João Nuno Costa Gonçalves

Professor Auxiliar Convidado

Generic Bio

- Doutoramento em Engenharia Industrial e de Sistemas, Universidade do Minho
- Mestrado em Engenharia de Sistemas, Universidade do Minho
- Licenciatura em Matemática, Universidade do Minho
 

Coordenador da Licenciatura em Ciência de Dados Aplicada e da área científica de Computação e Ciência de Dados da Universidade Católica Portuguesa, Braga. Investigador integrado do CEGE – Centro de Estudos em Economia e Gestão da Católica Porto Business School.
Os seus principais interesses de investigação científica assentam nas áreas de:

1. Business Analytics
2. Time Series Forecasting
3. Statistical Learning

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
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
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
Outras

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

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

Preventing Computer Virus Prevalence using EpidemiologicalModeling and Optimal Control

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