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: 2732
85 Team MembersFilters -> Year: 2025
61
TITLE: JEMA: A Joint Embedding Framework for Scalable Co-Learning with Multimodal Alignment
AUTHORS: João Sousa; Roya Darabi; Sousa, A. ; Frank Brueckner; Luís Paulo Reis ; Ana Reis;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.23988
AUTHORS: João Sousa; Roya Darabi; Sousa, A. ; Frank Brueckner; Luís Paulo Reis ; Ana Reis;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.23988
INDEXED IN: 
DBLP
DBLP62
TITLE: Kernel Corrector LSTM
AUTHORS: Tuna, Rodrigo; Baghoussi, Yassine; Soares, Carlos ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, VOLUME: 14642, PAGES: 3-14
AUTHORS: Tuna, Rodrigo; Baghoussi, Yassine; Soares, Carlos ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, VOLUME: 14642, PAGES: 3-14
63
TITLE: Kumon-Inspired Approach to Teaching Programming Fundamentals
AUTHORS: Ivone Amorim; Pedro B Vasconcelos ; João Pedro Pedroso ;
PUBLISHED: 2024, SOURCE: 5th International Computer Programming Education Conference, ICPEC 2024 in 5th International Computer Programming Education Conference, ICPEC 2024, June 27-28, 2024, Lisbon, Portugal, VOLUME: 122, PAGES: 5:1-5:13
AUTHORS: Ivone Amorim; Pedro B Vasconcelos ; João Pedro Pedroso ;
PUBLISHED: 2024, SOURCE: 5th International Computer Programming Education Conference, ICPEC 2024 in 5th International Computer Programming Education Conference, ICPEC 2024, June 27-28, 2024, Lisbon, Portugal, VOLUME: 122, PAGES: 5:1-5:13
INDEXED IN: 
Scopus DBLP
Scopus DBLP64
TITLE: Lag Selection for Univariate Time Series Forecasting Using Deep Learning: An Empirical Study
AUTHORS: José Leites; Vítor Cerqueira; 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 III, VOLUME: 14969, PAGES: 321-332
AUTHORS: José Leites; Vítor Cerqueira; 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 III, VOLUME: 14969, PAGES: 321-332
INDEXED IN: Scopus DBLP
Scopus DBLP65
TITLE: Leveraging Physics-Informed Neural Networks as Solar Wind Forecasting Models
AUTHORS: Nuno Costa; Filipa S. Barros ; João J G Lima ; Rui F Pinto; André Restivo ;
PUBLISHED: 2024, SOURCE: 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024, Bruges, Belgium, October 9-11, 2024, PAGES: 425-430
AUTHORS: Nuno Costa; Filipa S. Barros ; João J G Lima ; Rui F Pinto; André Restivo ;
PUBLISHED: 2024, SOURCE: 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024, Bruges, Belgium, October 9-11, 2024, PAGES: 425-430
66
TITLE: Lizard Body Temperature Acquisition and Lizard Recognition Using Artificial Intelligence Full Text
AUTHORS: Afonso, Ana L.; Lopes, Gil ; Ribeiro, A. Fernando;
PUBLISHED: 2024, SOURCE: SENSORS, VOLUME: 24, ISSUE: 13, PAGES: 4135
AUTHORS: Afonso, Ana L.; Lopes, Gil ; Ribeiro, A. Fernando;
PUBLISHED: 2024, SOURCE: SENSORS, VOLUME: 24, ISSUE: 13, PAGES: 4135
67
TITLE: Machine Learning Data Market Based on Multiagent Systems Full Text
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: IEEE INTERNET COMPUTING, VOLUME: 28, ISSUE: 4, PAGES: 7-13
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: IEEE INTERNET COMPUTING, VOLUME: 28, ISSUE: 4, PAGES: 7-13
68
TITLE: Media Output Score, a New Indicator for Measuring Online Media Coverage
AUTHORS: Oliveira, Uriel; Christophe Soares ; Trigo, Miguel R.;
PUBLISHED: 2024, SOURCE: JOURNALISM AND MEDIA, VOLUME: 5, ISSUE: 1, PAGES: 31-47
AUTHORS: Oliveira, Uriel; Christophe Soares ; Trigo, Miguel R.;
PUBLISHED: 2024, SOURCE: JOURNALISM AND MEDIA, VOLUME: 5, ISSUE: 1, PAGES: 31-47
69
TITLE: Message from the General Co-Chairs: International Conference on Software Engineering (ICSE) 2024
AUTHORS: Ana R Paiva ; Rui Abreu;
PUBLISHED: 2024, SOURCE: 46th International Conference on Software Engineering: Companion, ICSE-Companion 2024 in Proceedings - International Conference on Software Engineering
AUTHORS: Ana R Paiva ; Rui Abreu;
PUBLISHED: 2024, SOURCE: 46th International Conference on Software Engineering: Companion, ICSE-Companion 2024 in Proceedings - International Conference on Software Engineering
INDEXED IN: Scopus
Scopus70
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.17008
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.17008
INDEXED IN: DBLP
DBLP71
TITLE: Meta-TadGAN: Time Series Anomaly Detection Using TadGAN with Meta-features
AUTHORS: Inês Oliveira e Silva; Carlos Soares ; Vítor Cerqueira; Arlete Rodrigues; Pedro Bastardo;
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 III, VOLUME: 14969, PAGES: 347-358
