Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges J Dalzochio, R Kunst, E Pignaton, A Binotto, S Sanyal, J Favilla, ... Computers in Industry 123, 103298, 2020 | 413 | 2020 |
An IoT-based smart cities infrastructure architecture applied to a waste management scenario P Marques, D Manfroi, E Deitos, J Cegoni, R Castilhos, J Rochol, ... Ad Hoc Networks 87, 200-208, 2019 | 144 | 2019 |
Towards combining data prediction and internet of things to manage milk production on dairy cows R da Rosa Righi, G Goldschmidt, R Kunst, C Deon, CA da Costa Computers and Electronics in Agriculture 169, 105156, 2020 | 78 | 2020 |
Q-FANET: Improved Q-learning based routing protocol for FANETs LALF da Costa, R Kunst, EP de Freitas Computer Networks 198, 108379, 2021 | 75 | 2021 |
RETRACTED ARTICLE: Stay-at-home policy is a case of exception fallacy: an internet-based ecological study RF Savaris, G Pumi, J Dalzochio, R Kunst Scientific reports 11 (1), 5313, 2021 | 56 | 2021 |
A predictive maintenance model for optimizing production schedule using deep neural networks T Zonta, CA Da Costa, FA Zeiser, G de Oliveira Ramos, R Kunst, ... Journal of Manufacturing Systems 62, 450-462, 2022 | 54 | 2022 |
Improving devices communication in Industry 4.0 wireless networks R Kunst, L Avila, A Binotto, E Pignaton, S Bampi, J Rochol Engineering Applications of Artificial Intelligence 83, 1-12, 2019 | 44 | 2019 |
A review of flying ad hoc networks: Key characteristics, applications, and wireless technologies F Pasandideh, JPJ da Costa, R Kunst, N Islam, W Hardjawana, ... Remote Sensing 14 (18), 4459, 2022 | 37 | 2022 |
Improving reinforcement learning algorithms for dynamic spectrum allocation in cognitive sensor networks LR Faganello, R Kunst, CB Both, LZ Granville, J Rochol 2013 IEEE Wireless Communications and Networking Conference (WCNC), 35-40, 2013 | 34 | 2013 |
Improving network resources allocation in smart cities video surveillance R Kunst, L Avila, E Pignaton, S Bampi, J Rochol Computer Networks 134, 228-244, 2018 | 30 | 2018 |
Industrial intelligence in the care of workers’ mental health: A review of status and challenges C Goetz, R Bavaresco, R Kunst, J Barbosa International Journal of Industrial Ergonomics 87, 103234, 2022 | 17 | 2022 |
Soybean images dataset for caterpillar and Diabrotica speciosa pest detection and classification ME Mignoni, A Honorato, R Kunst, R Righi, A Massuquetti Data in Brief 40, 107756, 2022 | 14 | 2022 |
A systematic literature review of flying ad hoc networks: State‐of‐the‐art, challenges, and perspectives F Pasandideh, JPJ Costa, R Kunst, W Hardjawana, EP de Freitas Journal of Field Robotics 40 (4), 955-979, 2023 | 13 | 2023 |
Application of future 6G technology to support heavy data traffic in highly mobile networks R Kunst, E Pignaton, T Zhou, H Hu 2020 First International Conference of Smart Systems and Emerging …, 2020 | 11 | 2020 |
A resources sharing architecture for heterogeneous wireless cellular networks R Kunst, L Avila, E Pignaton, S Bampi, J Rochol 2016 IEEE 41st Conference on Local Computer Networks (LCN), 228-231, 2016 | 10 | 2016 |
Combining natural language processing and blockchain for smart contract generation in the accounting and legal field E Monteiro, R Righi, R Kunst, C da Costa, D Singh International Conference on Intelligent Human Computer Interaction, 307-321, 2020 | 9 | 2020 |
Data science methods and tools for industry 4.0: A systematic literature review and taxonomy HM Arruda, RS Bavaresco, R Kunst, EF Bugs, GC Pesenti, JLV Barbosa Sensors 23 (11), 5010, 2023 | 7 | 2023 |
Exploring publish/subscribe, multilevel cloud elasticity, and data compression in telemedicine VF Rodrigues, EP Paim, R Kunst, RS Antunes, CA da Costa, ... Computer Methods and Programs in Biomedicine 191, 105403, 2020 | 7 | 2020 |
Energy efficiency evaluation of the pulse shapes and modulation techniques for IR-UWB in WBANs LA de Ávila, R Kunst, E Pignaton, J Rochol, S Bampi 2016 IEEE International Conference on Electronics, Circuits and Systems …, 2016 | 7 | 2016 |
Predictive maintenance in the military domain: a systematic review of the literature J Dalzochio, R Kunst, JLV Barbosa, PCS Neto, E Pignaton, CS ten Caten, ... ACM Computing Surveys 55 (13s), 1-30, 2023 | 6 | 2023 |