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
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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: 2910
85 Team MembersFilters -> Year: 2025
161
TITLE: Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM)
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 27th International Symposium on Methodologies for Intelligent Systems (ISMIS) in FOUNDATIONS OF INTELLIGENT SYSTEMS, ISMIS 2024, VOLUME: 14670, PAGES: 170-177
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 27th International Symposium on Methodologies for Intelligent Systems (ISMIS) in FOUNDATIONS OF INTELLIGENT SYSTEMS, ISMIS 2024, VOLUME: 14670, PAGES: 170-177
162
TITLE: Simulation of a Total Knee Arthroplasty System Based on Extended Reality
AUTHORS: Lopes, Catarina ; Sousa, Armando ; Vilaca, Adelio; Santos, Cristina P.; Reis, Luis Paulo ; Joaquim Mendes ;
PUBLISHED: 2024, SOURCE: IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH) in 2024 IEEE 12TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH 2024, VOLUME: 26, PAGES: 1-8
AUTHORS: Lopes, Catarina ; Sousa, Armando ; Vilaca, Adelio; Santos, Cristina P.; Reis, Luis Paulo ; Joaquim Mendes ;
PUBLISHED: 2024, SOURCE: IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH) in 2024 IEEE 12TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH 2024, VOLUME: 26, PAGES: 1-8
163
TITLE: Sleep Quality of Heavy Vehicles’ Professional Drivers: An Analysis Based on Self-Perceived Feedback
AUTHORS: Brigida Monica Faria ; Tatiana Lopes; Alexandra Oliveira; Rui Pimenta; Joaquim Gonçalves; Victor Carvalho; Marta Gonçalves; Luis Paulo Reis ;
PUBLISHED: 2024, SOURCE: Sleep and Vigilance, VOLUME: 8, ISSUE: 2, PAGES: 193-200
AUTHORS: Brigida Monica Faria ; Tatiana Lopes; Alexandra Oliveira; Rui Pimenta; Joaquim Gonçalves; Victor Carvalho; Marta Gonçalves; Luis Paulo Reis ;
PUBLISHED: 2024, SOURCE: Sleep and Vigilance, VOLUME: 8, ISSUE: 2, PAGES: 193-200
INDEXED IN:
Scopus
CrossRef


164
TITLE: Study on LSTM and ConvLSTM Memory-Based Deep Reinforcement Learning
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 15th International Conference on Agents and Artificial Intelligence (ICAART) in AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2023, VOLUME: 14546, PAGES: 223-243
AUTHORS: Duarte, Fernando Fradique; Lau, Nuno; Pereira, Artur; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: 15th International Conference on Agents and Artificial Intelligence (ICAART) in AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2023, VOLUME: 14546, PAGES: 223-243
165
TITLE: Sustainability in Computing Education: A Systematic Literature Review
AUTHORS: Peters, Anne Kathrin; Capilla, Rafael; Coroama, Vlad Constantin; Heldal, Rogardt; Lago, Patricia; Leifler, Ola; Moreira, Ana; Fernandes, Joao Paulo ; Penzenstadler, Birgit; Porras, Jari; Venters, Colin C.;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON COMPUTING EDUCATION, VOLUME: 24, ISSUE: 1, PAGES: 1-53
AUTHORS: Peters, Anne Kathrin; Capilla, Rafael; Coroama, Vlad Constantin; Heldal, Rogardt; Lago, Patricia; Leifler, Ola; Moreira, Ana; Fernandes, Joao Paulo ; Penzenstadler, Birgit; Porras, Jari; Venters, Colin C.;
PUBLISHED: 2024, SOURCE: ACM TRANSACTIONS ON COMPUTING EDUCATION, VOLUME: 24, ISSUE: 1, PAGES: 1-53
166
TITLE: Sustainability in Computing Education: A Systematic Literature Review
AUTHORS: Anne Kathrin Peters; Rafael Capilla; Vlad C Coroama; Rogardt Heldal; Patricia Lago; Ola Leifler; Ana Moreira; João Paulo Fernandes ; Birgit Penzenstadler; Jari Porras; Colin C Venters;
PUBLISHED: 2024, SOURCE: ACM Trans. Comput. Educ., VOLUME: 24, ISSUE: 1, PAGES: 13:1-13:53
AUTHORS: Anne Kathrin Peters; Rafael Capilla; Vlad C Coroama; Rogardt Heldal; Patricia Lago; Ola Leifler; Ana Moreira; João Paulo Fernandes ; Birgit Penzenstadler; Jari Porras; Colin C Venters;
PUBLISHED: 2024, SOURCE: ACM Trans. Comput. Educ., VOLUME: 24, ISSUE: 1, PAGES: 13:1-13:53
INDEXED IN:
DBLP

