Fannia Pacheco - Publications, H-index & Citations

Fannia Pacheco

universidad politecnica salesiana

14H指数

32论文数

1.7K被引数

收录论文 9

发表时间

Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis 基于深度集成的分类器在旋转机械故障诊断中的迁移学习

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Pacheco, Fannia; Drimus, Alin; Duggen, Lars; Cerrada, Mariela; Cabrera, Diego; Sanchez, Rene-Vinicio

Towards the Deployment of Machine Learning Solutions in Network Traffic Classification: A Systematic Survey 在网络流量分类中部署机器学习解决方案: 系统调查

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS

IF46.7

2019-01-01

222

OAAI

Pacheco, Fannia; Exposito, Ernesto; Gineste, Mathieu; Baudoin, Cedric; Aguilar, Jose

A fuzzy transition based approach for fault severity prediction in helical gearboxes

FUZZY SETS AND SYSTEMS

IF2.7

2018-04-01

PREAI

Cerrada, Mariela; Li, Chuan; Sanchez, Rene-Vinicio; Pacheco, Fannia; Cabrera, Diego; de Oliveira, Jose Valente

A review on data-driven fault severity assessment in rolling bearings 基于数据驱动的滚动轴承故障严重程度评估方法综述

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2018-01-01

523

PREAI

Cerrada, Mariela; Sanchez, Rene-Vinicio; Li, Chuan; Pacheco, Fannia; Cabrera, Diego; de Oliveira, Jose Valente; Vasquez, Rafael E.

Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation

APPLIED SOFT COMPUTING

IF6.6

2017-09-01

OAAI

Cabrera, Diego; Sancho, Fernando; Li, Chuan; Cerrada, Mariela; Sanchez, Rene-Vinicio; Pacheco, Fannia; de Oliveira, Jose Valente

A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification

KNOWLEDGE-BASED SYSTEMS

IF7.6

2017-08-01

PREAI

Li, Chuan; Ledo, Luiz; Delgado, Myriam; Cerrada, Mariela; Pacheco, Fannia; Cabrera, Diego; Sanchez, Rene-Vinicio; de Oliveiraae, Jose Valente

Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2017-04-01

PREAI

Pacheco, Fannia; Cerrada, Mariela; Sanchez, Rene-Vinicio; Cabrera, Diego; Li, Chuan; de Oliveira, Jose Valente

A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions

NEUROCOMPUTING

IF6.5

2016-06-01

PREAI

Pacheco, Fannia; Valente de Oliveira, Jose; Sanchez, Rene-Vinicio; Cerrada, Mariela; Cabrera, Diego; Li, Chuan; Zurita, Grover; Artes, Mariano

Hierarchical feature selection based on relative dependency for gear fault diagnosis

APPLIED INTELLIGENCE

IF3.5

2015-11-07

PREAI

Cerrada, Mariela; Sanchez, Rene-Vinicio; Pacheco, Fannia; Cabrera, Diego; Zurita, Grover; Li, Chuan

研究方向