Laboratório de Sistemas Informáticos de Grande-Escala (LASIGE)
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
No data about last update.
Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 74
1 Team MembersFilters -> Year: 2026
1
TITLE: Managing Missing Data and Predictions in Short Time Series
AUTHORS: Francisco António; Luís Cavique ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 282-294
AUTHORS: Francisco António; Luís Cavique ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI, PAGES: 282-294
INDEXED IN: 
Scopus 
CrossRef
Scopus CrossRef2
TITLE: Municipal food waste collection strategies in Portugal: A dataset
AUTHORS: Alcalde, Diego del Oro; Bugarim, Diogo; Coelho, Telmo; Almeida, Emilia; Silva, Catarina; Cavique, Luis ; Dias Ferreira, Celia;
PUBLISHED: 2026, SOURCE: DATA IN BRIEF, VOLUME: 64, PAGES: 112374
AUTHORS: Alcalde, Diego del Oro; Bugarim, Diogo; Coelho, Telmo; Almeida, Emilia; Silva, Catarina; Cavique, Luis ; Dias Ferreira, Celia;
PUBLISHED: 2026, SOURCE: DATA IN BRIEF, VOLUME: 64, PAGES: 112374
3
TITLE: A machine learning framework for uplift modeling through customer segmentation
AUTHORS: Paulo Pinheiro; Luís Cavique ;
PUBLISHED: 2025, SOURCE: Decision Analytics Journal, VOLUME: 17, PAGES: 100639
AUTHORS: Paulo Pinheiro; Luís Cavique ;
PUBLISHED: 2025, SOURCE: Decision Analytics Journal, VOLUME: 17, PAGES: 100639
INDEXED IN: Scopus CrossRef
Scopus CrossRef4
TITLE: Imbalanced learning in corruption detection: results explanations with SHAP
AUTHORS: Vasconcelos, Marcelo Oliveira; Cavique, Luis ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 21, ISSUE: 1
AUTHORS: Vasconcelos, Marcelo Oliveira; Cavique, Luis ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 21, ISSUE: 1
5
TITLE: Large Language Model for Querying Databases in Portuguese
AUTHORS: Lourenço Figueiredo; Paulo Pinheiro; Luís Cavique ; Nuno Marques;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14969 LNAI, PAGES: 3-14
AUTHORS: Lourenço Figueiredo; Paulo Pinheiro; Luís Cavique ; Nuno Marques;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14969 LNAI, PAGES: 3-14
INDEXED IN: Scopus CrossRef
Scopus CrossRef6
TITLE: Mitigating false negatives in imbalanced datasets: An ensemble approach Full Text
AUTHORS: Vasconcelos, Marcelo; Cavique, Luis ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 262, PAGES: 125674
AUTHORS: Vasconcelos, Marcelo; Cavique, Luis ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 262, PAGES: 125674
7
TITLE: Assessment in Collaborative Learning: a Mediation Analysis Approach; [Evaluación en Aprendizaje Colaborativo: un enfoque de análisis de mediación]. A Mediation Analysis Approach Full Text
AUTHORS: Luís Cavique ; Rosário Ramos;
PUBLISHED: 2024, SOURCE: Revista de Educación a Distancia, VOLUME: 24, ISSUE: 80
AUTHORS: Luís Cavique ; Rosário Ramos;
PUBLISHED: 2024, SOURCE: Revista de Educación a Distancia, VOLUME: 24, ISSUE: 80
INDEXED IN: Scopus CrossRef
Scopus CrossRef8
TITLE: Data Science Maturity Model: From Raw Data to Pearl's Causality Hierarchy
AUTHORS: Cavique, Luis ; Pinheiro, Paulo; Mendes, Armando ;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801, PAGES: 326-335
AUTHORS: Cavique, Luis ; Pinheiro, Paulo; Mendes, Armando ;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801, PAGES: 326-335
9
TITLE: Implications of causality in artificial intelligence
AUTHORS: Cavique, Luis ;
PUBLISHED: 2024, SOURCE: FRONTIERS IN ARTIFICIAL INTELLIGENCE, VOLUME: 7
AUTHORS: Cavique, Luis ;
PUBLISHED: 2024, SOURCE: FRONTIERS IN ARTIFICIAL INTELLIGENCE, VOLUME: 7
10
TITLE: Inhomogenous Marketing Mix Diffusion
AUTHORS: Pinto, Luis G.; Cavique, Luis ; Gomes, Orlando ; Santos, Jorge M. A. ;
PUBLISHED: 2024, SOURCE: 15th Conference on Complex Networks (CompleNet) in COMPLEX NETWORKS XV, COMPLENET 2024, PAGES: 29-41
AUTHORS: Pinto, Luis G.; Cavique, Luis ; Gomes, Orlando ; Santos, Jorge M. A. ;
