Gustavo Medeiros de Araújo

ORCID

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 26

Top Venues

Federal University of Santa Catarina, Florianópolis, Brazil (PHD)

Education History

Federal University of Santa Catarina, Florianópolis, Brazil

PHD

Publications

Maria Eduarda Rosa da Silva, Giovani Gracioli, Gustavo Medeiros de Araújo
Feature Selection in Machine Learning for Knocking Noise detection. SBESC (2022)
Eliane Somavilla, Gustavo Medeiros de Araújo
Assessment of Heart Patients Dataset Through Regression and Classification Algorithms. DIONE (2022)
Leonardo Santos Amaral, Gustavo Medeiros de Araújo, Ricardo de Moraes, Paula Monteiro de Oliveira Villela
An Expanded Study of the Application of Deep Learning Models in Energy Consumption Prediction. DIONE (2022)
Roberto Zaina, Douglas Dyllon Jeronimo de Macedo, Moisés Lima Dutra, Vinicius Faria Culmant Ramos, Gustavo Medeiros de Araújo
Comparison of Algorithms for Classification of Financial Intelligence Reports. DIONE (2022)
André Vinícius Gonçalves, Gustavo Medeiros de Araújo, Leandro Pereira Garcia, Fernanda Vargas Amaral, Ione Jayce Ceola Schneider
Feature Importance Analysis by Nowcasting Perspective to Predict COVID-19. Mob. Networks Appl. 27 (5) (2022)
Marcelo Salles Olinger, Gustavo Medeiros de Araújo, Moisés Lima Dutra, Hugo A. M. da Silva, Laércio Pioli Júnior, Douglas D. J. de Macedo
Metamodel Development to Predict Thermal Loads for Single-family Residential Buildings. Mob. Networks Appl. 27 (5) (2022)
Leonardo Tomasi Francis, Victor Elízio Pierozan, Giovani Gracioli, Gustavo Medeiros de Araújo
Data-driven Anomaly Detection of Engine Knock based on Automotive ECU. SBESC (2022)
Patrícia Takaki, Moisés Lima Dutra, Gustavo Medeiros de Araújo, Eugenio Monteiro da Silva
A Proposed Framework for Evaluating the Academic-failure Prediction in Distance Learning. Mob. Networks Appl. 27 (5) (2022)
Rogerio de Aquino Silva, Luana da Silva, Moisés Lima Dutra, Gustavo Medeiros de Araújo
An Improved NER Methodology to the Portuguese Language. Mob. Networks Appl. 26 (1) (2021)
Luana da Silva Sousa, Vinícius Melquíades de Sousa, Rogerio de Aquino Silva, Gustavo Medeiros de Araújo
Evaluating the Effect of Corpus Normalisation in Topics Coherence. DIONE (2021)
Adilson Luiz Pinto, Rogerio de Aquino Silva, André Fabiano Dyck, Gustavo Medeiros de Araújo, Moisés Lima Dutra
Expert Bibliometrics: An Application Service for Metric Studies of Information. DIONE (2021)
José Luis Conradi Hoffmann, Leonardo Passig Horstmann, Mateus Martínez De Lucena, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich, Marcos Hisashi Napoli Nishioka
Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals. Appl. Artif. Intell. 35 (12) (2021)
André Vinícius Gonçalves, Ione Jayce Ceola Schneider, Fernanda Vargas Amaral, Leandro Pereira Garcia, Gustavo Medeiros de Araújo
Feature Importance Investigation for Estimating Covid-19 Infection by Random Forest Algorithm. DIONE (2021)
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
Data Confidence Applied to Wind Turbine Power Curves. SBESC (2020)
Luan Casagrande, Luiz Antonio Buschetto Macarini, Daniel Bitencourt, Antônio Augusto Fröhlich, Gustavo Medeiros de Araújo
A new feature extraction process based on SFTA and DWT to enhance classification of ceramic tiles quality. Mach. Vis. Appl. 31 (7) (2020)
Rogerio de Aquino Silva, Luana da Silva, Moisés Lima Dutra, Gustavo Medeiros de Araújo
A New Entity Extraction Model Based on Journalistic Brazilian Portuguese Language to Enhance Named Entity Recognition. DIONE (2020)
Douglas Dyllon Jeronimo de Macedo, Gustavo Medeiros de Araújo, Moisés Lima Dutra, Silvana Toriani Dutra, Álvaro Guillermo Rojas Lezana
Toward an efficient healthcare CloudIoT architecture by using a game theory approach. Concurr. Eng. Res. Appl. 27 (3) (2019)
