Get started
Author

André G. C. Pacheco

Observed names: Andre G. C. Pacheco, Andre G. Cardoso Pacheco, Andre G.C. Pacheco, Andre GC Pacheco, Andre Pacheco, André G.C. Pacheco, André Georghton Cardoso Pacheco, Pacheco, Andre G. C.
ORCID: 0000-0003-0117-9308
Observed ORCID: 0000-0003-0117-9308
OpenAlex ID: A5018377604
PAD-UFES-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones
2020 · Andre G.C. Pacheco, Gustavo R. Lima, et al. · Data in Brief · 437
PDF
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification
2021 · Andre G. C. Pacheco, Renato A. Krohling · IEEE Journal of Biomedical and Health Informatics · 274
The impact of patient clinical information on automated skin cancer detection
2019 · Andre G.C. Pacheco, Renato A. Krohling · Computers in Biology and Medicine · 273
PDF
A-TOPSIS – An Approach Based on TOPSIS for Ranking Evolutionary Algorithms
2015 · Renato A. Krohling, André G.C. Pacheco · Procedia Computer Science · 231
PDF
IF-TODIM: An intuitionistic fuzzy TODIM to multi-criteria decision making
2013 · Renato A. Krohling, André G.C. Pacheco, et al. · Knowledge-Based Systems · 184
TODIM and TOPSIS with Z-numbers
2019 · Renato A. Krohling, André G. C. Pacheco, et al. · Frontiers of Information Technology & Electronic Engineering · 80
PDF
Time Series Prediction Using Restricted Boltzmann Machines and Backpropagation
2015 · Rafael Hrasko, André G.C. Pacheco, et al. · Procedia Computer Science · 71
PDF
Skin cancer detection based on deep learning and entropy to detect outlier samples
2019 · Pacheco, Andre G. C., Ali, Abder-Rahman, et al. · arXiv (Cornell University) · 65
PDF
Recent advances in deep learning applied to skin cancer detection
2019 · Pacheco, Andre G. C., Krohling, Renato A. · arXiv (Cornell University) · 55
PDF
On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer Classifiers
2020 · Andre G. C. Pacheco, Chandramouli S. Sastry, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 45
Interval-valued Intuitionistic Fuzzy TODIM
2014 · Renato A. Krohling, André G.C. Pacheco · Procedia Computer Science · 41
PDF
Restricted Boltzmann machine to determine the input weights for extreme learning machines
2017 · Andre G.C. Pacheco, Renato A. Krohling, et al. · Expert Systems with Applications · 40
PDF
Aggregation of neural classifiers using Choquet integral with respect to a fuzzy measure
2018 · Andre G.C. Pacheco, Renato A. Krohling · Neurocomputing · 32
A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information
2021 · Krohling, Breno, Castro, Pedro B. C., et al. · arXiv (Cornell University) · 30
PDF
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
2025 · Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 28
PDF
An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithms
2020 · Pedro B. C. Castro, Breno Krohling, et al. · International Joint Conference on Neural Networks (IJCNN) · 23
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification
2020 · Andre G. C. Pacheco, Thomas Trappenberg, et al. · International Joint Conference on Neural Networks (IJCNN) · 23
Skin lesion segmentation using deep learning for images acquired from smartphones
2019 · Gabriel G. De Angelo, Andre G. C. Pacheco, et al. · International Joint Conference on Neural Networks (IJCNN) · 20
Ranking of Classification Algorithms in Terms of Mean–Standard Deviation Using A-TOPSIS
2018 · André G. C. Pacheco, Renato A. Krohling · Annals of Data Science · 18
PDF
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection
2024 · Luis A. Souza, André G. C. Pacheco, et al. · SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) · 13
MetaBlock-SE: A Method to Deal With Missing Metadata in Multimodal Skin Cancer Classification
2025 · Pedro H. G. Bouzon, Wyctor F. da Rocha, et al. · IEEE Journal of Biomedical and Health Informatics · 9
Classificação de espécies de peixe utilizando redes neurais convolucional
2019 · Pacheco, Andre G. C. · arXiv (Cornell University) · 5
PDF
Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises
2023 · Andre G. C. Pacheco, Frank A. C. Cabello, et al. · IEEE Journal of Biomedical and Health Informatics · 4
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett’s esophagus
2024 · Luis A. Souza, André G. C. Pacheco, et al. · Neural Computing and Applications · 3
Towards Low-Power Heart Rate Estimation Based on User’s Demographics and Activity Level For Wearables
2023 · Andre G. C. Pacheco, Frank A. C. Cabello, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
Works count: 40
Citation count: 2,019
H-index: 18
I10-index: 20
Year
Topic
Type