Rafael Kunst

40 papers B 3C 2Misc 1Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Literature Review of Agentic AI: Definitions, Architectures, and Challenges.
IEEE Access
Cassiano Moralles, Luis Antonio Leite Francisco da Costa, Sandro José Rigo, Rafael Kunst, Vinicius Costa de Souza, Éderson Passos Silva, George Lucas Ebertz Prado, Taimisson De Carvalho Schardosim, Alex Roehrs
2026 J jnl
A value-based approach for information classification.
Int. J. Inf. Sec.
Luciano Ignaczak, Márcio Garcia Martins, Cristiano André da Costa, Rafael Kunst
2025 J jnl
Cluster-Based Machine Learning-Driven Routing for UAV Networks in 6G Environment.
IEEE Access
Luis Antonio Leite Francisco da Costa, Rodrigo C. de Lamare, Rafael Kunst, Edison Pignaton de Freitas
2025 Misc conf
Machine Learning-Based Optimization of Cluster Formations in 6G Networks.
ICNC
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Rodrigo C. de Lamare, Edison Pignaton de Freitas
2025 J jnl
OntoKaire: an ontology-based reasoning for work-related stressors in industrial settings.
J. Univers. Comput. Sci.
Carlos Goetz, Rodrigo Simon Bavaresco, Wesllei Felipe Heckler, Gustavo Lazarotto Schroeder, Rafael Kunst, Jorge Luis Victória Barbosa
2025 J jnl
SmellDSL: A domain-specific language to assist developers in specifying code smell patterns.
Inf. Softw. Technol.
Robson Keemps Silva, Kleinner Farias, Rafael Kunst, Carlos Eduardo Carbonera, Willian Bolzan
2025 J jnl
Study of Cluster-Based Routing Based on Machine Learning for UAV Networks in 6G.
CoRR
Luis Antonio Leite Francisco da Costa, Rodrigo C. de Lamare, Rafael Kunst, Edison Pignaton de Freitas
2024 J jnl
A machine learning pipeline for extracting decision-support features from traffic scenes.
AI Commun.
Vitor A. Fraga, Lincoln Vinicius Schreiber, Marco Antonio Chitolina Da Silva, Rafael Kunst, Jorge L. V. Barbosa, Gabriel de Oliveira Ramos
2024 C conf
Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context.
IoTBDS
Luis Claudio Gubert, Felipe André Zeiser, Cristiano André da Costa, Rafael Kunst
2024 — conf
LLMs and Translation: different approaches to localization between Brazilian Portuguese and European Portuguese.
PROPOR (1)
Eduardo G. Cortes, Ana Luiza Vianna, Mikaela Martins, Sandro Rigo, Rafael Kunst
2024 J jnl
On proposing an intelligent model for tracking agrochemicals.
Internet Technol. Lett.
Emiliano Soares Monteiro, Maria Eloisa Mignoni, Rodrigo da Rosa Righi, Cristiano André da Costa, Rafael Kunst, Jorge Luis Victória Barbosa, Antônio Marcos Alberti
2024 — conf
Using Biometric Data to Authenticate Tactical Edge Network Users.
AINA (4)
Guilherme Falcão da Silva Campos, Jovani Dalzochio, Raul Ceretta Nunes, Luís Alvaro de Lima Silva, Edison Pignaton de Freitas, Rafael Kunst
2023 J jnl
A systematic literature review of flying ad hoc networks: State-of-the-art, challenges, and perspectives.
J. Field Robotics
Faezeh Pasandideh, João P. J. da Costa, Rafael Kunst, Wibowo Hardjawana, Edison Pignaton de Freitas
2023 — conf
An Approach Based on Machine Learning for Predicting Software Design Problems.
SBSI
Robson Keemps Silva, Kleinner Farias, Rafael Kunst, Jovani Dalzochio
2023 J jnl
Data Science Methods and Tools for Industry 4.0: A Systematic Literature Review and Taxonomy.
Sensors
Helder Moreira Arruda, Rodrigo Simon Bavaresco, Rafael Kunst, Elvis Fernandes Bugs, Giovani Cheuiche Pesenti, Jorge Luis Victória Barbosa
2023 C conf
MILPdM: A Predictive Maintenance Architecture for the Military Domain.
ICMLA
Jovani Dalzochio, Rafael Kunst, Jorge L. V. Barbosa, Edison Pignaton de Freitas, Alécio P. D. Binotto
2023 J jnl
Predictive Maintenance in the Military Domain: A Systematic Review of the Literature.
ACM Comput. Surv.
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
2023 — conf
Routing Performance Evaluation in Centralized and Distributed FANETs for 6G Networks.
ISWCS
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Rodrigo C. de Lamare, Edison Pignaton de Freitas
2022 — conf
A Machine Learning Pipeline for Extracting Decision-Support Features from Traffic Scenes.
