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Publications

  • DALZOCHIO, J., KUNST, R., BARBOSA, J., NETO, P., FREITAS, E., CATEN, C., PENHA, A. Predictive maintenance in the military domain: A systematic review of the literature. ACM Computing Surveys, 2023. [to appear]
  • VIANNA, A., MARTINS, M., CORTES, E., RIGO, S., KUNST, R. Integrating Frame Semantics in Lexical Substitution Tasks to Improve Lexical Precision. 16th International Cognitive Linguistics Conference, 2023, Düsseldorf, Germany [to appear].
  • NETO, PEDRO CLARINDO DA SILVA; Kunst, Rafael; BARBOSA, JORGE LUIS VICTORIA; LEINDECKER, ANA PAULA THIESEN; SAVARIS, RICARDO F. Breast cancer dataset with biomarker Biglycan. DATA IN BRIEF. 2023 [doi]
  • PASANDIDEH, F. ; DA COSTA, JOÃO PAULO J. ; KUNST, R. ; HARDJAWANA, WIBOWO ; PIGNATON DE FREITAS, EDISON . A systematic literature review of flying ad hoc networks: State¿of¿the¿art, challenges, and perspectives. Journal of Field Robotics, v. 1, p. 1, 2023 [doi].
  • KEMPS, R.; DALZOCHIO, J.; KUNST, R.; Oliveira, K. An Approach Based on Machine Learning for Predicting Software Design Problems In: Simpósio Brasileiro de Sistemas de Informação, 2023, Meceió. Anais do SBSI 2023. , 2023. [to appear]
  • GOETZ, C. ; BAVARESCO, R. ; KUNST, R. ; BARBOSA, J. L. V. . Industrial intelligence in the care of workers? mental health: A review of status and challenges. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, v. 87, p. 103234, 2022 [doi].
  • COSTA, LUIS ANTONIO L. F. DA ; Kunst, Rafael ; DE FREITAS, EDISON PIGNATON . Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity. COMPUTING, v. X, p. 1, 2022 [doi].
  • MONTEIRO, E. ; MIGNONI, M. E. ; RIGHI, RODRIGO DA ROSA ; COSTA, C. A. ; KUNST, R. ; BARBOSA, J. L. V. ; ALBERTI, A. . On Proposing an Intelligent Model for Tracking Agrochemicals. Internet Technology Letters, v. 00, p. 1-6, 2022 [doi].
  • PASANDIDEH, FAEZEH ; DA COSTA, JOÃO PAULO J. ; Kunst, Rafael ; ISLAM, NAHINA ; HARDJAWANA, WIBOWO ; PIGNATON DE FREITAS, EDISON . A Review of Flying Ad Hoc Networks: Key Characteristics, Applications, and Wireless Technologies. Remote Sensing, v. 14, p. 4459, 2022 [doi].
  • DALZOCHIO, JOVANI ; Kunst, Rafael ; BARBOSA, JORGE LUIS VICTÓRIA ; VIANNA, HENRIQUE DAMASCENO ; DE OLIVEIRA RAMOS, GABRIEL ; PIGNATON, EDISON ; BINOTTO, ALECIO ; FAVILLA, JOSE . ELFpm: A machine learning framework for industrial machines prediction of remaining useful life. NEUROCOMPUTING, v. 512, p. 420-442, 2022 [doi].
  • ZONTA, T. ; COSTA, C. A. ; ZEISER, F. A. ; RAMOS, G. O. ; KUNST, R. ; RIGHI, R. R. . A predictive maintenance model for optimizing production schedule using deep neural networks. JOURNAL OF MANUFACTURING SYSTEMS, v. 62, p. 450-462, 2022 [doi].
  • RAVI, R. V. ; GHONGE, M. M. ; BEEVI, P. F. ; KUNST, R. . Need, Role, and Impact of Blockchain in the Manufacturing and Logistics Industries. In: S. B. Goyal; Nijalingappa Pradeep; Piyush Kumar Shukla; Mangesh M. Ghonge; Renjith V. Ravi. (Org.). Utilizing Blockchain Technologies in Manufacturing and Logistics Management. 1ed.Hershey: IGI Global, 2022 [doi]
  • SANTOS, R. C. ; REIS, M. ; KUNST, R. . RECIPROCAL AND NON-RECIPROCAL TRADE AGREEMENTS: WHAT MATTERS TO PROMOTE AND DIVERSIFY THE EXPORTS OF THE WORLD’S LEAST DEVELOPED COUNTRIES?. In: 50º Encontro Nacional de Economia, 2022, Fortaleza. Anais do 50º Encontro Nacional de Economia, 2022. v. 1. p. 1-19.