167
TITLE: Symbolic Data Analysis to Improve Completeness of Model Combination Methods
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 107-119
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 107-119
168
TITLE: Synthetic Data Outliers: Navigating Identity Disclosure
AUTHORS: Trindade, Carolina; Antunes, Luis ; Carvalho, Tania; Moniz, Nuno;
PUBLISHED: 2024, SOURCE: International Conference on Privacy in Statistical Databases (PSD) in PRIVACY IN STATISTICAL DATABASES, PSD 2024, VOLUME: 14915, PAGES: 240-253
AUTHORS: Trindade, Carolina; Antunes, Luis ; Carvalho, Tania; Moniz, Nuno;
PUBLISHED: 2024, SOURCE: International Conference on Privacy in Statistical Databases (PSD) in PRIVACY IN STATISTICAL DATABASES, PSD 2024, VOLUME: 14915, PAGES: 240-253
169
TITLE: Systematic Analysis of the Impact of Label Noise Correction on ML Fairness
AUTHORS: Oliveira e Silva, Ines; Soares, Carlos ; Sousa, Ines; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 173-184
AUTHORS: Oliveira e Silva, Ines; Soares, Carlos ; Sousa, Ines; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472, PAGES: 173-184
INDEXED IN:
Scopus
WOS
DBLP



170
TITLE: Tabular data generation with tensor contraction layers and transformers
AUTHORS: Aníbal Silva; André Restivo ; Moisés Santos; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.05390
AUTHORS: Aníbal Silva; André Restivo ; Moisés Santos; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.05390
INDEXED IN:
DBLP

171
TITLE: The Impact of a Live Refactoring Environment on Software Development
AUTHORS: Fernandes, Sara; Aguiar, Ademar ; André Restivo ;
PUBLISHED: 2024, SOURCE: 44th International Conference on Software Engineering: Companion Proceedings in 2024 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS, ICSE-COMPANION 2024, PAGES: 337-338
AUTHORS: Fernandes, Sara; Aguiar, Ademar ; André Restivo ;
PUBLISHED: 2024, SOURCE: 44th International Conference on Software Engineering: Companion Proceedings in 2024 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS, ICSE-COMPANION 2024, PAGES: 337-338
172
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira ; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II, VOLUME: 14968, PAGES: 335-346
AUTHORS: Vítor Cerqueira ; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II, VOLUME: 14968, PAGES: 335-346
173
TITLE: Towards Algebraic Subtyping for Extensible Records
AUTHORS: Rodrigo Marques; Mário Florido ; Pedro B Vasconcelos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.06747
AUTHORS: Rodrigo Marques; Mário Florido ; Pedro B Vasconcelos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.06747
INDEXED IN:
DBLP

