Algoritmi | User | Júlio Dinis Lopes de Barros
Júlio Dinis Lopes de Barros
Júlio Dinis Lopes de Barros
At LASI
Other with MSc
Member of the CALG R&D Unit
Academic Degree
MSc
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
b7279@lasi.iotech.ptOrcid
0000-0002-2479-885XResearcher ID
FCT Public Key
J684585aakbj
Ciência ID
Google Scholar
About Me 
Júlio Barros received the M.Sc. degree in telecommunications and informatics engineering and a Ph.D. in advanced engineering systems for industry, specialising in computer and information systems, particularly in Artificial Intelligence, from the University of Minho. He is currently an Assistant Professor at the Faculty of Science and Technology of the University of Cabo Verde, where he also serves as Director of the master’s degree in computer engineering, and Coordinator of the specialised committee of technology and engineering of the Scientific Council. Previously, he worked as an Invited Professor at the Department of Information Systems at the University of Minho in Portugal and as a senior Data Scientist at DTx - Digital Transformation CoLAB, being an integral part of the Data Science & Machine Learning team. His main research interests lie in Machine Learning and Decision Support Systems.
Publications (12)
A machine learning-based framework for predicting supply delay risk using big data technology
INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
2025 | journal-article
An intelligent decision support system for estimating supply lead times towards improved safety stock dimensioning
2023 | dissertation-thesis
A decision support system based on a multivariate supervised regression strategy for estimating supply lead times
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2023 | journal-article
Predicting Weighing Deviations in the Dispatch Workflow Process: A Case Study in a Cement Industry
IEEE ACCESS
2023 | journal-article
A Machine Learning Strategy for Estimating Supply Lead Times Towards Improved Safety Stock Dimensioning
2022 | other
A systematic literature review about dimensioning safety stock under uncertainties and risks in the procurement process
OPERATIONS RESEARCH PERSPECTIVES
2021 | journal-article
Advancing Logistics 4.0 with the Implementation of a Big Data Warehouse: A Demonstration Case for the Automotive Industry
ELECTRONICS
2021 | journal-article
An Agile Modeling Oriented Process for Logical Architecture Design
ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING, BPMDS 2018 AND EMMSAD 2018
2018 | journal-article
An experience report on using architectural models within distributed Scrum teams contexts
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Deriving user stories for distributed Scrum teams from iterative refinement of architectural models
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Incremental architectural requirements for agile modeling: a case study within a Scrum project
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Mobile application to support for the management of loans and reserves of publications in libraries of the University of Minho
2015 | dissertation-thesis
A machine learning-based framework for predicting supply delay risk using big data technology
INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
2025 | journal-article
An intelligent decision support system for estimating supply lead times towards improved safety stock dimensioning
2023 | dissertation-thesis
A decision support system based on a multivariate supervised regression strategy for estimating supply lead times
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2023 | journal-article
Predicting Weighing Deviations in the Dispatch Workflow Process: A Case Study in a Cement Industry
IEEE ACCESS
2023 | journal-article
A Machine Learning Strategy for Estimating Supply Lead Times Towards Improved Safety Stock Dimensioning
2022 | other
A systematic literature review about dimensioning safety stock under uncertainties and risks in the procurement process
OPERATIONS RESEARCH PERSPECTIVES
2021 | journal-article
Advancing Logistics 4.0 with the Implementation of a Big Data Warehouse: A Demonstration Case for the Automotive Industry
ELECTRONICS
2021 | journal-article
An Agile Modeling Oriented Process for Logical Architecture Design
ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING, BPMDS 2018 AND EMMSAD 2018
2018 | journal-article
An experience report on using architectural models within distributed Scrum teams contexts
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Deriving user stories for distributed Scrum teams from iterative refinement of architectural models
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Incremental architectural requirements for agile modeling: a case study within a Scrum project
19TH INTERNATIONAL CONFERENCE ON AGILE SOFTWARE DEVELOPMENT (XP '18)
2018 | journal-article
Mobile application to support for the management of loans and reserves of publications in libraries of the University of Minho
2015 | dissertation-thesis
