Márcia L. Baptista - Publications, H-index & Citations

Márcia L. Baptista

Universidade de Lisboa

15H指数

64论文数

1.1K被引数

收录论文 15

发表时间

Degradation Prediction of Proton-Exchange Membrane Fuel Cell Tested Under Static and Quasi-Dynamic Operating Conditions 静态和准动态运行条件下质子交换膜燃料电池的降解预测

Fuel Cells

IF3.1

2026-06-07

OAAI

Matthew Georgio Dekkers; Marcia L. Baptista; Helmut Prendinger

Transforming Chronic Disease Data into Actionable Knowledge: A Comprehensive Systematic Review for Data Science Models in Healthcare Knowledge Management 将慢性病数据转化为可操作知识：数据科学模型在医疗知识管理中的全面系统综述

EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST

IF0

2026-01-01

PREAI

Baptista, Marcia; Vasconcelos, Jose Braga; Rocha, Alvaro; Silva, Rita; Lemos Vieira Gouveia, Maria do Carmo; Vasconcelos, Tiago

Counterfactual explanations for remaining useful life estimation within a Bayesian framework 基于贝叶斯框架的剩余有用寿命估计的反事实解释

INFORMATION FUSION

IF15.5

2025-06-01

OAAI

Andringa, Jilles; Baptista, Marcia L.

Health index estimation through integration of general knowledge with unsupervised learning

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-11-01

OAAI

Bajarunas, Kristupas; Baptista, Marcia L.; Goebel, Kai; Chao, Manuel Arias

Revision and implementation of metrics to evaluate the performance of prognostics models

MEASUREMENT

IF5.6

2024-08-01

OAAI

Baptista, Marcia L.; Panse, Sahil; Santos, Bruno F.

Advancing aircraft engine RUL predictions: an interpretable integrated approach of feature engineering and aggregated feature importance 推进飞机发动机RUL预测: 一种可解释的特征工程和聚合特征重要性的集成方法

SCIENTIFIC REPORTS

IF3.9

2023-08-18

OAAI

Alomari, Yazan; Ando, Matyas; Baptista, Marcia L.

1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan

APPLIED SOFT COMPUTING

IF6.6

2022-12-01

OAAI

Baptista, Marcia L.; Henriques, Elsa M. P.

Relation between prognostics predictor evaluation metrics andlocal interpretability SHAP values 预测预测器评估指标与局部可解释性SHAP值之间的关系

artificial intelligence review

IF4.6

2022-05-01

107

OAAI

Baptista, Marcia L.; Goebel, Kai; Henriques, Elsa M. P.

A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes

NEUROCOMPUTING

IF6.5

2021-10-01

OAAI

Baptista, Marcia Lourenco; Henriques, Elsa M. P.; Goebel, Kai

Classification prognostics approaches in aviation

MEASUREMENT

IF5.6

2021-09-01

OAAI

Baptista, Marcia L.; Henriques, Elsa M. P.; Prendinger, Helmut

More effective prognostics with elbow point detection and deep learning

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-01-01

PREAI

Baptista, Marcia L.; Henriques, Elsa M. P.; Goebel, Kai

Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering 航空中的剩余使用寿命估算: 结合数据驱动和卡尔曼滤波

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2019-04-01

PREAI

Baptista, Marcia; Henriques, Elsa M. P.; de Medeiros, Ivo P.; Malere, Joao P.; Nascimento, Cairo L., Jr.; Prendinger, Helmut

The Impact of Perioperative Data Science in Hospital Knowledge Management

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2019-01-12

OAAI

Baptista, Marcia; Vasconcelos, Jose Braga; Rocha, Alvaro; Silva, Rita; Carvalho, Joao Vidal; Jardim, Helena Goncalves; Quintal, Antonio

Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2018-01-01

162

PREAI

Baptista, Marcia; Sankararaman, Shankar; de Medeiros, Ivo. P.; Nascimento, Cairo, Jr.; Prendinger, Helmut; Henriques, Elsa M. P.

Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages

COMPUTERS IN INDUSTRY

IF9.1

2017-04-01

PREAI

Baptista, Marcia; de Medeiros, Ivo P.; Malere, Joao P.; Nascimento, Cairo, Jr.; Prendinger, Helmut; Henriques, Elsa M. P.

研究方向