are major drivers of bias in Prokaryotic metagenome-assembled genome recovery

bioRxiv

Ulisses Nunes da Rocha

Jonas Coelho Kasmanas

Rodolfo Toscan

Danilo S Sanches

Stefania Magnusdottir

...

2023

Discovering motifs and genomic patterns with SMT: a high-performance data structure for counting kmers

bioRxiv

Jader M Caldonazzo Garbelini

Danilo Sipoli Sanches

Aurora Trinidad Ramirez Pozo

2023/4/2

Towards a Better Understanding of Heuristic Approaches Applied to the Biological Motif Discovery

Jader M Caldonazzo Garbelini

Danilo Sipoli Sanches

Aurora Trinidad Ramirez Pozo

2022/11/19

Expectation Maximization based algorithm applied to DNA sequence motif finder

Jader M Caldonazzo Garbelini

Danilo Sipoli Sanches

Aurora Trinidad Ramirez Pozo

2022/7/18

BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria

Briefings in bioinformatics

Robson P Bonidia

Anderson P Avila Santos

Breno LS de Almeida

Peter F Stadler

Ulisses N da Rocha

...

2022/7/18

Genome Mining Reveals High Biosynthetic Potential of Biocontrol Agent Bacillus velezensis B.BV10

Genes

Rosiana Bertê

Gustavo Manoel Teixeira

João Paulo de Oliveira

Maria Luiza Abreu Nicoletto

Daniel Vieira da Silva

...

2022/10/30

Antifungal activity and genomic characterization of the biocontrol agent Bacillus velezensis CMRP 4489

Scientific Reports

Julia Pezarini Baptista

Gustavo Manoel Teixeira

Maria Luiza Abreu de Jesus

Rosiana Bertê

Allan Higashi

...

2022/10/18

MarineMetagenomeDB: a public repository for curated and standardized metadata for marine metagenomes

Environmental Microbiome

Muhammad Kabiru Nata’ala

Anderson P Avila Santos

Jonas Coelho Kasmanas

Alexander Bartholomäus

João Pedro Saraiva

...

2022/11/18

Information theory for biological sequence classification: a novel feature extraction technique based on Tsallis entropy

Entropy

Robson P Bonidia

Anderson P Avila Santos

Breno LS de Almeida

Peter F Stadler

Ulisses Nunes da Rocha

...

2022/10/1

Draft genome sequence of Brevibacillus brevis LABIM17, a biotechnologically important antimicrobial-producing bacterium

Microbiology Resource Announcements

Larissa de Medeiros Chagas

Gustavo Manoel Teixeira

Mirela Mosela

João Paulo de Oliveira

Maria Luiza Abreu Nicoletto

...

2022/3/17

Assessing Batch and Online Learning for Delivery in Full and On Time Predictions

Adriano Alves de Lima

Márcie Venâncio Batista

Jean Paul Barddal

Danilo Sipoli Sanches

Luiz Eduardo Soares de Oliveira

2022/7/18

MathFeature: feature extraction package for DNA, RNA and protein sequences based on mathematical descriptors

Briefings in bioinformatics

Robson P Bonidia

Douglas S Domingues

Danilo S Sanches

André CPLF de Carvalho

2022/1

Computational analysis of transposable elements and circRNAs in plants

Plant circular RNAs: methods and protocols

Liliane Santana Oliveira

Andressa Caroline Patera

Douglas Silva Domingues

Danilo Sipoli Sanches

Fabricio Martins Lopes

...

2021

A Graph-Based Crossover and Soft-Repair Operators for the Steiner Tree Problem

Giliard Almeida de Godoi

Renato Tinós

Danilo Sipoli Sanches

2021/11/28

See List of Professors in Danilo Sipoli Sanches University(Universidade Tecnológica Federal do Paraná)

Co-Authors

H-index: 115
Peter F Stadler

Peter F Stadler

Universität Leipzig

H-index: 72
L. Darrell Whitley

L. Darrell Whitley

Colorado State University

H-index: 67
André Carlos Ponce de Leon Ferreira de Carvalho

André Carlos Ponce de Leon Ferreira de Carvalho

Universidade de São Paulo

H-index: 24
Renato Tinós

Renato Tinós

Universidade de São Paulo

H-index: 23
João Bosco Augusto London Junior

João Bosco Augusto London Junior

Universidade de São Paulo

H-index: 8
Robson Parmezan Bonidia

Robson Parmezan Bonidia

Universidade de São Paulo

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