Gustavo Medeiros de Araújo

According to our database, Gustavo Medeiros de Araújo authored at least 40 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Early Fault Detection Framework for Wind Turbines using Vibration Signals.

José Luís Conradi Hoffmann, Mateus Martínez De Lucena, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2022

A Proposed Framework for Evaluating the Academic-failure Prediction in Distance Learning.

Patrícia Takaki, Moisés Lima Dutra, Gustavo Medeiros de Araújo, Eugenio Monteiro da Silva

Mob. Networks Appl., 2022

Metamodel Development to Predict Thermal Loads for Single-family Residential Buildings.

Marcelo Salles Olinger, Gustavo Medeiros de Araújo, Moisés Lima Dutra, Hugo A. M. da Silva, Laércio Pioli Júnior, Douglas D. J. de Macedo

Mob. Networks Appl., 2022

Feature Importance Analysis by Nowcasting Perspective to Predict COVID-19.

André Vinícius Gonçalves, Gustavo Medeiros de Araújo, Leandro Pereira Garcia, Fernanda Vargas Amaral, Ione Jayce Ceola Schneider

Mob. Networks Appl., 2022

Feature Selection in Machine Learning for Knocking Noise detection.

Maria Eduarda Rosa da Silva, Giovani Gracioli, Gustavo Medeiros de Araújo

Proceedings of the XII Brazilian Symposium on Computing Systems Engineering, 2022

Data-driven Anomaly Detection of Engine Knock based on Automotive ECU.

Leonardo Tomasi Francis, Victor Elízio Pierozan, Giovani Gracioli, Gustavo Medeiros de Araújo

Proceedings of the XII Brazilian Symposium on Computing Systems Engineering, 2022

Comparison of Algorithms for Classification of Financial Intelligence Reports.

Roberto Zaina, Douglas Dyllon Jeronimo de Macedo, Moisés Lima Dutra, Vinicius Faria Culmant Ramos, Gustavo Medeiros de Araújo

Proceedings of the Data and Information in Online Environments, 2022

Assessment of Heart Patients Dataset Through Regression and Classification Algorithms.

Eliane Somavilla, Gustavo Medeiros de Araújo

Proceedings of the Data and Information in Online Environments, 2022

An Expanded Study of the Application of Deep Learning Models in Energy Consumption Prediction.

Leonardo Santos Amaral, Gustavo Medeiros de Araújo, Ricardo de Moraes, Paula Monteiro de Oliveira Villela

Proceedings of the Data and Information in Online Environments, 2022

2021

An Improved NER Methodology to the Portuguese Language.

Rogerio de Aquino Silva, Luana da Silva Sousa, Moisés Lima Dutra, Gustavo Medeiros de Araújo

Mob. Networks Appl., 2021

Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals.

José Luis Conradi Hoffmann, Leonardo Passig Horstmann, Mateus Martínez De Lucena, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich, Marcos Hisashi Napoli Nishioka

Appl. Artif. Intell., 2021

Evaluating the Effect of Corpus Normalisation in Topics Coherence.

Luana da Silva Sousa, Vinícius Melquíades de Sousa, Rogerio de Aquino Silva, Gustavo Medeiros de Araújo

Proceedings of the Data and Information in Online Environments, 2021

Expert Bibliometrics: An Application Service for Metric Studies of Information.

Adilson Luiz Pinto, Rogerio de Aquino Silva, André Fabiano Dyck, Gustavo Medeiros de Araújo, Moisés Lima Dutra

Proceedings of the Data and Information in Online Environments, 2021

Feature Importance Investigation for Estimating Covid-19 Infection by Random Forest Algorithm.

André Vinícius Gonçalves, Ione Jayce Ceola Schneider, Fernanda Vargas Amaral, Leandro Pereira Garcia, Gustavo Medeiros de Araújo

Proceedings of the Data and Information in Online Environments, 2021

2020

A new feature extraction process based on SFTA and DWT to enhance classification of ceramic tiles quality.

Luan Casagrande, Luiz Antonio Buschetto Macarini, Daniel Bitencourt, Antônio Augusto Fröhlich, Gustavo Medeiros de Araújo

Mach. Vis. Appl., 2020

Data Confidence Applied to Wind Turbine Power Curves.

Roberto Milton Scheffel, José Luís Conradi Hoffmann, Leonardo Passig Horstmann, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich, Tiago Kaoru Matsuo, Vitor Pohlenz, Marcos Hisashi Napoli Nishioka

Proceedings of the X Brazilian Symposium on Computing Systems Engineering, 2020

A New Entity Extraction Model Based on Journalistic Brazilian Portuguese Language to Enhance Named Entity Recognition.

Rogerio de Aquino Silva, Luana da Silva, Moisés Lima Dutra, Gustavo Medeiros de Araújo

Proceedings of the Data and Information in Online Environments, 2020

2019

Toward an efficient healthcare CloudIoT architecture by using a game theory approach.

Douglas Dyllon Jeronimo de Macedo, Gustavo Medeiros de Araújo, Moisés Lima Dutra, Silvana Toriani Dutra, Álvaro Guillermo Rojas Lezana

Concurr. Eng. Res. Appl., 2019

Security in Wireless Sensor Networks: A formal verification of protocols.

