João Nuno Costa Gonçalves

Professor Auxiliar Convidado
João Nuno Costa Gonçalves (3451)

jngoncalves@ucp.pt

Generic Bio

Doutorado em Engenharia Industrial e de Sistemas, Mestre em Engenharia de Sistemas e Licenciado em Matemática pela Universidade do Minho.
Professor Auxiliar Convidado a tempo integral na Universidade Católica Portuguesa (UCP-Braga) para a área científica de Ciência de Dados e membro da comissão de coordenação da Licenciatura em Ciência de Dados Aplicada da UCP.

Os seus principais interesses de investigação científica assentam nas áreas de:

  1. Aprendizagem Estatística/Automática Teórica e Aplicada
  2. Métodos e Modelos de Previsão de Séries Temporais
  3. Modelos Híbridos de Otimização Matemática
Programas:
Modules / Courses:
  • Análise de Dados e Visualização da Informação
  • Ética e Direito da Comunicação Digital
  • Análise Exploratória dos Dados
  • Análise Matemática I
  • Otimização para a Ciência de Dados
  • Preparação do Projeto Individual
  • Aprendizagem Estatística
Areas of Research:
Livro

A contribution of dynamical systems theory and epidemiological modeling to a viral marketing campaign

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2017. Advances in Intelligent Systems and Computing
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Artigo

A decision support system based on a multivariate supervised regression strategy for estimating supply lead times

João Nuno Costa Gonçalves (with Barros, J.). 2023. Engineering Applications of Artificial Intelligence
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Artigo

A hybrid bi-objective optimization approach for joint determination of safety stock and safety time buffers in multi-item single-stage industrial supply chains

João Nuno Costa Gonçalves (with Silva, P.M.). 2022. Computers and Industrial Engineering
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Outras

A Machine Learning Strategy for Estimating Supply Lead Times Towards Improved Safety Stock Dimensioning

João Nuno Costa Gonçalves (with Barros, J.). 2022. SSRN
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Artigo

A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2021. Decision Support Systems
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Artigo

Advancing logistics 4.0 with the implementation of a big data warehouse: A demonstration case for the automotive industry

João Nuno Costa Gonçalves (with Silva, N.). 2021. Electronics (Switzerland)
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Outras

Improving Inventory Management in an Automotive Supply Chain: A Multi-objective Optimization Approach Using a Genetic Algorithm

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2019. Springer Proceedings in Mathematics and Statistics
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Artigo

K-means clustering combined with principal component analysis for material profiling in automotive supply chains

João Nuno Costa Gonçalves (with Goncalves, J.N.C.). 2021. European Journal of Industrial Engineering
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Artigo

On the dynamics of a viral marketing model with optimal control using indirect and direct methods

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2018. Statistics, Optimization and Information Computing
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Artigo

Operations research models and methods for safety stock determination: A review

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2020. Operations Research Perspectives
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Artigo

Optimal control measures for a susceptible-carrier-infectious-recovered-susceptible malware propagation model

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2019. Optimal Control Applications and Methods
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Outras

Optimal control strategies for an advertisement viral diffusion

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2018. Springer Proceedings in Mathematics and Statistics
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Artigo

Preventing Computer Virus Prevalence using EpidemiologicalModeling and Optimal Control

João Nuno Costa Gonçalves (with Gonçalves, J.N.C.). 2020. Discontinuity, Nonlinearity, and Complexity
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