ATT@IJCAI
Vitor A. Fraga, Lincoln Schreiber, Rafael Kunst, Jorge L. V. Barbosa, Gabriel de Oliveira Ramos
2022 J jnl
A Review of Flying Ad Hoc Networks: Key Characteristics, Applications, and Wireless Technologies.
Remote. Sens.
Faezeh Pasandideh, João Paulo C. L. da Costa, Rafael Kunst, Nahina Islam, Wibowo Hardjawana, Edison Pignaton de Freitas
2022 J jnl
ELFpm: A machine learning framework for industrial machines prediction of remaining useful life.
Neurocomputing
Jovani Dalzochio, Rafael Kunst, Jorge Luis Victória Barbosa, Henrique Damasceno Vianna, Gabriel de Oliveira Ramos, Edison Pignaton, Alécio P. D. Binotto, Jose Favilla
2022 J jnl
Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity.
Computing
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Edison Pignaton de Freitas
2021 J jnl
Q-FANET: Improved Q-learning based routing protocol for FANETs.
Comput. Networks
Luis Antonio Leite Francisco da Costa, Rafael Kunst, Edison Pignaton de Freitas
2020 — conf
Combining Natural Language Processing and Blockchain for Smart Contract Generation in the Accounting and Legal Field.
IHCI (1)
Emiliano Soares Monteiro, Rodrigo da Rosa Righi, Rafael Kunst, Cristiano André da Costa, Dhananjay Singh
2020 J jnl
Exploring publish/subscribe, multilevel cloud elasticity, and data compression in telemedicine.
Comput. Methods Programs Biomed.
Vinicius Facco Rodrigues, Euclides Palma Paim, Rafael Kunst, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi
2020 J jnl
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges.
Comput. Ind.
Jovani Dalzochio, Rafael Kunst, Edison Pignaton, Alécio Pedro Delazari Binotto, Srijnan Sanyal, Jose Favilla, Jorge L. V. Barbosa
2020 J jnl
Towards combining data prediction and internet of things to manage milk production on dairy cows.
Comput. Electron. Agric.
Rodrigo da Rosa Righi, Guilherme Goldschmidt, Rafael Kunst, Cássio Deon, Cristiano André da Costa
2019 J jnl
An IoT-based smart cities infrastructure architecture applied to a waste management scenario.
Ad Hoc Networks
Patric Marques, Diogo Manfroi, Eduardo Deitos, Jonatan Cegoni, Rodrigo Castilhos, Juergen Rochol, Edison Pignaton, Rafael Kunst
2019 J jnl
Improving devices communication in Industry 4.0 wireless networks.
Eng. Appl. Artif. Intell.
Rafael Kunst, Leandro Avila, Alécio P. D. Binotto, Edison Pignaton, Sergio Bampi, Juergen Rochol
2019 — conf
Reducing Cost and Time-to-Market on Supporting Driver Assistance Systems to Avoid Rear-end Collisions in Vehicles Traffic.
CSE/EUC
Rodrigo da Rosa Righi, Alexandre Lima Santana, Cristiano André da Costa, Rafael Kunst, Guilherme Goldschmidt, Dhananjay Singh, Madhusudan Singh
2018 J jnl
Improving network resources allocation in smart cities video surveillance.
Comput. Networks
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
2017 — —
A QoS-aware resources sharing architecture for homogeneous and heterogeneous wireless networks.
Rafael Kunst
2017 — conf
A cognitive algorithm for traffic steering in LTE-LSA/Wi-Fi resource sharing scenarios.
ICC
Jean Cerrillo Fernandez, Rafael Kunst, Juergen Rochol
2016 B conf
A Resources Sharing Architecture for Heterogeneous Wireless Cellular Networks.
LCN
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
2016 — conf
Energy efficiency evaluation of the pulse shapes and modulation techniques for IR-UWB in WBANs.
ICECS
Leandro A. de Avila, Rafael Kunst, Edison Pignaton, Juergen Rochol, Sergio Bampi
2016 B conf
Improving QoS in multi-operator cellular networks.
WiMob
Rafael Kunst, Leandro Avila, Edison Pignaton, Sergio Bampi, Juergen Rochol
2013 B conf
Improving reinforcement learning algorithms for dynamic spectrum allocation in cognitive sensor networks.
WCNC
Leonardo Roveda Faganello, Rafael Kunst, Cristiano Bonato Both, Lisandro Zambenedetti Granville, Juergen Rochol
2012 J jnl
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.
Cristiano Bonato Both, Clarissa Cassales Marquezan, Rafael Kunst, Lisandro Zambenedetti Granville, Juergen Rochol
2011 J jnl
On the impact of hybrid errors on mobile WiMAX networks.
Comput. Networks
Rafael Kunst, Cristiano Bonato Both, Lisandro Zambenedetti Granville, Juergen Rochol
2008 — conf
Analysis of WiMAX bandwidth allocation mechanism considering physical conditions.
ISWCS
Cristiano Bonato Both, Eliane Gobetti de Camargo, Rafael Kunst