Giann Spilere Nandi, David Pereira, Martín Vigil, Ricardo de Moraes, Analúcia Schiaffino Morales, Gustavo Medeiros de Araújo

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018

Design and implementation of a cross-layer IoT protocol.

Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich

Sci. Comput. Program., 2018

Applying Non-destructive Testing and Machine Learning to Ceramic Tile Quality Control.

Renan Cunha, Rodrigo Maciel, Giann Nandi, Marina Daros, Joice Cardoso, Leonardo Tomasi Francis, Vinicius Ramos, Roderval Marcelino, Antônio Augusto Fröhlich, Gustavo Medeiros de Araújo

Proceedings of the VIII Brazilian Symposium on Computing Systems Engineering, 2018

2017

EGL: efficient geometry-based localisation in wireless sensor networks.

Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker

Int. J. Sens. Networks, 2017

Smart: Adequate selection of relay nodes to support cooperative communication in WSNs.

Suelen Laurindo, Ríad Nassiffe, Ricardo de Moraes, Carlos Montez, Gustavo Medeiros de Araújo, Odilson T. Valle

Proceedings of the IEEE 13th International Workshop on Factory Communication Systems, 2017

Enhanced association mechanism for IEEE 802.15.4 networks.

L. Constante, Jim Lau, Ricardo de Moraes, Gustavo Medeiros de Araújo, Carlos Montez, Érico Leão

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016

NetCoDer: A Retransmission Mechanism for WSNs Based on Cooperative Relays and Network Coding.

Odilson T. Valle, Carlos Montez, Gustavo Medeiros de Araújo, Francisco Vasques, Ricardo de Moraes

Sensors, 2016

On the Impact of Dynamic Routing Metrics on a Geographic Protocol for WSNs.

Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich

Proceedings of the VI Brazilian Symposium on Computing Systems Engineering, 2016

Smart data collection in large scale sparse WSNs.

Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker

Proceedings of the 9th IFIP Wireless and Mobile Networking Conference, 2016

2015

Dual-Stack Single-Radio Communication Architecture for UAV Acting As a Mobile Node to Collect Data in WSNs.

Ali Sayyed, Gustavo Medeiros de Araújo, João Paulo Bodanese, Leandro Buss Becker

Sensors, 2015

A WSN data retransmission mechanism based on network coding and cooperative relayers.

Odilson T. Valle, Carlos Montez, Gustavo Medeiros de Araújo, Ricardo de Moraes, Francisco Vasques

Proceedings of the IEEE World Conference on Factory Communication Systems, 2015

A sleep-scheduling scheme for enhancing QoS and network coverage in IEEE 802.15.4 WSN.

Tiago Semprebom, Carlos Montez, Gustavo Medeiros de Araújo, Paulo Portugal

Proceedings of the IEEE World Conference on Factory Communication Systems, 2015

UDP4US: Universal Device Pipe for Ubiquitous Services.

Thiago Zanivan Felisberto, Elder Dominghini Tramontin, Felipe da Cunha dos Santos, Analúcia Schiaffino Morales, Frank Siqueira, Gustavo Medeiros de Araújo

Proceedings of the 2015 Brazilian Symposium on Computing Systems Engineering, 2015

2014

Genetic Machine Learning Approach for Link Quality Prediction in Mobile Wireless Sensor Networks.

Gustavo Medeiros de Araújo, Alex R. Pinto, Jörg Kaiser, Leandro Buss Becker

Proceedings of the Cooperative Robots and Sensor Networks, 2014

An approach to implement data fusion techniques in wireless sensor networks using genetic machine learning algorithms.

Alex R. Pinto, Carlos Montez, Gustavo Medeiros de Araújo, Francisco Vasques, Paulo Portugal

Inf. Fusion, 2014

RBESP: Reliable and best effort stack protocol for UAV collaboration with WSN.

João Paulo Bodanese, Gustavo Medeiros de Araújo, Guilherme V. Raffo, Leandro Buss Becker

Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Wireless Communication Infrastructure for a Short-Range Unmanned Aerial.

João Paulo Bodanese, Gustavo Medeiros de Araújo, Guilherme Steup, Guilherme V. Raffo, Leandro Buss Becker

Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2013

Soluções para redes de sensores sem fio com mobilidade.

Gustavo Medeiros de Araújo

PhD thesis, 2013

2012

An Evolutionary Approach to Improve Connectivity Prediction in Mobile Wireless Sensor Networks.

Gustavo Medeiros de Araújo, Alex R. Pinto, Jörg Kaiser, Leandro Buss Becker

Proceedings of the 3rd International Conference on Ambient Systems, 2012

An optimized Markov model to predict link quality in mobile wireless sensor networks.

Gustavo Medeiros de Araújo, Jörg Kaiser, Leandro Buss Becker

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

2011

A Network Conditions Aware Geographical Forwarding Protocol for Real-Time Applications in Mobile Wireless Sensor Networks.

Gustavo Medeiros de Araújo, Leandro Buss Becker

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011

2009

The device service bus: a solution for embedded device integration through web services.

Gustavo Medeiros de Araújo, Frank Siqueira

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009