PUBLISHED: 2024, SOURCE: 15th Conference on Complex Networks (CompleNet) in COMPLEX NETWORKS XV, COMPLENET 2024, PAGES: 29-41
11
TITLE: Networks and Connectivity: Metrics and Models
AUTHORS: Luís Cavique ;
PUBLISHED: 2024, SOURCE: Integrated Science, VOLUME: 32, PAGES: 49-74
AUTHORS: Luís Cavique ;
PUBLISHED: 2024, SOURCE: Integrated Science, VOLUME: 32, PAGES: 49-74
INDEXED IN: Scopus
Scopus12
TITLE: A Data Science Maturity Model Applied to Students' Modeling
AUTHORS: Cavique, L ; Paulo Pombinho; Luís Correia ;
PUBLISHED: 2023, SOURCE: Emerging Science Journal, VOLUME: 7, ISSUE: 6, PAGES: 1976-1989
AUTHORS: Cavique, L ; Paulo Pombinho; Luís Correia ;
PUBLISHED: 2023, SOURCE: Emerging Science Journal, VOLUME: 7, ISSUE: 6, PAGES: 1976-1989
INDEXED IN: Scopus CrossRef
Scopus CrossRef13
TITLE: Causal machine learning in social impact assessment
AUTHORS: Nuno Castro Lopes; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 56-77
AUTHORS: Nuno Castro Lopes; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 56-77
INDEXED IN: Scopus CrossRef
Scopus CrossRef14
TITLE: Causality: The next step in artificial intelligence. The Next Step in Artificial Intelligence
AUTHORS: Luis Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 1-17
AUTHORS: Luis Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 1-17
INDEXED IN: Scopus CrossRef
Scopus CrossRef15
TITLE: Errors of Identifiers in Anonymous Databases: Impact on Data Quality
AUTHORS: Pombinho, P; Cavique, L ; Correia, L ;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS, PAGES: 547-556
AUTHORS: Pombinho, P; Cavique, L ; Correia, L ;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS, PAGES: 547-556
16
TITLE: Feature engineering: techniques and applications. Feature engineering: técnicas e aplicações
AUTHORS: Mariana Teixeira; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista de Ciências da Computação
AUTHORS: Mariana Teixeira; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista de Ciências da Computação
INDEXED IN: 
Handle
Handle17
TITLE: Impact of artificial intelligence in Industry 4.0 and 5.0
AUTHORS: Luiz Motinho; Luis Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 358-376
AUTHORS: Luiz Motinho; Luis Cavique ;
PUBLISHED: 2023, SOURCE: Philosophy of Artificial Intelligence and Its Place in Society, PAGES: 358-376
INDEXED IN: Scopus CrossRef
Scopus CrossRef18
TITLE: Integrated View of Teaching-Learning: the model of the Open University of Portugal; [Vue intégrée de l’enseignement-apprentissage: le modèle de l’Université Ouverte du Portugal]; [Visão Integrada do Ensino-Aprendizagem: aplicação do modelo da Universidade Aberta]; [Visión Integrada de Enseñanza-Aprendizaje: el modelo de la Universidad Abierta de Portugal]
AUTHORS: Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista Lusofona de Educacao, VOLUME: 60, ISSUE: 60, PAGES: 31-54
AUTHORS: Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista Lusofona de Educacao, VOLUME: 60, ISSUE: 60, PAGES: 31-54
INDEXED IN: Scopus
Scopus19
TITLE: Modeling an information system for a basketball club. Modelação de um sistema de informação de um clube de basquetebol
AUTHORS: Pedro Rocha; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista de Ciências da Computação
AUTHORS: Pedro Rocha; Luís Cavique ;
PUBLISHED: 2023, SOURCE: Revista de Ciências da Computação
INDEXED IN: Handle
Handle20
TITLE: Bringing Underused Learning Objects to the Light: A Multi-agent Based Approach
AUTHORS: Behr, Andre; Cascalho, Jose ; Mendes, Armando ; Guerra, Helia; Cavique, Luis ; Trigo, Paulo ; Coelho, Helder; Vicari, Rosa;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566, PAGES: 751-763
AUTHORS: Behr, Andre; Cascalho, Jose ; Mendes, Armando ; Guerra, Helia; Cavique, Luis ; Trigo, Paulo ; Coelho, Helder; Vicari, Rosa;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566, PAGES: 751-763
