José Antonio Fernandes de Macedo

José Antonio Fernandes de Macedo

Universidade Federal do Ceará

H-index: 24

Latin America-Brazil

About José Antonio Fernandes de Macedo

José Antonio Fernandes de Macedo, With an exceptional h-index of 24 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidade Federal do Ceará, specializes in the field of Data Science, Machine Learning, Big Data.

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

Edge AI for Internet of Medical Things: A literature review

Trajectory modeling via random utility inverse reinforcement learning

Studying the Dependence of Embedding Representations on the Target of NLP Tasks

Less is More? Investigating Meta-Learning’s Suitability in Sentence Compression for Low-Resource Data

Feminicídio: Mapeamento, prevenção e tecnologia

A framework for Digital Transformation towards Smart Governance: using big data tools to target SDGs in Ceará, Brazil

Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review

Predição de tempo restante para conclusão de processos de negócio utilizando aprendizado profundo

José Antonio Fernandes de Macedo Information

University

Position

___

Citations(all)

4523

Citations(since 2020)

1756

Cited By

3477

hIndex(all)

24

hIndex(since 2020)

18

i10Index(all)

56

i10Index(since 2020)

34

Email

University Profile Page

Universidade Federal do Ceará

Google Scholar

View Google Scholar Profile

José Antonio Fernandes de Macedo Skills & Research Interests

Data Science

Machine Learning

Big Data

Top articles of José Antonio Fernandes de Macedo

Title

Journal

Author(s)

Publication Date

Edge AI for Internet of Medical Things: A literature review

Atslands Rocha

Matheus Monteiro

César Mattos

Madson Dias

Jorge Soares

...

2024/5/1

Trajectory modeling via random utility inverse reinforcement learning

Information Sciences

Anselmo R Pitombeira-Neto

Helano P Santos

Ticiana L Coelho da Silva

José Antonio F de Macedo

2024/3/1

Studying the Dependence of Embedding Representations on the Target of NLP Tasks

Bárbara Stéphanie Neves Oliveira

Ticiana L Coelho da Silva

José AF de Macêdo

2023/9/25

Less is More? Investigating Meta-Learning’s Suitability in Sentence Compression for Low-Resource Data

José Antônio F de Macêdo

Ticiana L Coelho da Silva

2023/9/25

Feminicídio: Mapeamento, prevenção e tecnologia

José Antonio Fernandes de Macêdo

Sílvia Rebeca Sabóia Quezado

Tiago Dias da Silva

2023/3/27

A framework for Digital Transformation towards Smart Governance: using big data tools to target SDGs in Ceará, Brazil

Journal of Urban Management

Lara Sucupira Furtado

Ticiana Linhares Coelho da Silva

Marianna Gonçalves Fontenele Ferreira

José Antônio Fernandes de Macedo

Jessika Kantnila de Melo Lima Cavalcanti

2023/3/1

Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review

João Araújo Castelo Branco

Bruno Torres Marques

Lívia Almada Cruz

Regis Pires Magalhães

José Antônio Fernandes De Macêdo

2023/10/9

Predição de tempo restante para conclusão de processos de negócio utilizando aprendizado profundo

Ronildo Oliveira da Silva

2023

A Semantic Segmentation-Based Digitization of ECG Papers

Davyd Melo

João Paulo Madeiro

Luís O Rigo

Cláudia do Ò Pessoa

Jose Antonio Macêdo

...

2023/10/1

Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches

Sensors

Lívia Almada Cruz

Ticiana Linhares Coelho da Silva

Régis Pires Magalhães

Wilken Charles Dantas Melo

Matheus Cordeiro

...

2022/1

Evaluation of Automatic Speech Recognition Approaches

Journal of Information and Data Management

Regis Pires Magalhaes

Daniel Jean Rodrigues Vasconcelos

Guilherme Sales Fernandes

Lívia Almada Cruz

Matheus Xavier Sampaio

...

2022/9/21

Malaria Blood Smears Object Detection Based on Convolutional DCGAN and CNN Deep Learning Architectures

Francisco Nauber Bernardo Gois

João Alexandre Lobo Marques

Allberson Bruno de Oliveira Dantas

Márcio Costa Santos

José Valdir Santiago Neto

...

2022/6/26

HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning

Intelligent Data Analysis

Barbara Stephanie Neves Oliveira

Andreza Fernandes de Oliveira

Vinicius Monteiro de Lira

Ticiana Linhares Coelho da Silva

Jose Antonio Fernandes de Macedo

2022/1/1

Tópicos em Gerenciamento de Dados e Informações: Minicursos do SBBD 2022

Vaninha Vieira

Humberto L Razente

Maria Camila N Barioni

Fabíola SF Pereira

João Gama

...

2017/10/2

Enhancing Geocoding of Adjectival Toponyms with Heuristics

Breno Dourado Sá

Ticiana Coelho Da Silva

José Antônio Fernandes de Macêdo

2022/6

Uso de Meta-Learning em Tarefas de Aprendizado Profundo

Sociedade Brasileira de Computação

Luis Gustavo Coutinho do Rêgo

Bárbara Stéphanie Neves Oliveira

Lucas Peres Gaspar

João Araújo Castelo Branco

José Antônio Fernandes de Macêdo

2022/9/19

Usando um modelo de classificação para a adequada implantação do patrulhamento policial para o enfrentamento à assaltos a bancos no nordeste do Brasil

Revista Brasileira de Ciências Policiais

Wellington Clay Porcino Silva

José Antônio Fernandes de Macedo

José Florêncio de Queiroz Neto

2022/5/31

Using a Classification Model to Proper Deploy Police Patrol to face Bank Robbery in Northeast Brazil

Revista Brasileira de Ciências Policiais

Wellington Clay Porcino Silva

José Antônio Fernandes de Macedo

José Florêncio de Queiroz Neto

2022/5

Processamento de linguagem natural via aprendizagem profunda

Sociedade Brasileira de Computação

Bárbara Stéphanie Neves Oliveira

Luís Gustavo C do Rêgo

Lucas Peres

Ticiana L Coelho da Silva

José Antônio F de Macêdo

2022/7/31

On the design of a similarity function for sparse binary data with application on protein function annotation

Knowledge-Based Systems

Marcelo BA Veras

Bishnu Sarker

Sabeur Aridhi

João PP Gomes

José AF Macêdo

...

2022/2/28

See List of Professors in José Antonio Fernandes de Macedo University(Universidade Federal do Ceará)