Lilian Berton

Lilian Berton

Universidade de São Paulo

H-index: 16

Latin America-Brazil

About Lilian Berton

Lilian Berton, With an exceptional h-index of 16 and a recent h-index of 13 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of machine learning, complex network, graph-based methods, NLP.

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

Breaking news: Unveiling a new dataset for Portuguese news classification and comparative analysis of approaches

Analysis of Twitter users' sentiments about the first round 2022 presidential election in Brazil

Position Estimation of Unmanned Aerial Vehicles in Contested Environments using Dense Matching Networks

A review of semi-supervised learning for text classification

Project-Based Learning in the Development of a Job-Matching Website for Women in STEM

Analysis of active semi-supervised learning

A systematic review for class-imbalance in semi-supervised learning

Graph-based semi-supervised classification for similar wildfire dynamics

Lilian Berton Information

University

Position

___

Citations(all)

953

Citations(since 2020)

823

Cited By

298

hIndex(all)

16

hIndex(since 2020)

13

i10Index(all)

23

i10Index(since 2020)

20

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Lilian Berton Skills & Research Interests

machine learning

complex network

graph-based methods

NLP

Top articles of Lilian Berton

Title

Journal

Author(s)

Publication Date

Breaking news: Unveiling a new dataset for Portuguese news classification and comparative analysis of approaches

Plos one

Klaifer Garcia

Pedro Shiguihara

Lilian Berton

2024/1/26

Analysis of Twitter users' sentiments about the first round 2022 presidential election in Brazil

Daiana Kathrin Santana Santos

Lilian Berton

2023/9/25

Position Estimation of Unmanned Aerial Vehicles in Contested Environments using Dense Matching Networks

Bruno Klaus de Aquino Afonso

Willian Dihanster Gomes de Oliveira

Jéssica Domingues Lamosa

Lilian Berton

2023/9/25

A review of semi-supervised learning for text classification

José Marcio Duarte

Lilian Berton

2023/9

Project-Based Learning in the Development of a Job-Matching Website for Women in STEM

Amanda Ribeiro Fontes

Henrique Mohallem Paiva

Lilian Berton

2023/11/28

Analysis of active semi-supervised learning

Lilian Berton

Felipe Mitsuishi

Didier Vega Oliveros

2023/3/27

A systematic review for class-imbalance in semi-supervised learning

Willian Dihanster Gomes de Oliveira

Lilian Berton

2023/11

Graph-based semi-supervised classification for similar wildfire dynamics

Lilian Berton

Pedro Oliveira

Didier Vega Oliveros

2023/3/27

An Enhanced Framework for Overcoming Pitfalls and Enabling Model Interpretation in Pneumonia and Covid-19 Classification

IEEE Access

Matheus A De Castro Santos

Lilian Berton

2023/10/18

QTRouteNet: Improved GNN Generalization to Larger 5G Networks by Fine-Tuning Predictions from Queuing Theory

arXiv e-prints

Bruno Klaus de Aquino Afonso

Lilian Berton

2022/7

Learning methods for remaining useful life prediction in a turbofan engine

Andréia Seixas Leal

Lilian Berton

Luis Carlos de Castro Santos

2022/11/28

Application of Deep Learning Models for Aircraft Maintenance

Humberto Hayashi Sano

Lilian Berton

2022/11/28

Exploring Deep Neural Networks and Decision Tree for Spanish Text Classification

Pedro Shiguihara

Lilian Berton

2022/8/11

Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths

Engineering Applications of Artificial Intelligence

Rodney Rick

Lilian Berton

2022/8/1

QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theory

arXiv preprint arXiv:2207.06336

Bruno Klaus de Aquino Afonso

Lilian Berton

2022/7/13

Link prediction based on stochastic information diffusion

IEEE Transactions on Neural Networks and Learning Systems

Didier A Vega-Oliveros

Liang Zhao

Anderson Rocha

Lilian Berton

2021/2/4

Applying machine learning to assist the diagnosis of COVID-19 from blood and urine exams

Jessica Almeida dos Santos

Lilian Berton

2021/11/29

Aplicação de healthbots em língua portuguesa: revisão narrativa

Camille Prado

Antonio Valerio Netto

Lilian Berton

André Kazuo Takahara

2021/12/20

Optimizing diffusion rate and label reliability in a graph-based semi-supervised classifier

Bruno Klaus de Aquino Afonso

Lilian Berton

2021/11/28

Ciência de Dados e a Inteligência Artificial na Área da Saúde

Antonio Valerio Netto

Lilian Berton

Andre Kazuo Takahata

2021/12/20

See List of Professors in Lilian Berton University(Universidade de São Paulo)

Co-Authors

H-index: 54
Evangelos Milios

Evangelos Milios

Dalhousie University

H-index: 43
Liang Zhao

Liang Zhao

Universidade de São Paulo

H-index: 37
Francisco A. Rodrigues

Francisco A. Rodrigues

Universidade de São Paulo

H-index: 35
Odemir Martinez Bruno

Odemir Martinez Bruno

Universidade de São Paulo

H-index: 32
Maria Cristina Ferreira de Oliveira

Maria Cristina Ferreira de Oliveira

Universidade de São Paulo

H-index: 23
Alneu de Andrade Lopes

Alneu de Andrade Lopes

Universidade de São Paulo

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