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Rafael Kunst

Observed names: R. Kunst, RAFAEL KUNST, Rafael Kunst Kunst, Rafael Kunst1
ORCID: 0000-0002-6180-4104
Observed ORCID: 0000-0002-6180-4104
OpenAlex ID: A5062266438
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges
2020 · Jovani Dalzochio, Rafael Kunst, et al. · Computers in Industry · 672
An IoT-based smart cities infrastructure architecture applied to a waste management scenario
2018 · Patric Marques, Diogo Manfroi, et al. · Ad Hoc Networks · 152
Q-FANET: Improved Q-learning based routing protocol for FANETs
2021 · Luis Antonio L.F. da Costa, Rafael Kunst, et al. · Computer Networks · 134
A predictive maintenance model for optimizing production schedule using deep neural networks
2022 · Tiago Zonta, Cristiano André da Costa, et al. · Journal of Manufacturing Systems · 126
A Review of Flying Ad Hoc Networks: Key Characteristics, Applications, and Wireless Technologies
2022 · Faezeh Pasandideh, João Paulo J. da Costa, et al. · Remote Sensing · 90
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Towards combining data prediction and internet of things to manage milk production on dairy cows
2020 · Rodrigo da Rosa Righi, Guilherme Goldschmidt, et al. · Computers and Electronics in Agriculture · 85
A systematic literature review of flying ad hoc networks: State‐of‐the‐art, challenges, and perspectives
2023 · Faezeh Pasandideh, João Paulo J. da Costa, et al. · Journal of Field Robotics · 52
Improving devices communication in Industry 4.0 wireless networks
2019 · Rafael Kunst, Leandro Avila, et al. · Engineering Applications of Artificial Intelligence · 50
RETRACTED ARTICLE: Stay-at-home policy is a case of exception fallacy: an internet-based ecological study
2021 · R. F. Savaris, G. Pumi, et al. · Scientific Reports · 39
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Improving network resources allocation in smart cities video surveillance
2018 · Rafael Kunst, Leandro Avila, et al. · Computer Networks · 34
Improving reinforcement learning algorithms for dynamic spectrum allocation in cognitive sensor networks
2013 · Leonardo Roveda Faganello, Rafael Kunst, et al. · IEEE Wireless Communications and Networking Conference · 34
Soybean images dataset for caterpillar and Diabrotica speciosa pest detection and classification
2021 · Maria Eloisa Mignoni, Aislan Honorato, et al. · Data in Brief · 32
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Data Science Methods and Tools for Industry 4.0: A Systematic Literature Review and Taxonomy
2023 · Helder Moreira Arruda, Rodrigo Simon Bavaresco, et al. · Sensors · 31
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Predictive Maintenance in the Military Domain: A Systematic Review of the Literature
2023 · Jovani Dalzochio, Rafael Kunst, et al. · ACM Computing Surveys · 27
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Industrial intelligence in the care of workers’ mental health: A review of status and challenges
2021 · Carlos Goetz, Rodrigo Bavaresco, et al. · International Journal of Industrial Ergonomics · 25
A Systematic Literature Review of Agentic AI: Definitions, Architectures, and Challenges
2026 · Cassiano Moralles, Luis Antonio L. F. Da Costa, et al. · IEEE Access · 18
Application of future 6G technology to support heavy data traffic in highly mobile networks
2020 · Rafael Kunst, Edison Pignaton, et al. · International Conference of Smart Systems and Emerging Technologies (SMARTTECH) · 17
Combining Natural Language Processing and Blockchain for Smart Contract Generation in the Accounting and Legal Field
2021 · Emiliano Monteiro, Rodrigo Righi, et al. · Lecture notes in computer science · 15
ELFpm: A machine learning framework for industrial machines prediction of remaining useful life
2022 · Jovani Dalzochio, Rafael Kunst, et al. · Neurocomputing · 14
Breast cancer dataset with biomarker Biglycan
2023 · Pedro Clarindo da Silva Neto, Rafael Kunst, et al. · Data in Brief · 8
Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity
2022 · Luis Antonio L. F. da Costa, Rafael Kunst, et al. · Computing · 8
Retraction Note: Stay-at-home policy is a case of exception fallacy: an internet-based ecological study
2021 · R. S. Savaris, G. Pumi, et al. · Scientific Reports · 8
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Exploring publish/subscribe, multilevel cloud elasticity, and data compression in telemedicine
2020 · Vinicius Facco Rodrigues, Euclides Palma Paim, et al. · Computer Methods and Programs in Biomedicine · 8
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A Resources Sharing Architecture for Heterogeneous Wireless Cellular Networks
2016 · Rafael Kunst, Leandro Avila, et al. · Conference on Local Computer Networks · 8
Energy efficiency evaluation of the pulse shapes and modulation techniques for IR-UWB in WBANs
2016 · Leandro A. de Avila, Rafael Kunst, et al. · IEEE International Conference on Electronics, Circuits and Systems (ICECS) · 7
Works count: 74
Citation count: 1,753
H-index: 17
I10-index: 19
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