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OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2025, PT II

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Papers16
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Journal Papers 16
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Macroeconomics' Forecasting Using Machine Learning Approaches by Policy Makers: A Case Study Analysis
deleteOPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2025, PT II
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deleteKlein, Luan C.; de Souza, Andrea; Pereira, Ana, I; Lima, Jose
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OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data
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deleteWette, Sebastian; Heinrichs, Florian
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Renewable Energy Into Sustainability Metrics: A Multicriteria Decision
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deleteRodrigues, Helena Sofia; Garcia, Jorge Esparteiro; Silva, Angela
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Reward-Function Design for Discrete and Continuous Mapless Navigation
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deleteKok, Vernon; Ezugwu, Absalom; Olusanya, Micheal
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TI-FPCA: Effective and Interpretable Dimensionality Reduction with Transform-Invariant Functional Principal Component Analysis
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deleteHeinrichs, Florian
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Partial Knowledge Predictive Models for Hydrocarbon Storage
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deleteGiampaoli, Daniele; Parodi, Guido; Cipollini, Francesca; Vattakunnel, Shaji; Gambelli, Alberto Maria; Oneto, Luca
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Markerless Geometric Inspection Planning Based on Greedy Algorithm with Registration Stability Constraint
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deleteSalaets, Rob; Vangilbergel, Merijn; Bey-Temsamani, E. D. Abdellatif; Dehaeck, Sam
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Districting Methods for Water Distribution Networks
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deleteBonventre, Daniele; Cipollini, Francesca; Oneto, Luca; Spreafico, Giorgio
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Application of Continuous and Periodic Review Models to Optimize Inventory Management in Dynamic Demand Scenarios
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deleteSimoes, Laura; Ferreira, Ana C.; Silva, Angela
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Social Context in Fake News Diffusion
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deleteRibeiro, Marta; Botelho, Daniel; Monteiro, M. Teresa; Teixeira, Senhorinha
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Enhancing Soil Organic Carbon Prediction: A Machine Learning Approach with Outlier Removal
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deleteJanoni Lima, Arthur A.; Castro Lopes, Julio; Hernandez, Zulimar; de Figueiredo, Tomas; Vidal-Vazquez, Eva; Pedro Lopes, Rui
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Prediction of Average Power Produced by Wind Turbines Using MLP Neural Networks
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deleteCampos, Leticia Goes; Luiz, Luiz E.; Braga Poubel, Raphael Paulo; Teixeira, Joao Paulo
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A Personalized Math Learning Experience with Clustering and Random Forest Algorithms
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deleteAzevedou, Beatriz Flamia; Silva, Tania; Leite, Gabriel A.; Bezerra, Ana J. B.; Fatima Pacheco, M.; Fernandes, Florbela P.; Oneto, Luca; Sirmakessis, Spiros; Guerrero-Garcia, Pablo; Hendrix, Eligius M. T.; Kosir, Andrej; Pereira, Ana, I
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Object Classification Using 2D-LiDAR and YOLO for Robot Navigation
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deleteNajem, Ali; Kuiper, Lars; Jansen, Thijs P.; Brandao, Alexandre S.; Martins, Felipe N.
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AI-Powered Tutoring for Personalized Learning
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deleteGjermeni, Frida; Sena, Ines; Prodani, Fatmira; Pereira, Ana, I
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A Secure Architecture for Supply-Chain Orders Exchange Between Textile and Clothing Companies
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deleteTorres, Nuno; Chaves, Ana; Costa, Tiago; Alves, Marcelo; Mota, Bruno; Sousa, Cristovao; Malta, Silvestre; Pinto, Pedro
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