Concepedia

André G. C. Pacheco

AG

17

Publications

1.2K

Citations

15

H-Index

2013

Active since

Affiliations

Universidade Federal do Espírito Santo(Current)

Dalhousie University

André G. C. Pacheco is an author at Universidade Federal do Espírito Santo specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionDeep LearningImage AnalysisMedical Image ComputingDermatologyComputer VisionRadiology

Publications per year

2013–2021

17

Publications

17

An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification

André G. C. Pacheco, Renato A. Krohling · IEEE Journal of Biomedical and Health Informatics · 2021 · 223 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +21

The impact of patient clinical information on automated skin cancer detection

André G. C. Pacheco, Renato A. Krohling · Computers in Biology and Medicine · 2019 · 217 citations · Full text

A-TOPSIS – An Approach Based on TOPSIS for Ranking Evolutionary Algorithms

Renato A. Krohling, André G. C. Pacheco · Procedia Computer Science · 2015 · 202 citations · Full text

Artificial Intelligence, Ranking Algorithm, Ranking Evolutionary Algorithms +18

IF-TODIM: An intuitionistic fuzzy TODIM to multi-criteria decision making

Renato A. Krohling, André G. C. Pacheco, André L.T. Siviero · Knowledge-Based Systems · 2013 · 178 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Engineering +6

Time Series Prediction Using Restricted Boltzmann Machines and Backpropagation

Rafael Hrasko, André G. C. Pacheco, Renato A. Krohling · Procedia Computer Science · 2015 · 70 citations · Full text

Forecasting Methodology, Deep Neural Networks, Engineering +13

Rows per page

1–5 of 17