Rafael Kunst

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Venues

Comput. Networks

Comput. Electron. Agric.

ATT@IJCAI

ICC

Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil (PHD)

Education History

Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil

PHD

Publications

Vitor A. Fraga, Lincoln Vinicius Schreiber, Marco Antonio Chitolina Da Silva, Rafael Kunst, Jorge L. V. Barbosa, Gabriel de Oliveira Ramos
A machine learning pipeline for extracting decision-support features from traffic scenes. AI Commun. 37 (2) (2024)
Guilherme Falcão da Silva Campos, Jovani Dalzochio, Raul Ceretta Nunes, Luís Alvaro de Lima Silva, Edison Pignaton de Freitas, Rafael Kunst
Using Biometric Data to Authenticate Tactical Edge Network Users. AINA (4) (2024)
Luis Claudio Gubert, Felipe André Zeiser, Cristiano André da Costa, Rafael Kunst
Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context. IoTBDS (2024)
Eduardo G. Cortes, Ana Luiza Vianna, Mikaela Martins, Sandro Rigo, Rafael Kunst
LLMs and Translation: different approaches to localization between Brazilian Portuguese and European Portuguese. PROPOR (2024)
Faezeh Pasandideh, João P. J. da Costa, Rafael Kunst, Wibowo Hardjawana, Edison Pignaton de Freitas
A systematic literature review of flying ad hoc networks: State-of-the-art, challenges, and perspectives. J. Field Robotics 40 (4) (2023)
Jovani Dalzochio, Rafael Kunst, Jorge Luis Victória Barbosa, Pedro Clarindo da Silva Neto, Edison Pignaton, Carla Schwengber ten Caten, Alex de Lima Teodoro da Penha
Predictive Maintenance in the Military Domain: A Systematic Review of the Literature. ACM Comput. Surv. 55 (13s) (2023)
Robson Keemps Silva, Kleinner Farias, Rafael Kunst, Jovani Dalzochio
An Approach Based on Machine Learning for Predicting Software Design Problems. SBSI (2023)
Helder Moreira Arruda, Rodrigo Simon Bavaresco, Rafael Kunst, Elvis Fernandes Bugs, Giovani Cheuiche Pesenti, Jorge Luis Victória Barbosa
Data Science Methods and Tools for Industry 4.0: A Systematic Literature Review and Taxonomy. Sensors 23 (11) (2023)
Jovani Dalzochio, Rafael Kunst, Jorge L. V. Barbosa, Edison Pignaton de Freitas, Alécio P. D. Binotto
MILPdM: A Predictive Maintenance Architecture for the Military Domain. ICMLA (2023)
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Edison Pignaton de Freitas
Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity. Computing 104 (5) (2022)
Jovani Dalzochio, Rafael Kunst, Jorge Luis Victória Barbosa, Henrique Damasceno Vianna, Gabriel de Oliveira Ramos, Edison Pignaton, Alécio P. D. Binotto, Jose Favilla
ELFpm: A machine learning framework for industrial machines prediction of remaining useful life. Neurocomputing 512 (2022)
Vitor Fraga, Lincoln Schreiber, Rafael Kunst, Jorge L. V. Barbosa, Gabriel Ramos
A Machine Learning Pipeline for Extracting Decision-Support Features from Traffic Scenes. ATT@IJCAI (2022)
Faezeh Pasandideh, João Paulo C. L. da Costa, Rafael Kunst, Nahina Islam, Wibowo Hardjawana, Edison Pignaton de Freitas
A Review of Flying Ad Hoc Networks: Key Characteristics, Applications, and Wireless Technologies. Remote. Sens. 14 (18) (2022)
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Edison Pignaton de Freitas
Q-FANET: Improved Q-learning based routing protocol for FANETs. Comput. Networks 198 (2021)
Vinicius Facco Rodrigues, Euclides Palma Paim, Rafael Kunst, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi
Exploring publish/subscribe, multilevel cloud elasticity, and data compression in telemedicine. Comput. Methods Programs Biomed. 191 (2020)
Rodrigo da Rosa Righi, Guilherme Goldschmidt, Rafael Kunst, Cássio Deon, Cristiano André da Costa
Towards combining data prediction and internet of things to manage milk production on dairy cows. Comput. Electron. Agric. 169 (2020)
Jovani Dalzochio, Rafael Kunst, Edison Pignaton, Alécio Binotto, Srijnan Sanyal, Jose Favilla, Jorge Barbosa
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges. Comput. Ind. 123 (2020)
Emiliano Monteiro, Rodrigo da Rosa Righi, Rafael Kunst, Cristiano André da Costa, Dhananjay Singh
Combining Natural Language Processing and Blockchain for Smart Contract Generation in the Accounting and Legal Field. IHCI (1) (2020)
Rodrigo da Rosa Righi, Alexandre Lima Santana, Cristiano André da Costa, Rafael Kunst, Guilherme Goldschmidt, Dhananjay Kim, Madhusudan Singh
Reducing Cost and Time-to-Market on Supporting Driver Assistance Systems to Avoid Rear-end Collisions in Vehicles Traffic. CSE/EUC (2019)
Rafael Kunst, Leandro Avila, Alécio P. D. Binotto, Edison Pignaton, Sergio Bampi, Juergen Rochol
Improving devices communication in Industry 4.0 wireless networks. Eng. Appl. Artif. Intell. 83 (2019)
Patric Marques, Diogo Manfroi, Eduardo Deitos, Jonatan Cegoni, Rodrigo Castilhos, Juergen Rochol, Edison Pignaton, Rafael Kunst
An IoT-based smart cities infrastructure architecture applied to a waste management scenario. Ad Hoc Networks 87 (2019)
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
Improving network resources allocation in smart cities video surveillance. Comput. Networks 134 (2018)
Jean Cerrillo Fernandez, Rafael Kunst, Juergen Rochol
A cognitive algorithm for traffic steering in LTE-LSA/Wi-Fi resource sharing scenarios. ICC (2017)
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
A Resources Sharing Architecture for Heterogeneous Wireless Cellular Networks. LCN (2016)
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
Improving QoS in multi-operator cellular networks. WiMob (2016)
Leandro A. de Avila, Rafael Kunst, Edison Pignaton, Juergen Rochol, Sergio Bampi
Energy efficiency evaluation of the pulse shapes and modulation techniques for IR-UWB in WBANs. ICECS (2016)
Leonardo Roveda Faganello, Rafael Kunst, Cristiano Bonato Both, Lisandro Zambenedetti Granville, Juergen Rochol
Improving reinforcement learning algorithms for dynamic spectrum allocation in cognitive sensor networks. WCNC (2013)
Cristiano Bonato Both, Clarissa Cassales Marquezan, Rafael Kunst, Lisandro Zambenedetti Granville, Juergen Rochol
A self-adapting connection admission control solution for mobile WiMAX: Enabling dynamic switching of admission control algorithms based on predominant network usage profiles. J. Netw. Comput. Appl. 35 (5) (2012)
Rafael Kunst, Cristiano Bonato Both, Lisandro Zambenedetti Granville, Juergen Rochol
On the impact of hybrid errors on mobile WiMAX networks. Comput. Networks 55 (16) (2011)
Cristiano Bonato Both, Eliane Gobetti de Camargo, Rafael Kunst
Analysis of WiMAX bandwidth allocation mechanism considering physical conditions. ISWCS (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rafael Kunst