Marley Vellasco

About Marley Vellasco

Marley Vellasco, With an exceptional h-index of 33 and a recent h-index of 19 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Rio de Janeiro, specializes in the field of Computational Intelligence, Machine Learning, Neural Networks, Fuzzy Logic, Evolutionary Computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Human Activity Recognition (HAR) in Healthcare

A Neuroevolutionary Approach for System Identification

Gaussian-Based Approach for Out-of-Distribution Detection in Deep Learning

Conference Calendar [Conference Calendar]

Automatic generation of fuzzy inference systems for multivariate time series forecasting

A Feature-Driven Approach to Identifying Unseen Pathologies in Skin Lesion Classification

A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming

A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy Systems

Marley Vellasco Information

University

Position

___

Citations(all)

5327

Citations(since 2020)

1864

Cited By

4184

hIndex(all)

33

hIndex(since 2020)

19

i10Index(all)

134

i10Index(since 2020)

53

Email

University Profile Page

Pontifícia Universidade Católica do Rio de Janeiro

Google Scholar

View Google Scholar Profile

Marley Vellasco Skills & Research Interests

Computational Intelligence

Machine Learning

Neural Networks

Fuzzy Logic

Evolutionary Computation

Top articles of Marley Vellasco

Title

Journal

Author(s)

Publication Date

Human Activity Recognition (HAR) in Healthcare

Luigi Bibbò

Marley MBR Vellasco

2024/3/11

A Neuroevolutionary Approach for System Identification

Journal of Control, Automation and Electrical Systems

Thiago Carvalho

Paulo Paiva

Marley Vellasco

José Franco Amaral

Pedro Henrique Coelho

2024/2

Gaussian-Based Approach for Out-of-Distribution Detection in Deep Learning

Thiago Carvalho

Marley Vellasco

José Franco Amaral

2023/6/7

Conference Calendar [Conference Calendar]

IEEE Computational Intelligence Magazine

Marley Vellasco

Liyan Song

2023/7/19

Automatic generation of fuzzy inference systems for multivariate time series forecasting

Fuzzy Sets and Systems

Thiago Carvalho

Marley Vellasco

José Franco Amaral

2023/10/30

A Feature-Driven Approach to Identifying Unseen Pathologies in Skin Lesion Classification

Thiago Carvalho

Marley Vellasco

José Franco Amaral

2023/6/5

A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming

Cristiane Salgado Pereira

Douglas Mota Dias

Luis Martí

Marley Vellasco

2023/7/15

A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy Systems

SN Computer Science

Pedro Coelho

José Franco Amaral

Thiago Carvalho

Marley Vellasco

2023/10/12

Quantum-inspired Neural Architecture Search applied to Semantic Segmentation

Marley Maria Bernardes Rebuzzi Vellasco

2023/4

Out-of-distribution detection in deep learning models: a feature space-based approach

Thiago Medeiros Carvalho

Marley Vellasco

José Franco Amaral

2023/6/18

A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification

Thiago Carvalho

Marley Vellasco

José Franco Amaral

Karla Figueiredo

2023/9/25

Emotional Health Detection in HAR: New Approach Using Ensemble SNN

Applied Sciences

Luigi Bibbo’

Francesco Cotroneo

Marley Vellasco

2023/3/3

SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation

Guilherme Carlos

Karla Figueiredo

Abir Hussain

Marley Vellasco

2023/6/18

Optimizing explainability of Breast Cancer Recurrence using FuzzyGenetic

Fabio Cardoso

Thiago Medeiros

Marley Vellasco

Karla Figueiredo

2023/9/25

Deep physics-aware stochastic seismic inversion

Geophysics

Paula Yamada Bürkle

Leonardo Azevedo

Marley Vellasco

2023/1/1

Morphological classification of extragalactic radio sources using gradient boosting methods

Abdollah Masoud Darya

Ilias Fernini

Marley Vellasco

Abir Hussain

2023/6/18

Echo state networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting

Neurocomputing

Cesar H Valencia

Marley MBR Vellasco

Karla Figueiredo

2023/8/7

Optimization of a Naval Asset Maintenance Plan through Hybrid Evolutionary Algorithms and Swarm Intelligence

Tiago Paulinelli Ferreira

Marley Maria Bernardes Rebuzzi Vellasco

Luciana Faletti Almeida

Juan Guillermo Lazo Lazo

2023/11/25

Explainable artificial intelligence for COVID-19 diagnosis through blood test variables

Journal of Control, Automation and Electrical Systems

Lucas M Thimoteo

Marley M Vellasco

Jorge Amaral

Karla Figueiredo

Cátia Lie Yokoyama

...

2022/4

Fuzzy logic for control of injector wells flow rates under produced water reinjection

Journal of Petroleum Science and Engineering

Rewbenio A Frota

Ricardo Tanscheit

Marley Vellasco

2022/8/1

See List of Professors in Marley Vellasco University(Pontifícia Universidade Católica do Rio de Janeiro)

Co-Authors

H-index: 38
Marcelo Gattass

Marcelo Gattass

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 19
Ricardo Tanscheit

Ricardo Tanscheit

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 18
gerson zaverucha

gerson zaverucha

Universidade Federal do Rio de Janeiro

H-index: 17
Jorge Brantes Ferreira

Jorge Brantes Ferreira

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 16
Adriano Soares Koshiyama

Adriano Soares Koshiyama

University College London

H-index: 12
Karla Tereza Figueiredo Leite

Karla Tereza Figueiredo Leite

Pontifícia Universidade Católica do Rio de Janeiro

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