Browsing by MSc and PhD Mestrado em Ciência de Dados

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Issue DateTitleAuthor(s)TypeAccess Type
18-Dec-2023Addressing data imbalance in customer churn prediction: A novel approach for telecommunications companiesOliveira, Gonçalo Xavier CotaMaster ThesisOpen Access
28-Nov-2023Anti-Russia or anti-Ukraine: How do Twitter users feel about the ongoing conflict between August 2022 and February 2023? A sentiment analysis approachRodrigues, Márcia PicoMaster ThesisOpen Access
13-Dec-2024Applications Lean Six Sigma and data science in Amadora/Sintra Local Health Unit (ULS)Silva, Vilma daMaster ThesisRestricted Access
16-Dec-2024Automatic hate speech detection in portuguese social mediaRamos, Gil Antunes Silva NogueiraMaster ThesisOpen Access
20-Dec-2023Blockchain digital twins with decentralized storage and provenanceQueirós, José Pedro CamiloMaster ThesisRestricted Access
15-Nov-2024Classic car spare parts for restoration: International supply chain and environmental impactCelorico, Maria Inês MonteiroMaster ThesisOpen Access
14-Nov-2023Classificação de tendências e previsão de preço do Índice S&P 500: Trading recorrendo a deep learning e XGBoostNeves, Marta Sofia Morgado dasMaster ThesisOpen Access
23-Nov-2023Criação de um programa de fidelidade baseado em análise de cluster em uma empresa de segurança privadaSousa, Arthur Vale Franklin deMaster ThesisRestricted Access
19-Dec-2022Cryptocurrency price prediction using LSTM neural networksPereira, José Luís AlmeidaMaster ThesisOpen Access
3-Dec-2024Da voz aos sentimentos: Transcrição automática com vista ao controlo de qualidade de chamadas telefónicasMorais, Inês Filipa CorreiaMaster ThesisEmbargoed Access
16-Dec-2024Data augmentation with GANs applied to healthcareFaria, Carlos Daniel CostaMaster ThesisOpen Access
13-Dec-2024Data grouping by performance characteristics of athletes in Portugal’s first football leagueSilva, João Carlos Pereira daMaster ThesisOpen Access
16-Nov-2023Data science applied to public fund managementMartins, Tiago Afonso FradeMaster ThesisOpen Access
27-Nov-2024Decoding the numbers and language behind financial statement fraudOliveira, João de Brito Brás deMaster ThesisOpen Access
15-Nov-2024Deep learning for personal protection equipment (PPE) detection in real-life scenariosFerreira, João Pedro TomásMaster ThesisEmbargoed Access
28-Dec-2022Deep learning-based graffiti detection: A study using images from the streets of LisbonFogaça, Joana PereiraMaster ThesisOpen Access
5-Dec-2022Deep reinforcement learning for investing: A quantamental approach for portfolio managementMaltêz, Fábio Alexandre AfonsoMaster ThesisOpen Access
9-Dec-2022Determination of crop coefficient (kc) based on machine learning NDVI time series modelsDuarte, Guilherme Filipe ToméMaster ThesisOpen Access
19-Dec-2024Development of the InCITIES observatory focused on inclusion, sustainability and resilience indicators for citiesSantos, Beatriz Oliveira de La Fuente dosMaster ThesisRestricted Access
13-Dec-2023Digital twins and data sharingAugusto, Bernardo Antunes GomesMaster ThesisRestricted Access