AUTHORS: Inês Oliveira e Silva; Carlos Soares ; Vítor Cerqueira; Arlete Rodrigues; Pedro Bastardo;
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 III, VOLUME: 14969, PAGES: 347-358
INDEXED IN: Scopus DBLP
Scopus DBLP72
TITLE: Multi-Agent Reinforcement Learning for Side-by-Side Navigation of Autonomous Wheelchairs
AUTHORS: Fonseca, Tiago; Leao, Goncalo ; Ferreira, Luis Lino; Sousa, A. ; Severino, Ricardo; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: International Conference on Autonomous Robot Systems and Competitions (ICARSC) in 2024 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, PAGES: 138-143
AUTHORS: Fonseca, Tiago; Leao, Goncalo ; Ferreira, Luis Lino; Sousa, A. ; Severino, Ricardo; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: International Conference on Autonomous Robot Systems and Competitions (ICARSC) in 2024 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS, ICARSC, PAGES: 138-143
73
TITLE: Multi-Objective Optimization of Consumer Group Autoscaling in Message Broker Systems
AUTHORS: Diogo Landau; Nishant Saurabh; Xavier Andrade; Jorge G Barbosa ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.06085
AUTHORS: Diogo Landau; Nishant Saurabh; Xavier Andrade; Jorge G Barbosa ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.06085
INDEXED IN: DBLP
DBLP74
TITLE: Multidimensional subgroup discovery on event logs Full Text
AUTHORS: Ribeiro, J. ; Fontes, T. ; Soares, C. ; Borges, J. L. ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 246, PAGES: 123205
AUTHORS: Ribeiro, J. ; Fontes, T. ; Soares, C. ; Borges, J. L. ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 246, PAGES: 123205
75
TITLE: Navigating the Future of Enterprises: Insights into Digital Transformation, Virtual Reality, and the Metaverse
AUTHORS: Silva, Rogerio; Pereira, Ivo; Nicola, Susana ; Ana Maria Madureira ; Bettencourt, Nuno; Reis, Jose Luis; Marques dos Santos, José Paulo; de Oliveira, Daniel Alves;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, PAGES: 1146-1151
AUTHORS: Silva, Rogerio; Pereira, Ivo; Nicola, Susana ; Ana Maria Madureira ; Bettencourt, Nuno; Reis, Jose Luis; Marques dos Santos, José Paulo; de Oliveira, Daniel Alves;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024, PAGES: 1146-1151
76
TITLE: Neural Networks for Surrogate Models of the Corona and Solar Wind
AUTHORS: Filipa S. Barros ; João José Graça Lima; Rui F. Pinto; André Restivo ;
PUBLISHED: 2024
AUTHORS: Filipa S. Barros ; João José Graça Lima; Rui F. Pinto; André Restivo ;
PUBLISHED: 2024
INDEXED IN: 
CrossRef 
Unpaywall
CrossRef Unpaywall77
TITLE: Object and Event Detection Pipeline for Rink Hockey Games
AUTHORS: Lopes, JM; Mota, LP; Mota, SM; Jose M Torres ; Rui S Moreira ; Christophe Soares; Ivo Pereira; Feliz Gouveia; Pedro Sobral;
PUBLISHED: 2024
AUTHORS: Lopes, JM; Mota, LP; Mota, SM; Jose M Torres ; Rui S Moreira ; Christophe Soares; Ivo Pereira; Feliz Gouveia; Pedro Sobral;
PUBLISHED: 2024
INDEXED IN: CrossRef
CrossRef78
TITLE: Object and Event Detection Pipeline for Rink Hockey Games Full Text
AUTHORS: Lopes, Jorge Miguel; Mota, Luis Paulo; Mota, Samuel Marques; Jose M Torres ; Moreira, Rui Silva ; Christophe Soares; Pereira, Ivo ; Gouveia, Feliz Ribeiro; Sobral, Pedro;
PUBLISHED: 2024, SOURCE: FUTURE INTERNET, VOLUME: 16, ISSUE: 6, PAGES: 179
AUTHORS: Lopes, Jorge Miguel; Mota, Luis Paulo; Mota, Samuel Marques; Jose M Torres ; Moreira, Rui Silva ; Christophe Soares; Pereira, Ivo ; Gouveia, Feliz Ribeiro; Sobral, Pedro;
PUBLISHED: 2024, SOURCE: FUTURE INTERNET, VOLUME: 16, ISSUE: 6, PAGES: 179
79
TITLE: On-the-fly Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira; Moisés Rocha dos Santos; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16918
AUTHORS: Vítor Cerqueira; Moisés Rocha dos Santos; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16918
INDEXED IN: DBLP
DBLP80
TITLE: Path-Weights and Layer-Wise Relevance Propagation for Explainability of ANNs with fMRI Data
AUTHORS: Marques dos Santos, Jose Diogo; Marques dos Santos, José Paulo ;
PUBLISHED: 2024, SOURCE: 9th Annual Conference on Machine Learning, Optimization and Data science (LOD) in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2023, PT II, VOLUME: 14506, PAGES: 433-448
AUTHORS: Marques dos Santos, Jose Diogo; Marques dos Santos, José Paulo ;
PUBLISHED: 2024, SOURCE: 9th Annual Conference on Machine Learning, Optimization and Data science (LOD) in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2023, PT II, VOLUME: 14506, PAGES: 433-448