  • FRAGA, V. ; SCHREIBER, L. ; KUNST, R. ; BARBOSA, J. L. V. ; RAMOS, G. O. . A machine learning pipeline for extracting decision-support features from traffic scenes. In: International Workshop on Agents in Traffic and Transportation 2022, 2022, Viena, Áustria. International Workshop on Agents in Traffic and Transportation 2022, 2022.
  • KEMPS, R. ; Oliveira, K. ; KUNST, R. . On the prediction of source code design problems: A systematic mapping study. JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY, 2022.
  • MONTEIRO, E.; MIGNONI, M. E.; RIGHI, RODRIGO DA ROSA; COSTA, C. A.; KUNST, R.; ALBERTI, A. Combinando Internet das Coisas, Inteligência Artificial e Blockchain para Monitorar a Cadeia de Agroquímicos In: Simpósio Brasileiro de Computação Ubíqua e Pervasiva, 2021 [in Portuguese].
  • VIEGAS, F.; HECKLER, H.; KUNST, R.; BARBOSA, J. UFollower: A model for Smart Cities based on Ubiquitous Security and Surveillance. IEEE Latin American Transactions, 2021 [doi]
  • FRANCESCHINI, P.; PORTO, J.; KUNST, R. Ferramenta de Visualização de Dados Públicos da Saúde Disponibilizados pelo DATASUS. International Conference on Information Resources Management (CONF-IRM). Linz, Austria, 2021 [in Portuguese]
  • SAVARIS, R. ; PUMI, G. ; DALZOCHIO, J. ; KUNST, R. Stay-at-home policy is a case of exception fallacy. An internet-based ecological study. Scientific Reports, Nature, 2021 [doi].
  • Monteiro, Emiliano; Righi, Rodrigo; Kunst, Rafael; da Costa, Cristiano; Singh, Dhananjay. Combining Natural Language Processing and Blockchain for Smart Contract Generation in the Accounting and Legal Field. In Lecture Notes in Computer Science. e ed 1, 307-321: Springer International Publishing, 2021 [doi]
  • KUNST, R.; FREITAS, E. P. ; ZHOU, T. ; HU, H. . Application of future 6G technology to support heavy data traffic in highly mobile networks. In: International Conference of Smart Systems and Emerging Technologies (SMARTTECH 2020), 2020, Riyadh, Saudi Arabia, 2020. p. 144-148. [doi]
  • SOUZA, R. P. ; KERN, A. P. ; KUNST, R. Investigação de Sensor de Varredura 3D de baixo custo para acompanhamento de obras. In: Encontro Nacional de Tecnologia do Ambiente Construído (ENTAC 2020), 2020.
  • MONTEIRO, E. ; RIGHI, RODRIGO DA ROSA ; KUNST, R. ; COSTA, C. A. Um protótipo para geração de contratos inteligentes a partir da legislação fiscal e contábil vigente. In: Innovation Tech Knowledge (ITK), 2020 [received the best paper award].
  • DALZOCHIO, J. ; FREITAS, E. P. ; BINOTTO, A. ; SANYAL, S. ; FAVILLA, J. ; BARBOSA, J. L. V. ; KUNST, R. Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges. COMPUTERS IN INDUSTRY, v. 123, p. 103298, 2020 [doi]
  • Rodrigues, V.; Paim, E.; Kunst, R.; Antunes, R.; Costa, C.; Righi, R. Exploring Publish/Subscribe, Multilevel Cloud Elasticity, and Data Compression in Telemedicine. Computer Methods and Programs in Biomedicine. 2020 [doi]
  • Righi, R.; Goldschmidt, G.; Kunst, R.; Deon, C.; Costa, C.; Towards combining data prediction and Internet of Things to manage milk production on dairy cows. Computers and Electronics in Agriculture. 2020 [doi]
  • MARQUES, PATRIC ; MANFROI, DIOGO ; DEITOS, EDUARDO ; CEGONI, JONATAN ; CASTILHOS, RODRIGO ; Rochol, Juergen ; PIGNATON, EDISON ; Kunst, Rafael . An IoT-based smart cities infrastructure architecture applied to a waste management scenario. Ad Hoc Networks, v. 87, p. 200-208, 2019 [doi].
