Laboratory of Artificial Intelligence and Decision Support (LIAAD)
Laboratorio de Inteligência Artificial e Apoio À Decisão
Inesc Technology and Science (INESC TEC) :: CS: Computer Science
AuthID: I-000-1S2
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: 3419
132 Team MembersFilters -> Year: 2026
141
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in ECML/PKDD (10), VOLUME: 16022, PAGES: 427-431
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in ECML/PKDD (10), VOLUME: 16022, PAGES: 427-431
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP142
TITLE: mdatagen: A python library for the artificial generation of missing data Full Text
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625, PAGES: 129478
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625, PAGES: 129478
143
TITLE: Measuring the stability and plasticity of recommender systems
AUTHORS: Maria João Lavoura; Robert Jungnickel; João Vinagre ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.03941
AUTHORS: Maria João Lavoura; Robert Jungnickel; João Vinagre ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2508.03941
INDEXED IN: DBLP
DBLP144
TITLE: MedLink: Retrieval and Ranking of Case Reports to Assist Clinical Decision Making
AUTHORS: Luís Filipe Cunha ; Nuno Guimarães ; Alexandra Mendes ; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: ECIR (5), VOLUME: 15576 LNCS, PAGES: 72-77
AUTHORS: Luís Filipe Cunha ; Nuno Guimarães ; Alexandra Mendes ; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: ECIR (5), VOLUME: 15576 LNCS, PAGES: 72-77
145
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Carlos Soares ; Paulo J Azevedo ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: DS, VOLUME: 16090 LNCS, PAGES: 255-269
AUTHORS: Carlos Soares ; Paulo J Azevedo ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: DS, VOLUME: 16090 LNCS, PAGES: 255-269
146
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
147
TITLE: METAFORE: algorithm selection for decomposition-based forecasting combinations
AUTHORS: Santos, Moises; de Carvalho, Andre; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1827-1840
AUTHORS: Santos, Moises; de Carvalho, Andre; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1827-1840
INDEXED IN: Scopus 
WOS DBLP
Scopus WOS DBLP148
TITLE: Metaverse branding: A review and future directions
AUTHORS: Belem Barbosa ;
PUBLISHED: 2025, SOURCE: Strategic Brand Management in the Age of AI and Disruption, PAGES: 493-521
AUTHORS: Belem Barbosa ;
PUBLISHED: 2025, SOURCE: Strategic Brand Management in the Age of AI and Disruption, PAGES: 493-521
INDEXED IN: Scopus 
Unpaywall
Scopus Unpaywall149
TITLE: Modeling events and interactions through temporal processes: A survey
AUTHORS: Liguori, Angelica; Caroprese, Luciano; Minici, Marco; Veloso, Bruno ; Spinnato, Francesco; Nanni, Mirco; Manco, Giuseppe; Gama, Joao ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 653, PAGES: 131191
AUTHORS: Liguori, Angelica; Caroprese, Luciano; Minici, Marco; Veloso, Bruno ; Spinnato, Francesco; Nanni, Mirco; Manco, Giuseppe; Gama, Joao ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 653, PAGES: 131191
150
TITLE: Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2, PAGES: 24:1-24:28
151
TITLE: Modelradar: aspect-based forecast evaluation
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10, PAGES: 229
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10, PAGES: 229
INDEXED IN: Scopus WOS DBLP
Scopus WOS DBLP152
TITLE: Multilayer horizontal visibility graphs for multivariate time series analysis
