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ORCIDGustavo Medeiros de Araújo
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Books and Theses
- 2013
[b1]Gustavo Medeiros de Araújo:
Soluções para redes de sensores sem fio com mobilidade. Federal University of Santa Catarina, Florianópolis, Brazil, 2013
Journal Articles
- 2022
- [j12]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): 1958-1966 (2022) - [j11]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): 1967-1976 (2022) - [j10]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): 1977-1986 (2022) - 2021
- [j9]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): 893-913 (2021) - [j8]Rogerio de Aquino Silva, Luana da Silva Sousa, Moisés Lima Dutra, Gustavo Medeiros de Araújo:
An Improved NER Methodology to the Portuguese Language. Mob. Networks Appl. 26(1): 319-325 (2021) - 2020
- [j7]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): 71 (2020) - 2019
- [j6]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) - 2018
- [j5]Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich:
Design and implementation of a cross-layer IoT protocol. Sci. Comput. Program. 165: 24-37 (2018) - 2017
- [j4]Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker:
EGL: efficient geometry-based localisation in wireless sensor networks. Int. J. Sens. Networks 25(4): 218-228 (2017) - 2016
- [j3]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): 799 (2016) - 2015
- [j2]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): 23376-23401 (2015) - 2014
- [j1]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: 90-101 (2014)
Conference and Workshop Papers
- 2024
- [c26]José Luís Conradi Hoffmann, Mateus Martínez De Lucena, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich:
An Early Fault Detection Framework for Wind Turbines using Vibration Signals. CASE 2024: 3207-3212 - 2022
- [c25]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: 150-162 - [c24]Eliane Somavilla, Gustavo Medeiros de Araújo:
Assessment of Heart Patients Dataset Through Regression and Classification Algorithms. DIONE 2022: 178-190 - [c23]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: 204-217 - [c22]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: 1-8 - [c21]Maria Eduarda Rosa da Silva, Giovani Gracioli, Gustavo Medeiros de Araújo:
Feature Selection in Machine Learning for Knocking Noise detection. SBESC 2022: 1-8 - 2021
- [c20]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: 54-63 - [c19]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: 197-208 - [c18]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: 272-285 - 2020
- [c17]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: 53-63 - [c16]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: 1-8 - 2019
- [c15]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: 425-431 - 2018
- [c14]Renan Cunha, Rodrigo Maciel, Giann Nandi, Marina Daros, Joice Cardoso, Leonardo Tomasi 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: 54-61 - 2017
- [c13]L. Constante, Jim Lau, Ricardo de Moraes, Gustavo Medeiros de Araújo, Carlos Montez, Érico Leão:
Enhanced association mechanism for IEEE 802.15.4 networks. ETFA 2017: 1-8 - [c12]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: 1-8 - 2016
- [c11]Ali Sayyed, Gustavo Medeiros de Araújo, Leandro Buss Becker:
Smart data collection in large scale sparse WSNs. WMNC 2016: 1-8 - [c10]Davi Resner, Gustavo Medeiros de Araújo, Antônio Augusto Fröhlich:
On the Impact of Dynamic Routing Metrics on a Geographic Protocol for WSNs. SBESC 2016: 109-115 - 2015
- [c9]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: 36-41 - [c8]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: 1-4 - [c7]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: 1-4 - 2014
- [c6]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: 492-497 - [c5]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: 382-387 - 2012
- [c4]Gustavo Medeiros de Araújo, Jörg Kaiser, Leandro Buss Becker:
An optimized Markov model to predict link quality in mobile wireless sensor networks. ISCC 2012: 307-312 - [c3]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: 1100-1105 - 2011
- [c2]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: 38-45 - 2009
- [c1]Gustavo Medeiros de Araújo, Frank Siqueira:
The device service bus: a solution for embedded device integration through web services. SAC 2009: 185-189
Parts in Books or Collections
- 2014
- [p1]Gustavo Medeiros de Araújo, Alex R. Pinto, Jörg Kaiser, Leandro Buss Becker:
Genetic Machine Learning Approach for Link Quality Prediction in Mobile Wireless Sensor Networks. Cooperative Robots and Sensor Networks 2014: 1-18
Coauthor Index
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