Concepedia

Juan G. Colonna

JG

Statistics

Publications

15

Citations

387

H-Index

12

Active since

2012

Affiliations

Universidade Federal do Amazonas(Current)

Texas A&M University

Universidade Federal de Alagoas

Applied Science University

Juan G. Colonna is an author at Universidade Federal do Amazonas specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer SciencePattern RecognitionSignal ProcessingSpeech ProcessingSpeech RecognitionMachine LearningAcoustic Signal ProcessingData Mining

Publications per year

2012–2024

15

Publications

15

An incremental technique for real-time bioacoustic signal segmentation

Juan G. Colonna, Marco Cristo, Mário Salvatierra et al. · Expert Systems with Applications · 2015 · 59 citations

Engineering, Biosignal Processing, Acoustic Signal Processing +7

Deep hashing for multi-label image retrieval: a survey

Josiane Rodrigues, Marco Cristo, Juan G. Colonna · Artificial Intelligence Review · 2020 · 47 citations

Machine Vision, Information Retrieval, Image Analysis +9

Automatic Classification of Anuran Sounds Using Convolutional Neural Networks

Juan G. Colonna, Tanel Peet, Carlos Abreu Ferreira et al. · 2016 · 44 citations · Full text

Music, Convolutional Neural Network, Engineering +21

How Validation Methodology Influences Human Activity Recognition Mobile Systems

Hendrio Bragança, Juan G. Colonna, Horácio A.B.F. Oliveira et al. · Sensors · 2022 · 40 citations · Full text

Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy

Everton Lima Aleixo, Juan G. Colonna, Marco Cristo et al. · Journal of the Brazilian Computer Society · 2024 · 32 citations · Full text

Artificial Intelligence, Incremental Learning, Cognitive Science +15

Rows per page

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