Ricardo Cerri

Ricardo Cerri

Universidade Federal de São Carlos

H-index: 22

Latin America-Brazil

About Ricardo Cerri

Ricardo Cerri, With an exceptional h-index of 22 and a recent h-index of 17 (since 2020), a distinguished researcher at Universidade Federal de São Carlos, specializes in the field of Machine Learning, Bioinformatics, Multi-Output Learning, Data Science, Data Streams.

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

Transposable Elements and piRNAs interaction prediction with Predictive Bi-Clustering Trees

Classification of LTR Retrotransposons via Interaction Prediction

Automated CNN optimization using multi-objective grammatical evolution

Multi-Label Classification with Label Clusters

A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies

ARM-Stream: Active Recovery of Miscategorizations in Clustering-Based Data Stream Classifiers

A systematic literature review on AutoML for multi-target learning tasks

Semi-Supervised Hybrid Predictive Bi-Clustering Trees for Drug-Target Interaction Prediction

Ricardo Cerri Information

University

Position

Assistant Professor Department of Computer Science

Citations(all)

1636

Citations(since 2020)

1231

Cited By

870

hIndex(all)

22

hIndex(since 2020)

17

i10Index(all)

35

i10Index(since 2020)

27

Email

University Profile Page

Universidade Federal de São Carlos

Google Scholar

View Google Scholar Profile

Ricardo Cerri Skills & Research Interests

Machine Learning

Bioinformatics

Multi-Output Learning

Data Science

Data Streams

Top articles of Ricardo Cerri

Title

Journal

Author(s)

Publication Date

Transposable Elements and piRNAs interaction prediction with Predictive Bi-Clustering Trees

bioRxiv

Hiago Freire Oliveira

Renato Augusto Corrêa Dos Santos

Ricardo Cerri

2024

Classification of LTR Retrotransposons via Interaction Prediction

bioRxiv

Silvana CS Cardoso

Douglas S Domingues

Alexandre R Paschoal

Carlos N Fischer

Ricardo Cerri

2024

Automated CNN optimization using multi-objective grammatical evolution

Applied Soft Computing

Cleber ACF da Silva

Daniel Carneiro Rosa

Péricles BC Miranda

Tapas Si

Ricardo Cerri

...

2024/1/1

Multi-Label Classification with Label Clusters

Elaine Cecília Gatto

Mauri Ferrandin

Ricardo Cerri

2023/7/7

A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies

Applied Soft Computing

Thiago Z Miranda

Diorge B Sardinha

Ferrante Neri

Márcio P Basgalupp

Ricardo Cerri

2023/12/1

ARM-Stream: Active Recovery of Miscategorizations in Clustering-Based Data Stream Classifiers

Douglas Monteiro Cavalcanti

Ricardo Cerri

Elaine Ribeiro de Faria

2023/4/10

A systematic literature review on AutoML for multi-target learning tasks

Aline Marques Del Valle

Rafael Gomes Mantovani

Ricardo Cerri

2023/11

Semi-Supervised Hybrid Predictive Bi-Clustering Trees for Drug-Target Interaction Prediction

Andre Alves

Pedro Ilidio

Ricardo Cerri

2023/3/27

Multi-label classification via closed frequent labelsets and label taxonomies

Soft Computing

Mauri Ferrandin

Ricardo Cerri

2023/7

AutoMMLC: An Automated and Multi-objective Method for Multi-label Classification

Aline Marques Del Valle

Rafael Gomes Mantovani

Ricardo Cerri

2023/9/25

Genome analysis of Phrixothrix hirtus (Phengodidae) railroad worm shows the expansion of odorant-binding gene families and positive selection on morphogenesis and sex …

Gene

Danilo Trabuco Amaral

Yasuo Mitani

Isabel Aparecida Silva Bonatelli

Ricardo Cerri

Yoshihiro Ohmiya

...

2023/1/20

Constructive Machine Learning and Hierarchical Multi-label Classification for Molecules Design

Rodney Renato de Souza Silva

Ricardo Cerri

2023/9/25

Florestas bipartidas semi-supervisionadas para predição de interações

Livro de Resumos

Ricardo Cerri

Pedro Ilídio

André Hallwas Ribeiro Alves

Otávio Henrique Thiemann

2023

Novelty detection for multi-label stream classification under extreme verification latency

Applied Soft Computing

Joel D Costa Júnior

Elaine R Faria

Jonathan A Silva

João Gama

Ricardo Cerri

2023/7/1

Community Detection for Multi-label Classification

Elaine Cecília Gatto

Alan Demétrius Baria Valejo

Mauri Ferrandin

Ricardo Cerri

2023/9/25

A New Time Series Framework for Forest Fire Risk Forecasting and Classification

Bruna Zamith Santos

Balbina Maria Araujo Soriano

Marcelo Gonçalves Narciso

Diego Furtado Silva

Ricardo Cerri

2023/6/18

A multi-label classification approach via hierarchical multi-label classification

Mauri Ferrandin

Ricardo Cerri

2022/8/24

A two-step model for drug-target interaction prediction with predictive bi-clustering trees and XGBoost

André Hallwas Ribeiro Alves

Ricardo Cerri

2022/7/18

A new grammatical evolution method for generating deep convolutional neural networks with novel topologies

Thiago Zafalon Miranda

Diorge Brognara Sardinha

Márcio Porto Basgalupp

Ricardo Cerri

2022/7/9

Investigating deep feedforward neural networks for classification of transposon-derived piRNAs

Complex & Intelligent Systems

Alisson Hayasi da Costa

Renato Augusto Corrêa dos Santos

Ricardo Cerri

2022/2

See List of Professors in Ricardo Cerri University(Universidade Federal de São Carlos)

Co-Authors

H-index: 105
Yaochu Jin

Yaochu Jin

University of Surrey

H-index: 69
Freitas, Alex A.

Freitas, Alex A.

University of Kent

H-index: 38
Joaquin Vanschoren

Joaquin Vanschoren

Technische Universiteit Eindhoven

H-index: 33
Rodrigo Coelho Barros

Rodrigo Coelho Barros

Pontifícia Universidade Católica do Rio Grande do Sul

H-index: 32
Gisele L. Pappa

Gisele L. Pappa

Universidade Federal de Minas Gerais

H-index: 24
Claudia Carareto

Claudia Carareto

Universidade Estadual Paulista

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