174
TITLE: Trading Runtime for Energy Efficiency Leveraging Power Caps to Save Energy across Programming Languages
AUTHORS: Cunha, Simao; Silva, Luis; Saraiva, Joao ; Fernandes, Joao Paulo ;
PUBLISHED: 2024, SOURCE: 17th ACM SIGPLAN International Conference on Software Language Engineering (SLE) in PROCEEDINGS OF THE 17TH ACM SIGPLAN INTERNATIONAL CONFERENCE ON SOFTWARE LANGUAGE ENGINEERING, SLE 2024, VOLUME: 3, PAGES: 130-142
AUTHORS: Cunha, Simao; Silva, Luis; Saraiva, Joao ; Fernandes, Joao Paulo ;
PUBLISHED: 2024, SOURCE: 17th ACM SIGPLAN International Conference on Software Language Engineering (SLE) in PROCEEDINGS OF THE 17TH ACM SIGPLAN INTERNATIONAL CONFERENCE ON SOFTWARE LANGUAGE ENGINEERING, SLE 2024, VOLUME: 3, PAGES: 130-142
175
TITLE: Using Deep Learning for 2D Primitive Perception with a Noisy Robotic LiDAR
AUTHORS: Brito, Antonia; Sousa, Pedro; Couto, Ana; Leao, Goncalo ; Reis, Luis Paulo ; Sousa, Armando ;
PUBLISHED: 2024, SOURCE: 7th Iberian Robotics Conference in 2024 7TH IBERIAN ROBOTICS CONFERENCE, ROBOT 2024, PAGES: 1-6
AUTHORS: Brito, Antonia; Sousa, Pedro; Couto, Ana; Leao, Goncalo ; Reis, Luis Paulo ; Sousa, Armando ;
PUBLISHED: 2024, SOURCE: 7th Iberian Robotics Conference in 2024 7TH IBERIAN ROBOTICS CONFERENCE, ROBOT 2024, PAGES: 1-6
176
TITLE: Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage
AUTHORS: Sousa, Joaquim J. ; Lin, Jiahui; Wang, Qun; Liu, Guang; Fan, Jinghui; Bai, Shibiao; Zhao, Hongli; Pan, Hongyu; Wei, Wenjing; Rittlinger, Vanessa; Mayrhofer, Peter; Sonnenschein, Ruth; Steger, Stefan; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: GEO-SPATIAL INFORMATION SCIENCE, VOLUME: 27, ISSUE: 3, PAGES: 552-571
AUTHORS: Sousa, Joaquim J. ; Lin, Jiahui; Wang, Qun; Liu, Guang; Fan, Jinghui; Bai, Shibiao; Zhao, Hongli; Pan, Hongyu; Wei, Wenjing; Rittlinger, Vanessa; Mayrhofer, Peter; Sonnenschein, Ruth; Steger, Stefan; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: GEO-SPATIAL INFORMATION SCIENCE, VOLUME: 27, ISSUE: 3, PAGES: 552-571
177
TITLE: Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database
AUTHORS: Moreira, Diogo Oliveira; Reis, Luis Paulo ; Cortez, Paulo ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 182296-182309
AUTHORS: Moreira, Diogo Oliveira; Reis, Luis Paulo ; Cortez, Paulo ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 182296-182309
178
TITLE: Using Recurrent Neural Networks to improve initial conditions for a solar wind forecasting model Full Text
AUTHORS: Filipa S. Barros ; Graca, Paula A. ; Lima, J. J. G. ; Pinto, Rui F.; André Restivo ; Villa, Murillo ;
PUBLISHED: 2024, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 133, PAGES: 108266
AUTHORS: Filipa S. Barros ; Graca, Paula A. ; Lima, J. J. G. ; Pinto, Rui F.; André Restivo ; Villa, Murillo ;
PUBLISHED: 2024, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 133, PAGES: 108266
179
TITLE: Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics
AUTHORS: Gimes, Claudio; Fernandes, Joao Paulo ; Falcao, Gabriel; Kar, Soummya; Tayur, Sridhar;
PUBLISHED: 2024, SOURCE: 2024 International Conference on Communications Control and Computing Technologies for Smart Grids in 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS, SMARTGRIDCOMM 2024, PAGES: 238-244
AUTHORS: Gimes, Claudio; Fernandes, Joao Paulo ; Falcao, Gabriel; Kar, Soummya; Tayur, Sridhar;
PUBLISHED: 2024, SOURCE: 2024 International Conference on Communications Control and Computing Technologies for Smart Grids in 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS, SMARTGRIDCOMM 2024, PAGES: 238-244
INDEXED IN:
Scopus
WOS
DBLP



180
TITLE: VEST: automatic feature engineering for forecasting Full Text
AUTHORS: Cerqueira, V ; Moniz, N ; Soares, C ;
PUBLISHED: 2024, SOURCE: MACHINE LEARNING, VOLUME: 113, ISSUE: 7, PAGES: 4523-4545
AUTHORS: Cerqueira, V ; Moniz, N ; Soares, C ;
PUBLISHED: 2024, SOURCE: MACHINE LEARNING, VOLUME: 113, ISSUE: 7, PAGES: 4523-4545