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 is an Invited Assistant Professor at the Department of Information Systems, University of Minho – Portugal, Ph.D. in Advanced Engineering Systems for Industry and a Data scientist at DTx - Digital Transformation CoLAB. He holds his M.Sc. in Telecommunication and Informatics Engineering at the same university. He is a member of the ALGORITMI Research Centre and 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
