Concepedia

Nelson F. F. Ebecken

NF

72

Publications

2.2K

Citations

26

H-Index

1970

Active since

Affiliations

Universidade Federal do Rio de Janeiro(Current)

Hospital Universitário da Universidade de São Paulo

Universidade Federal de São Carlos

Petrobras (Brazil)

Universidade de Brasília

Nelson F. F. Ebecken is an author at Universidade Federal do Rio de Janeiro specializing in engineering, data mining, and data science.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryComputer ScienceMachine LearningPattern RecognitionEarth ScienceSystems EngineeringCivil Engineering

Publications per year

1970–2023

72

Publications

72

A genetic algorithm for cluster analysis

Eduardo R. Hruschka, Nelson F. F. Ebecken · Intelligent Data Analysis · 2003 · 129 citations

Cluster Computing, Engineering, Genetics +17

A KNN Undersampling Approach for Data Balancing

Marcelo Beckmann, Nelson F. F. Ebecken, Beatriz Souza Leite Pires de Lima · Journal of Intelligent Learning Systems and Applications · 2015 · 129 citations · Full text

Load Balancing (Computing), Engineering, Machine Learning +21

On extending F-measure and G-mean metrics to multi-class problems

Rogério Pinto Espíndola, Nelson F. F. Ebecken · WIT transactions on information and communication technologies · 2005 · 115 citations · Full text

Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble

Jeferson Lobato Fernandes, Nelson F. F. Ebecken, Júlio César · International Journal of Remote Sensing · 2017 · 111 citations

Forecasting Methodology, Precision Agriculture, Environmental Monitoring +20

Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach

Eduardo R. Hruschka, Nelson F. F. Ebecken · Neurocomputing · 2006 · 86 citations

Classification Method, Engineering, Machine Learning +12

Rows per page

1–5 of 72