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TITLE: Intelligent Data Reduction for IoT: A Context-Driven Framework
AUTHORS: Pioli, Laercio; De Macedo, Douglas D. J.; Costa, Daniel G. ; Dantas, Mario A. R.;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13

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TITLE: Kolmogorov-Arnold Networks under TinyML Constraints: A Study on SoC Estimation for Electric Vehicles
AUTHORS: Thommas Kevin Sales Flores; Morsinaldo De Medeiros; Marianne Batista Diniz Da Silva; Daniel Costa ; Ivanovitch Medeiros Dantas Silva;
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: On the spatiotemporal knowledge-driven vulnerability assessment of urban areas: A clustering-based approach Full Text
AUTHORS: Bittencourt, Joao Carlos N.; Costa, Daniel G. ; Portugal, Paulo ; Peixoto, Maycon L. M.; Vasques, Francisco;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, VOLUME: 127

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TITLE: On the Use of a Bike-Sharing System in Extreme Weather Events: The Case of Porto Alegre, Rio Grande do Sul, Brazil Full Text
AUTHORS: de Araujo, Kayck; Lima, Luciana; Dias, Mariana Andreotti; Costa, Daniel G. ; Silva, Ivanovitch;
PUBLISHED: 2025, SOURCE: SUSTAINABILITY, VOLUME: 17, ISSUE: 5

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TITLE: Quality-aware Sensors Positioning in Smart Cities: Enhancing Coverage in IoT-driven Urban Scenarios
AUTHORS: Gabriel Barreto; Thiago Jesus; Daniel Costa ; João S Catalão;
PUBLISHED: 2025, SOURCE: 51st Annual Conference of the IEEE Industrial Electronics Society, IECON 2025 in IECON Proceedings (Industrial Electronics Conference)

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TITLE: Quantifying the Carbon Footprint of Electric Vehicles in Sustainable Urban Mobility
AUTHORS: Thommas Flores; Morsinaldo Medeiros; Marianne Silva; Daniel G Costa ; Ivanovitch Silva;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Smart Cities Conference (ISC2)

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TITLE: TEDA-forecasting: an unsupervised tinyML incremental learning approach for outlier processing and forecasting Full Text
AUTHORS: Andrade, Pedro; Medeiros, Morsinaldo; Silva, Marianne; Costa, Daniel G. ; Silva, Ivanovitch;
PUBLISHED: 2025, SOURCE: COMPUTING, VOLUME: 107, ISSUE: 8

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TITLE: TensorFlores: An enhanced Python-based TinyML framework
AUTHORS: Flores, Thommas K. S.; Costa, Daniel G. ; Silva, Ivanovitch;
PUBLISHED: 2025, SOURCE: SOFTWAREX, VOLUME: 31

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TITLE: The Road to Intelligent Cities
AUTHORS: Bittencourt, Joao Carlos N.; Jesus, Thiago C.; Peixoto, Joao Paulo Just; Costa, Daniel G. ;
PUBLISHED: 2025, SOURCE: SMART CITIES, VOLUME: 8, ISSUE: 3

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