Artificial Intelligence and Computer Science Laboratory (LIACC)
Laboratório de Inteligência Artificial e Ciência de Computadores
AuthID: I-000-18J
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: 2946
85 Team MembersFilters -> Year: 2025
41
TITLE: Integrating Machine Learning and Digital Twins for Enhanced Smart Building Operation and Energy Management: A Systematic Review
AUTHORS: Palley, Bruno ; João Poças Martins ; Bernardo, Hermano ; Rossetti, Rosaldo;
PUBLISHED: 2025, SOURCE: URBAN SCIENCE, VOLUME: 9, ISSUE: 6, PAGES: 202
AUTHORS: Palley, Bruno ; João Poças Martins ; Bernardo, Hermano ; Rossetti, Rosaldo;
PUBLISHED: 2025, SOURCE: URBAN SCIENCE, VOLUME: 9, ISSUE: 6, PAGES: 202
42
TITLE: JEMA-SINDYc: End-to-end Control using Joint Embedding Multimodal Alignment in Directed Energy Deposition
AUTHORS: Sousa, Joao; Brandau, Benedikt; Hemschik, Rico; Darabi, Roya; Sousa, Armando ; Reis, Luis Paulo ; Brueckner, Frank; Reis, Ana;
PUBLISHED: 2025, SOURCE: ADDITIVE MANUFACTURING, VOLUME: 109, PAGES: 104888
AUTHORS: Sousa, Joao; Brandau, Benedikt; Hemschik, Rico; Darabi, Roya; Sousa, Armando ; Reis, Luis Paulo ; Brueckner, Frank; Reis, Ana;
PUBLISHED: 2025, SOURCE: ADDITIVE MANUFACTURING, VOLUME: 109, PAGES: 104888
43
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: 
DBLP
DBLP44
TITLE: Latency and cost-aware consumer group autoscaling in message broker systems
AUTHORS: Diogo Landau; Nishant Saurabh; Xavier Andrade; Jorge G Barbosa ;
PUBLISHED: 2025, SOURCE: J. Parallel Distributed Comput., VOLUME: 201, PAGES: 105071
AUTHORS: Diogo Landau; Nishant Saurabh; Xavier Andrade; Jorge G Barbosa ;
PUBLISHED: 2025, SOURCE: J. Parallel Distributed Comput., VOLUME: 201, PAGES: 105071
INDEXED IN: DBLP
DBLP45
TITLE: Leveraging Risk Models to Improve Productivity for Effective Code Un-Freeze at Scale Full Text
AUTHORS: Audris Mockus; Rui Abreu ; Peter C Rigby; David Amsallem; Parveen Bansal; Kaavya Chinniah; Brian Ellis; Peng Fan; Jun Ge; Bingjie He; Kelly Hirano; Sahil Kumar; Ajay Lingapuram; Andrew Loe; Megh Mehta; Venus Montes; Maher Saba; Gursharan Singh; Matt Steiner; Weiyan Sun; ...More
PUBLISHED: 2025, SOURCE: ACM Transactions on Software Engineering and Methodology
AUTHORS: Audris Mockus; Rui Abreu ; Peter C Rigby; David Amsallem; Parveen Bansal; Kaavya Chinniah; Brian Ellis; Peng Fan; Jun Ge; Bingjie He; Kelly Hirano; Sahil Kumar; Ajay Lingapuram; Andrew Loe; Megh Mehta; Venus Montes; Maher Saba; Gursharan Singh; Matt Steiner; Weiyan Sun; ...More
PUBLISHED: 2025, SOURCE: ACM Transactions on Software Engineering and Methodology
INDEXED IN: 
CrossRef
CrossRef46
TITLE: Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation Full Text
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11
47
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669, PAGES: 343-357
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669, PAGES: 343-357
48
TITLE: Modelradar: aspect-based forecast evaluation Full Text
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
INDEXED IN: 
Scopus 
WOS DBLP
Scopus WOS DBLP49
TITLE: On improving the HLS compatibility of large C/C plus plus code regions
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ; Hoe, James C.;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 282-282
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ; Hoe, James C.;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 282-282
50
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121, PAGES: 217-229
AUTHORS: Vítor Cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121, PAGES: 217-229
INDEXED IN: DBLP
DBLP51
TITLE: Path-Weight-Based Pruning and SHAP-Based Explanations of an ANN with fMRI Data
AUTHORS: dos Santos, Jose Diogo Marques; Marques dos Santos, José Paulo ;
PUBLISHED: 2025, SOURCE: 10th Conference on Machine Learning Optimization and Data Science-LOD-Annual in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2024, PT III, VOLUME: 15510, PAGES: 72-86
AUTHORS: dos Santos, Jose Diogo Marques; Marques dos Santos, José Paulo ;
PUBLISHED: 2025, SOURCE: 10th Conference on Machine Learning Optimization and Data Science-LOD-Annual in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2024, PT III, VOLUME: 15510, PAGES: 72-86
52
TITLE: Ph.D. Project: Holistic Partitioning and Optimization of CPU-FPGA Applications Through Source-to-Source Compilation
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 308-309
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 308-309
53
TITLE: Preface
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
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
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
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
INDEXED IN: Scopus
Scopus54
TITLE: Preface
AUTHORS: José Luís Reis; Jiří Zelený; Beáta Gavurová; Marc Peter; Luís Paulo Reis ; Zorica Bogdanovic; José Paulo Marques Dos Santos;
PUBLISHED: 2025, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 393
AUTHORS: José Luís Reis; Jiří Zelený; Beáta Gavurová; Marc Peter; Luís Paulo Reis ; Zorica Bogdanovic; José Paulo Marques Dos Santos;
PUBLISHED: 2025, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 393
INDEXED IN: Scopus
Scopus55
TITLE: Preface
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
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: 14967 LNAI
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
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: 14967 LNAI
INDEXED IN: Scopus
Scopus56
TITLE: Privacy-Driven Network Data for Smart Cities
AUTHORS: Tânia Carvalho; José Barata; Henish Balu; Filipa Moreira; João Bastos; Luis Antunes ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.12403
AUTHORS: Tânia Carvalho; José Barata; Henish Balu; Filipa Moreira; João Bastos; Luis Antunes ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.12403
INDEXED IN: DBLP
DBLP57
TITLE: PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
AUTHORS: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 169-180
AUTHORS: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 169-180
58
TITLE: Progress in Artificial Intelligence. 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
INDEXED IN: CrossRef
CrossRef59
TITLE: Progress in Artificial Intelligence. 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part I
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
INDEXED IN: CrossRef
CrossRef60
TITLE: Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira;
PUBLISHED: 2025, SOURCE: EPIA (1), VOLUME: 14967
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira;
PUBLISHED: 2025, SOURCE: EPIA (1), VOLUME: 14967
INDEXED IN: DBLP
DBLP