João Gonçalves

Dr. João Gonçalves


Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 September 2021 in Electronics
Verified
Journal Article
Open access
PDF file
NSNuno Silva
Nuno Silva
JBJúlio Barros
Júlio Barros
MSMaribel Yasmina Santos
Maribel Yasmina Santos
CCCarlos Costa
Carlos Costa
PCPaulo Cortez
Paulo Cortez
JGJoão Gonçalves
João Gonçalves
The constant advancements in Information Technology have been the main driver of the Big Data concept’s success. With it, new concepts such as Industry 4.0 and Logistics 4.0 are arising. Due to the increase in data volume, velocity, and variety, organizations are now looking to their data analytics infrastructures and searching for approaches to improve their decision-making capabilities, in order to enhance their results using new approaches such as Big Data and Machine Learning. The implementation of a Big Data Warehouse can be the first step to improve the organizations’ data analysis infrastructure and start retrieving value from the usage of Big Data technologies. Moving to Big Data technologies can provide several opportunities for organizations, such as the capability of analyzing an enormous quantity of data from different data sources in an efficient way. However, at the same time, different challenges can arise, including data quality, data management, and lack of knowledge within the organization, among others. In this work, we propose an approach that can be adopted in the logistics department of any organization in order to promote the Logistics 4.0 movement, while highlighting the main challenges and opportunities associated with the development and implementation of a Big Data Warehouse in a real demonstration case at a multinational automotive organization.

27 December 2024 in Computers in Industry
Verified
Journal Article
Closed access
MRMarcelo I. Reis
Marcelo I. Reis
JGJoão Gonçalves
João Gonçalves
PCPaulo Cortez
Paulo Cortez
MCM. Sameiro Carvalho
M. Sameiro Carvalho
João M. FernandesJoão M. Fernandes
João M. Fernandes

12 April 2019 in Optimal Control Applications and Methods
Verified
Journal Article
Closed access
PDF file
JGJoão Gonçalves
João Gonçalves
HRHelena Sofia Rodrigues
Helena Sofia Rodrigues
MMMaria Teresa Torres Monteiro
Maria Teresa Torres Monteiro

2 November 2018 in Statistics, Optimization & Information Computing
Verified
Journal Article
Open access
PDF file
JGJoão Gonçalves
João Gonçalves
MMM. Teresa T. Monteiro
M. Teresa T. Monteiro
HRHelena Sofia Rodrigues
Helena Sofia Rodrigues
On the Dynamics of a Viral Marketing Model with Optimal Control using Indirect and Direct Methods