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 3, PAGES: 17
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 3, PAGES: 17
153
TITLE: Multilayer quantile graph for multivariate time series analysis and dimensionality reduction
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1795-1807
AUTHORS: Silva, Vanessa Freitas ; Silva, Maria Eduarda ; Ribeiro, Pedro ; Silva, Fernando ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3, PAGES: 1795-1807
154
TITLE: Multivariate analysis of some circular economy indicators
AUTHORS: Fernanda Otília Figueiredo ; Adelaide Maria Sousa Figueiredo ;
PUBLISHED: 2025, SOURCE: Research in Statistics, VOLUME: 3, ISSUE: 1
AUTHORS: Fernanda Otília Figueiredo ; Adelaide Maria Sousa Figueiredo ;
PUBLISHED: 2025, SOURCE: Research in Statistics, VOLUME: 3, ISSUE: 1
155
TITLE: Navigating the Realities: Unpacking Consumer Behavior in Metaverse Retailing Using Virtual and Augmented Reality (VR/AR)
AUTHORS: Pratas, Joaquim; Marques dos Santos, José Paulo; Brito, Pedro Quelhas ;
PUBLISHED: 2025, SOURCE: 2024 International Conference on Marketing and Technologies-ICMarkTech in MARKETING AND SMART TECHNOLOGIES, ICMARKTECH 2024, VOL 1, VOLUME: 438, PAGES: 873-895
AUTHORS: Pratas, Joaquim; Marques dos Santos, José Paulo; Brito, Pedro Quelhas ;
PUBLISHED: 2025, SOURCE: 2024 International Conference on Marketing and Technologies-ICMarkTech in MARKETING AND SMART TECHNOLOGIES, ICMARKTECH 2024, VOL 1, VOLUME: 438, PAGES: 873-895
156
TITLE: Network-Based Anomaly Detection in Waste Transportation Data
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Santana, Pedro; Garcia, Ana;
PUBLISHED: 2025, SOURCE: 13th International Conference on Complex Networks and their Applications-COMPLEX NETWORKS-Annual in COMPLEX NETWORKS & THEIR APPLICATIONS XIII, COMPLEX NETWORKS 2024, VOL 1, VOLUME: 1187, PAGES: 273-284
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Santana, Pedro; Garcia, Ana;
PUBLISHED: 2025, SOURCE: 13th International Conference on Complex Networks and their Applications-COMPLEX NETWORKS-Annual in COMPLEX NETWORKS & THEIR APPLICATIONS XIII, COMPLEX NETWORKS 2024, VOL 1, VOLUME: 1187, PAGES: 273-284
157
TITLE: Network-based Anomaly Detection in Waste Transportation Data with Limited Supervision
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Gorgulho, Joana; Garcia, Ana; Santana, Pedro;
PUBLISHED: 2025, SOURCE: APPLIED NETWORK SCIENCE, VOLUME: 10, ISSUE: 1, PAGES: 60
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Gorgulho, Joana; Garcia, Ana; Santana, Pedro;
PUBLISHED: 2025, SOURCE: APPLIED NETWORK SCIENCE, VOLUME: 10, ISSUE: 1, PAGES: 60
158
TITLE: NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
AUTHORS: Zheyuan Zhang; Yiyang Li; Nhi Ha Lan Le; Zehong Wang; Tianyi Ma; Vincent Galassi; Keerthiram Murugesan; Nuno Moniz ; Werner Geyer; Nitesh V Chawla; Chuxu Zhang; Yanfang Ye;
PUBLISHED: 2025, SOURCE: ACL (1), PAGES: 5934-5966
AUTHORS: Zheyuan Zhang; Yiyang Li; Nhi Ha Lan Le; Zehong Wang; Tianyi Ma; Vincent Galassi; Keerthiram Murugesan; Nuno Moniz ; Werner Geyer; Nitesh V Chawla; Chuxu Zhang; Yanfang Ye;
PUBLISHED: 2025, SOURCE: ACL (1), PAGES: 5934-5966
INDEXED IN: DBLP
DBLP159
TITLE: OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates Discovery
AUTHORS: Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.03836
AUTHORS: Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.03836
INDEXED IN: DBLP
DBLP160
TITLE: On-device edge learning for IoT data streams: a survey
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
INDEXED IN: DBLP
DBLP