  • Venturini, S.; Rech, C.; Schneider, P.; Kunst, R. Real-Time Density Measurement of Alcoholic Fermentation of Craft Beer. 25th International Congress of Mechanical Engineering. Uberlandia, 2019 [doi]
  • Santana, A.; Goldschmidt, G.; Righi, R.; Costa, A.; Kunst, R.; Kim, D.; Singh, M. Reducing Cost and Time-to-Market on Supporting Driver Assistance Systems to Avoid Rear-end Collisions in Vehicles Traffic. IEEE 17th International Conference on Embedded and Ubiquitous Computing (EUC). New York, 2019 [doi]
  • Marques, P.; Manfroi, D.; Deitos, E.; Cegoni, J.; Castilhos, R.; Rochol, J.; Pignaton, E.; Kunst, R. An IoT-based smart cities infrastructure management architecture. Elsevier Ad Hoc Networks Journal. 2019 [doi]
  • Kunst, R.; Avila, L.; Binotto, A.; Pignaton, E.; Bampi, S.; Rochol, J. Improving Devices Communication in Industry 4.0 Wireless Networks. Engineering Applications of Artificial Intelligence, 2019 [doi]
  • Kunst, Rafael; Avila, L.; Pignaton, E.; Bampi, S.; Rochol, J. Improving Network Resources Allocation in Smart Cities Video Surveillance. Elsevier Computer Networks, 2018. [doi]
  • Fernandez, J.; Kunst, R.; Rochol, J. A cognitive algorithm for traffic steering in LTE-LSA/Wi-Fi resource sharing scenarios. In: IEEE International Conference on Communications (ICC). Paris, 2017. [doi]
  • Kunst, R.; Avila, L.; Pignaton, E.; Bampi, S.; Rochol, J. Improving QoS in multi-operator cellular networks. In: IEEE 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). New York, 2016 [doi]
  • Kunst, R.; Avila, L.; Pignaton, E.; Bampi, S.; Rochol, J. A Resources Sharing Architecture for Heterogeneous Wireless Cellular Networks. In: IEEE 41st Conference on Local Computer Networks (LCN). Dubai, 2016. [doi]
  • Avila, L. ; Kunst, R.; Pignaton, E.; Rochol, J.; Bampi, S. Energy efficiency evaluation of the pulse shapes and modulation techniques for IR-UWB in WBANs. In: IEEE International Conference on Electronics, Circuits and Systems (ICECS). Monte Carlo, 2016. [doi]
  • Faganello, L. ; Both, C.; Kunst, R.; Granville, L.; Rochol, J. Improving Reinforcement Learning Algorithms for Dynamic Spectrum Allocation in Cognitive Sensor Networks. In: IEEE Wireless Communications and Networking Conference, Shanghai, 2013. [doi]
  • Both, C.; Kunst, R.; Henes, F. Channel Encoding Block for Mobile WiMAX Networks Using Reconfigurable Hardware. Journal of Applied Computing Research, 2012. [doi]
  • Both, C.; Granville, L.; Kunst, R.; Rochol, J.; Marquezan, C. A self-adapting connection admission control solution for mobile WiMAX: Enabling dynamic switching of admission control algorithms based on predominant network usage profiles. Journal of Network and Computer Applications, 2011. [doi]
  • Kunst, R.; Both, C.; Granville, L.;  Rochol, J. On the impact of hybrid errors on mobile WiMAX networks. Computer Networks, 2011. [doi]
  • Kunst, R.; Both, C.; Granville, L. ; Rochol, J. Proposal of an error sequence generator applied to the performance analysis of IEEE 802.16. In: European Wireless Conference (EW). Aalborg, 2009.
  • Both, C.; Camargo, E.; Kunst, R. ; Granville, L. ; Rochol, J. Analysis of WiMAX bandwidth allocation mechanis considering physical conditions. In: IEEE International Symposium on Wireless Communication Systems (ISWCS). Reykjavik, 2008.
  • Kunst, R.; Both, C.; Rochol, J. Performance Evaluation of Burst Profiles in IEEE 802.16 Considering Variable Channel Bandwidth. In: IEEE COLCOM. Bogotá, 2007.