Giann Spilere Nandi, David Pereira, Martín Vigil, Ricardo de Moraes, Analúcia Schiaffino Morales, Gustavo Medeiros de Araújo
Security in Wireless Sensor Networks: A formal verification of protocols. INDIN (2019)
Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich
Design and implementation of a cross-layer IoT protocol. Sci. Comput. Program. 165 (2018)
Renan Cunha, Rodrigo Maciel, Giann Nandi, Marina Daros, Joice Cardoso, Leonardo Francis, Vinicius Ramos, Roderval Marcelino, Antônio Augusto Fröhlich, Gustavo Medeiros de Araújo
Applying Non-destructive Testing and Machine Learning to Ceramic Tile Quality Control. SBESC (2018)
L. Constante, Jim Lau, Ricardo de Moraes, Gustavo Medeiros de Araújo, Carlos Montez, Erico Leão
Enhanced association mechanism for IEEE 802.15.4 networks. ETFA (2017)
Suelen Laurindo, Ríad Nassiffe, Ricardo de Moraes, Carlos Montez, Gustavo Medeiros de Araújo, Odilson T. Valle
Smart: Adequate selection of relay nodes to support cooperative communication in WSNs. WFCS (2017)
Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker
EGL: efficient geometry-based localisation in wireless sensor networks. Int. J. Sens. Networks 25 (4) (2017)
Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich
On the Impact of Dynamic Routing Metrics on a Geographic Protocol for WSNs. SBESC (2016)
Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker
Smart data collection in large scale sparse WSNs. WMNC (2016)
Odilson T. Valle, Carlos Montez, Gustavo Medeiros de Araújo, Francisco Vasques, Ricardo de Moraes
NetCoDer: A Retransmission Mechanism for WSNs Based on Cooperative Relays and Network Coding. Sensors 16 (6) (2016)
Thiago Zanivan Felisberto, Elder Dominghini Tramontin, Felipe da Cunha dos Santos, Analúcia Schiaffino Morales, Frank Siqueira, Gustavo Medeiros de Araújo
UDP4US: Universal Device Pipe for Ubiquitous Services. SBESC (2015)
Odilson T. Valle, Carlos Montez, Gustavo Medeiros de Araújo, Ricardo de Moraes, Francisco Vasques
A WSN data retransmission mechanism based on network coding and cooperative relayers. WFCS (2015)
Ali Sayyed, Gustavo Medeiros de Araújo, João Paulo Bodanese, Leandro Buss Becker
Dual-Stack Single-Radio Communication Architecture for UAV Acting As a Mobile Node to Collect Data in WSNs. Sensors 15 (9) (2015)
Tiago Semprebom, Carlos Montez, Gustavo Medeiros de Araújo, Paulo Portugal
A sleep-scheduling scheme for enhancing QoS and network coverage in IEEE 802.15.4 WSN. WFCS (2015)
João Paulo Bodanese, Gustavo Medeiros de Araújo, Guilherme V. Raffo, Leandro Buss Becker
RBESP: Reliable and best effort stack protocol for UAV collaboration with WSN. INDIN (2014)
João Paulo Bodanese, Gustavo Medeiros de Araújo, Guilherme Steup, Guilherme V. Raffo, Leandro Buss Becker
Wireless Communication Infrastructure for a Short-Range Unmanned Aerial. AINA Workshops (2014)
Alex R. Pinto, Carlos Montez, Gustavo Medeiros de Araújo, Francisco Vasques, Paulo Portugal
An approach to implement data fusion techniques in wireless sensor networks using genetic machine learning algorithms. Inf. Fusion 15 (2014)
Gustavo Medeiros de Araújo, Jörg Kaiser, Leandro Buss Becker
An optimized Markov model to predict link quality in mobile wireless sensor networks. ISCC (2012)
Gustavo Medeiros de Araújo, Alex R. Pinto, Jörg Kaiser, Leandro Buss Becker
An Evolutionary Approach to Improve Connectivity Prediction in Mobile Wireless Sensor Networks. ANT/MobiWIS (2012)
Gustavo Medeiros de Araújo, Leandro Buss Becker
A Network Conditions Aware Geographical Forwarding Protocol for Real-Time Applications in Mobile Wireless Sensor Networks. AINA (2011)
Gustavo Medeiros de Araújo, Frank Siqueira
The device service bus: a solution for embedded device integration through web services. SAC (2009)

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Publication Activity (10 Years)

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Gustavo Medeiros de Araújo