Ana Carolina Lorena - Publications, H-index & Citations

Ana Carolina Lorena

instituto tecnológico de aeronáutica

31H指数

233论文数

3.3K被引数

收录论文 37

发表时间

pycol-vis: A Python package for image complexity assessment pycol-vis: 一个用于图像复杂度评估的Python软件包

Neurocomputing

IF6.5

2026-06-02

OAAI

Diogo Apóstolo; Miriam Seoane Santos; Ana Carolina Lorena; Nathalie Japkowicz; Pedro Henriques Abreu

Filtering Instances and Rejecting Predictions to Obtain Reliable Models in Healthcare 过滤实例并拒绝预测以获得可靠的医疗保健模型

Machine Learning

IF2.9

2026-01-06

PREAI

Maria Gabriela Valeriano; David Kohan Marzagão; Alfredo Montelongo; Carlos Roberto Veiga Kiffer; Natan Katz; Ana Carolina Lorena

Data Complexity and Instance Hardness Measures in Transferability Evaluation 数据复杂度和实例难度度量在可迁移性评估中的应用

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Rangel, Derick W. B.; Exposito De Queiroz, Alfredo A. A.; Lorena, Ana C.

Classification with Reject Option: Building Meta-models to Predict Classification Error 具有拒绝选项的分类：构建元模型以预测分类误差

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Ueda, Patricia S. M.; Valeriano, Maria Gabriela; Mangussi, Arthur D.; Prudencio, Ricardo B. C.; Lorena, Ana C.

Faster and accurate multi-objective optimization of isogrid structures with artificial intelligence 人工智能快速准确的等网格结构多目标优化

Mechanics of Advanced Materials and Structures

IF0

2025-11-16

PREAI

João Luiz Junho Pereira; Matheus Brendon Francisco; Elionai Levi Barbedo; Ana Carolina Lorena

Novel applications of item response theory for analysing data set complexity and benchmark selection 项目反应理论在数据集复杂性分析和基准选择中的新型应用

Machine Learning

IF2.9

2025-08-29

PREAI

João Luiz Junho Pereira; Alfredo Antonio Alencar Exposito de Queiroz; Telmo de Menezes e Silva Filho; Ana Carolina Lorena; Rafael Gomes Mantovani; Gisele Lobo Pappa; Ricardo Bastos Cavalcante Prudêncio

Studying the robustness of data imputation methodologies against adversarial attacks 研究数据插补方法对抗攻击的鲁棒性

Computers & Security

IF5.4

2025-06-30

PREAI

Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Ana Carolina Lorena; Miriam Seoane Santos; Pedro Henriques Abreu

Pycol: A Python package for dataset complexity measures Pycol: 一个用于数据集复杂度度量的Python软件包

NEUROCOMPUTING

IF6.5

2025-05-24

OAAI

Apostolo, Diogo; Santos, Miriam Seoane; Lorena, Ana Carolina; Abreu, Pedro Henriques

mdatagen: A python library for the artificial generation of missing data

NEUROCOMPUTING

IF6.5

2025-04-01

PREAI

Mangussi, Arthur Dantas; Santos, Miriam Seoane; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques

A Label Propagation Approach for Missing Data Imputation

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam; Henriques Abreu, Pedro; Carolina Lorena, Ana

Trusting My Predictions: On the Value of Instance-Level Analysis

ACM COMPUTING SURVEYS

IF28

2024-04-09

PREAI

Lorena, Ana C.; Paiva, Pedro Y. A.; Prudencio, Ricardo B. C.

A joint learning approach for genomic prediction in polyploid grasses

SCIENTIFIC REPORTS

IF3.9

2022-07-21

OAAI

Aono, Alexandre Hild; Ulbricht Ferreira, Rebecca Caroline; Lima Moraes, Aline da Costa; de Castro Lara, Leticia Aparecida; Gonzaga Pimenta, Ricardo Jose; Costa, Estela Araujo; Pinto, Luciana Rossini; de Andrade Landell, Marcos Guimaraes; Santos, Mateus Figueiredo; Jank, Liana; Lima Barrios, Sanzio Carvalho; do Valle, Cacilda Borges; Chiari, Lucimara; Franco Garcia, Antonio Augusto; Kuroshu, Reginaldo Massanobu; Lorena, Ana Carolina; Gorjanc, Gregor; de Souza, Anete Pereira

Relating instance hardness to classification performance in a dataset: a visual approach

MACHINE LEARNING

IF2.9

2022-06-22

OAAI

Paiva, Pedro Yuri Arbs; Moreno, Camila Castro; Smith-Miles, Kate; Valeriano, Maria Gabriela; Lorena, Ana Carolina

Community-based anomaly detection using spectral graph filtering

APPLIED SOFT COMPUTING

IF6.6

2022-03-01

OAAI

Francisquini, Rodrigo; Lorena, Ana Carolina; Nascimento, Maria C., V