Concepedia

Douglas O. Cardoso

DO

7

Publications

156

Citations

7

H-Index

2011

Active since

Affiliations

Universidade Federal do Rio de Janeiro(Current)

Universidade do Porto

Federal Center for Technological Education Celso Suckow da Fonseca

Douglas O. Cardoso is an author at Universidade Federal do Rio de Janeiro specializing in machine learning, engineering, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceData MiningRobot LearningPattern RecognitionDeep LearningMachine VisionStreaming Data

Publications per year

2011–2023

7

Publications

7

Weightless neural networks for open set recognition

Douglas O. Cardoso, João Gama, Felipe M. G. França · Machine Learning · 2017 · 44 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Financial credit analysis via a clustering weightless neural classifier

Douglas O. Cardoso, Danilo S. Carvalho, Daniel Alves et al. · Neurocomputing · 2016 · 32 citations

Classification Method, Engineering, Machine Learning +6

A bounded neural network for open set recognition

Douglas O. Cardoso, Felipe M. G. França, João Gama · 2015 · 30 citations · Full text

Closed-set Assumptions, Geometric Learning, Engineering +17

Online evaluation of the Kolmogorov–Smirnov test on arbitrarily large samples

Douglas O. Cardoso, Thalis D. Galeno · Journal of Computational Science · 2023 · 16 citations · Full text

WCDS: A Two-Phase Weightless Neural System for Data Stream Clustering

Douglas O. Cardoso, Felipe M. G. França, João Gama · New Generation Computing · 2017 · 13 citations · Full text

Cluster Computing, Engineering, Machine Learning +8

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