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When: October 31st, from 9:00 to 11:59 AM (Sao Paulo time), online. In the first session, Portuguese will be the official language, with presentations from Angola, Guinea-Bissau, and Mozambique. In the second session, English will be the official language, with presentations from Cameroon, Ghana, and Nigeria. First session: 1) Antonio Pedro (UFOP): Previsão de séries temporais epidemiológicas a partir de redes neurais de grafos e redes de mobilidade 2) Ricardo Faustino (UFOP): Predictive Feasibility Analysis of Dengue Outbreaks in the State of Minas Gerais through the Integration of Climate Data, Mobility, and Machine Learning (GNN) 3) Suleimane Ducure (UFOP): Diferentes Noções de Vizinhança para a Predição de Séries Temporais em Vértices do Grafo 4) Muhate Silva (UNIFESP): Design de Corredores Ecológicos de Custo Mínimo via Otimização 5) Moreira Araujo (UFOP) : Meta Aprendizado Não Supervisado para Otimização de Hiperparâmetros 6) Lucrencio Macarringue (Cemaden) - Desafios na Realização de Pesquisas em Moçambique Second session: 1) Roger Ngassi (UFOP): Statistical Inference and Its Application in Machine Learning 2) Abayomi Bankole (UNESP): From Pixels to Particles: Machine Learning Segmentation for Autonomous Flocculation Kinetics Analysis in Water Treatment 3) Idowu Raji (INPE): Solar Irradiance Prediction with an Integrated Multi-Model Approach 4) Emmanuel Babajide (INPE): Interdependencies of Hydrological, Street, and Mobility Networks: A Complex Network Analysis of the Tamanduateí River Basin, São Paulo 5) Ebenezer Agyei-Yeboah (UNIVAP): Exploring Ionospheric Variability: Perspectives from Ghana to Brazil Contact: Dr. Leonardo Santos (Cemaden) - [email protected], Dr. Elton Escobar (Cemaden) - [email protected], Dr. Vander Freitas (UFOP) - [email protected]