ProfileOfResearchers

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TITLE: Cross-City Generalization of Air Quality Prediction: A Domain-Adversarial Learning Approach
AUTHORS: Mariaelena Berlotti; Sarah Di Grande; Salvatore Cavalieri; Daniel Costa ;
PUBLISHED: 2025, SOURCE: 11th IEEE International Smart Cities Conference, ISC2 2025 in Proceedings of the 11th IEEE International Smart Cities Conference:Resilient and Sustainable Smart Communities, ISC2 2025

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TITLE: Data-Driven Prediction of High-Risk Situations for Cyclists Through Spatiotemporal Patterns and Environmental Conditions
AUTHORS: Sarah Di Grande; Mariaelena Berlotti; Salvatore Cavalieri; Daniel Costa ;
PUBLISHED: 2025, SOURCE: Proceedings of the 14th International Conference on Data Science, Technology and Applications

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TITLE: Dependability-Driven Planning of Wireless Sensor Networks for Smart Cities Using Machine Learning
AUTHORS: Jesus, Thiago C.; Flores, Thommas; Bittencourt, Joao Carlos N.; Silva, Ivanovitch; Costa, Daniel G. ; Catalao, Joao P. S.;
PUBLISHED: 2025, SOURCE: 51st Conference of the Industrial Electronics Society-IECON-Annual in IECON 2025-51ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY

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TITLE: Edge-AI Framework for Fire Detection in Wildland-Urban Interface using TinyML
AUTHORS: Rodrigo Santa Comba Coelho da Silva; João Carlos Bittencourt; Daniel Costa ;
PUBLISHED: 2025, SOURCE: 30th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2025 in IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

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TITLE: Embedded AI for Intelligent Wildfire Monitoring: A Multi-Sensor and Vision-Driven Approach
AUTHORS: Bittencouret, Joao Carlos N.; Flores, Thommas; Jesus, Thiago C.; Silva, Ivanovitch; Costa, Daniel G. ;
PUBLISHED: 2025, SOURCE: 51st Conference of the Industrial Electronics Society-IECON-Annual in IECON 2025-51ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY

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TITLE: Emergency management in the age of smart cities: toward safer urban futures
AUTHORS: Daniel G Costa ;
PUBLISHED: 2025, SOURCE: Smart Construction and Sustainable Cities, VOLUME: 3, ISSUE: 1

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TITLE: Emergency response in smart 15-minute cities: the space-time compression
AUTHORS: Westbrook, Tegg; Costa, Daniel G. ;
PUBLISHED: 2025, SOURCE: URBAN, PLANNING AND TRANSPORT RESEARCH, VOLUME: 13, ISSUE: 1

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TITLE: Energy management in smart grids: An Edge-Cloud Continuum approach with Deep Q-learning
AUTHORS: Barros, E. B. C.; Souza, W. O.; Costa, D. G. ; Rocha Filho, G. P.; Figueiredo, G. B.; Peixoto, M. L. M.;
PUBLISHED: 2025, SOURCE: FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, VOLUME: 165

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