Lilian Berton - Publications, H-index & Citations

Lilian Berton

Universidade Federal de São Paulo

16H指数

104论文数

1.2K被引数

收录论文 16

发表时间

User Interface Design for AI-Based Medical Imaging: A Scoping Review 基于AI的医学成像的用户界面设计: 范围审查

Journal of Digital Imaging

IF3.8

2026-08-03

PREAI

Isabela Cristina Amaro Souza; Lilian Berton

Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives

ACM Transactions on Computing for Healthcare

IF0

2026-03-01

PREAI

Queiroz, Dilermando; Carlos, Anderson; Anjos, Andre; Berton, Lilian

Parallelizing Irregular DOACROSS Loops Using ChatGPT and Transactional Memory in OpenMP 使用ChatGPT和事务内存并行化OpenMP中不规则DOACROSS循环

OPENMP: BALANCING PRODUCTIVITY AND PERFORMANCE PORTABILITY, IWOMP 2025

IF0

2026-01-01

PREAI

Salamanca, Juan; Baldassin, Alexandro; Ayguade, Eduard; Berton, Lilian; Garcia, Islene Calciolari

APVAT: Attention Perturbation in Virtual Adversarial Training for Semi-supervised Learning APVAT：虚拟对抗训练中的注意力扰动用于半监督学习

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Duarte, Jose Marcio; Milios, Evangelos; Berton, Lilian

Unlocking the potential of news: A systematic review of advantages and challenges for event detection and analysis 解锁新闻的潜力：事件检测与分析优势与挑战的系统综述

Computer Science Review

IF12.7

2025-10-06

PREAI

Klaifer Garcia; Lilian Berton

Optimizing fairness and utility in healthcare machine learning models 优化医疗保健机器学习模型中的公平性与效用性

Applied Soft Computing

IF6.6

2025-06-28

PREAI

Maíra Blumer Fatoretto; Gökhan Özbulak; André Anjos; Lilian Berton

Attentive Bidirectional Long Short-Term Memory Model to Predict the Remaining Useful Life of Aircraft Engines 基于注意力机制的双向长短期记忆模型用于预测飞机发动机的剩余使用寿命

IEEE Access

IF3.6

2025-01-01

OAAI

Andréia Seixas Leal; Ravinesh C. Deo; Salvin S. Prasad; Luis Carlos De Castro Santos; Mumtaz Ali; Lilian Berton

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

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Santos, Matheus A. De Castro; Berton, Lilian

Link Prediction Based on Stochastic Information Diffusion

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-08-01

PREAI

Vega-Oliveros, Didier A.; Zhao, Liang; Rocha, Anderson; Berton, Lilian

A Temporal Event Graph Approach and Robustness Analysis for Air Transport Network

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2021-10-01

PREAI

Sano, Humberto Hayashi; Berton, Lilian

Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA

APPLIED SOFT COMPUTING

IF6.6

2021-03-01

173

OAAI

Garcia, Klaifer; Berton, Lilian

Identifying noisy labels with a transductive semi-supervised leave-one-out filter

PATTERN RECOGNITION LETTERS

IF3.3

2020-12-01

OAAI

de Aquino Afonso, Bruno Klaus; Berton, Lilian

Classifying El Ni&x00F1;o-Southern Oscillation Combining Network Science and Machine Learning

IEEE ACCESS

IF3.6

2020-01-01

OAAI

De Castro Santos, Matheus A.; Vega-Oliveros, Didier A.; Zhao, Liang; Berton, Lilian

A multi-centrality index for graph-based keyword extraction

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2019-11-01

PREAI

Vega-Olivero, Didier A.; Gomes, Pedro Spoljaric; Milios, Evangelos E.; Berton, Lilian

Evaluating link prediction by diffusion processes in dynamic networks

SCIENTIFIC REPORTS

IF3.9

2019-07-25

OAAI

Vega-Oliveros, Didier A.; Zhao, Liang; Berton, Lilian

RGCLI: Robust Graph that Considers Labeled Instances for Semi Supervised Learning

NEUROCOMPUTING

IF6.5

2017-02-01

PREAI

Berton, Lilian; Faleiros, Thiago de Paulo; Valejo, Alan; Valverde-Rebaza, Jorge; Lopes, Alneu de Andrade

研究方向