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
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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: 2595
131 Team MembersFilters -> Year: 2025
41
TITLE: Class-Imbalanced Learning on Graphs: A Survey
AUTHORS: Yihong Ma; Yijun Tian; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: ACM Comput. Surv., VOLUME: 57, ISSUE: 8, PAGES: 207:1-207:16
AUTHORS: Yihong Ma; Yijun Tian; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: ACM Comput. Surv., VOLUME: 57, ISSUE: 8, PAGES: 207:1-207:16
42
TITLE: Classification for a folded von Mises-Fisher distribution
AUTHORS: Adelaide Figueiredo ; Fernanda Figueiredo ;
PUBLISHED: 2025, SOURCE: Research in Statistics, VOLUME: 3, ISSUE: 1
AUTHORS: Adelaide Figueiredo ; Fernanda Figueiredo ;
PUBLISHED: 2025, SOURCE: Research in Statistics, VOLUME: 3, ISSUE: 1
INDEXED IN: 
Scopus 
CrossRef
Scopus CrossRef43
TITLE: CLEF 2025 JOKER Lab: Humour in the Machine
AUTHORS: Liana Ermakova; Anne Gwenn Bosser; Tristan Miller; Ricardo Campos ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 389-397
AUTHORS: Liana Ermakova; Anne Gwenn Bosser; Tristan Miller; Ricardo Campos ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 389-397
44
TITLE: Clustering and Classification of Compositional Data Using Distributions Defined on the Hypersphere
AUTHORS: Adelaide Figueiredo ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 423-435
AUTHORS: Adelaide Figueiredo ;
PUBLISHED: 2025, SOURCE: 26th Congress of the Portuguese Statistical Society, SPE 2023 in Springer Proceedings in Mathematics and Statistics, VOLUME: 469, PAGES: 423-435
INDEXED IN: Scopus CrossRef
Scopus CrossRef45
TITLE: Context Attribution with Multi-Armed Bandit Optimization
AUTHORS: Deng Pan; Keerthiram Murugesan; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2506.19977
AUTHORS: Deng Pan; Keerthiram Murugesan; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2506.19977
INDEXED IN: 
DBLP
DBLP46
TITLE: CSCN: an efficient snapshot ensemble learning based sparse transformer model for long-range spatial-temporal traffic flow prediction Full Text
AUTHORS: Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 4
AUTHORS: Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 4
47
TITLE: Data Access for Recommender Systems Research: leveraging the EU's Digital Services Act
AUTHORS: João Vinagre ; Lorenzo Porcaro; Silvia Merisio; Erasmo Purificato; Emilia Gómez;
PUBLISHED: 2025, SOURCE: Proceedings of the Nineteenth ACM Conference on Recommender Systems, RecSys 2025, Prague, Czech Republic, September 22-26, 2025, PAGES: 1425-1426
AUTHORS: João Vinagre ; Lorenzo Porcaro; Silvia Merisio; Erasmo Purificato; Emilia Gómez;
PUBLISHED: 2025, SOURCE: Proceedings of the Nineteenth ACM Conference on Recommender Systems, RecSys 2025, Prague, Czech Republic, September 22-26, 2025, PAGES: 1425-1426
INDEXED IN: DBLP CrossRef
DBLP CrossRef48
TITLE: Data Access under the EU Digital Services Act and its Impact on User Modelling Research
AUTHORS: Erasmo Purificato; Ludovico Boratto; João Vinagre ;
PUBLISHED: 2025, SOURCE: Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, UMAP Adjunct 2025, New York City, NY, USA, June 16-19, 2025, PAGES: 5-7
AUTHORS: Erasmo Purificato; Ludovico Boratto; João Vinagre ;
PUBLISHED: 2025, SOURCE: Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, UMAP Adjunct 2025, New York City, NY, USA, June 16-19, 2025, PAGES: 5-7
INDEXED IN: DBLP CrossRef
DBLP CrossRef49
TITLE: Data Science for Fighting Environmental Crime
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; Ribeiro, Rita P. ; Gama, Joao ;
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: 181-196
AUTHORS: Barbosa, Marta; Ribeiro, Carolina; Gomes, Filipe; Ribeiro, Rita P. ; Gama, Joao ;
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: 181-196
INDEXED IN: Scopus 
WOS DBLP
Scopus WOS DBLP50
TITLE: Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, Australia, June 10-13, 2025, Proceedings, Part VII
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (7), VOLUME: 15876
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (7), VOLUME: 15876
INDEXED IN: DBLP
DBLP51
TITLE: Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part VI
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (6), VOLUME: 15875
AUTHORS: Xintao Wu; Myra Spiliopoulou; Can Wang; Vipin Kumar; Longbing Cao; Xiangmin Zhou; Guansong Pang; João Gama ;
PUBLISHED: 2025, SOURCE: PAKDD (6), VOLUME: 15875
INDEXED IN: DBLP
DBLP52
TITLE: Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance Full Text
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
AUTHORS: Rajaoarisoa, Lala; Randrianandraina, Raubertin; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2025, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 139, PAGES: 109601
53
TITLE: DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.14011
INDEXED IN: DBLP
DBLP54
TITLE: Differentially-private data synthetisation for efficient re-identification risk control Full Text
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ; Chawla, Nitesh;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 7, PAGES: 164
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ; Chawla, Nitesh;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 7, PAGES: 164
55
TITLE: Discovering user groups of active modes of transport in urban centers using clustering methods
AUTHORS: Felicio, Soraia; Hora, Joana ; Ferreira, Marta Campos ; Sobral, Thiago; Camacho, Rui ; Galvao, Teresa;
PUBLISHED: 2025, SOURCE: JOURNAL OF TRANSPORT & HEALTH, VOLUME: 44, PAGES: 102125
AUTHORS: Felicio, Soraia; Hora, Joana ; Ferreira, Marta Campos ; Sobral, Thiago; Camacho, Rui ; Galvao, Teresa;
PUBLISHED: 2025, SOURCE: JOURNAL OF TRANSPORT & HEALTH, VOLUME: 44, PAGES: 102125
56
TITLE: Discriminant analysis for a folded Watson distribution Full Text
AUTHORS: Figueiredo, Adelaide ; Figueiredo, Fernanda ;
PUBLISHED: 2025, SOURCE: JOURNAL OF APPLIED STATISTICS, PAGES: 1-19
AUTHORS: Figueiredo, Adelaide ; Figueiredo, Fernanda ;
PUBLISHED: 2025, SOURCE: JOURNAL OF APPLIED STATISTICS, PAGES: 1-19
57
TITLE: Don't Forget This: Augmenting Results with Event-Aware Search
AUTHORS: Sousa, Hugo ; Ward, Austin R.; Alonso, Omar;
PUBLISHED: 2025, SOURCE: 18th International Conference on Web Search and Data Mining-WSDM in PROCEEDINGS OF THE EIGHTEENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, WSDM 2025, PAGES: 1056-1059
AUTHORS: Sousa, Hugo ; Ward, Austin R.; Alonso, Omar;
PUBLISHED: 2025, SOURCE: 18th International Conference on Web Search and Data Mining-WSDM in PROCEEDINGS OF THE EIGHTEENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, WSDM 2025, PAGES: 1056-1059
58
TITLE: Dynamics of Fisheries in the Azores Islands: A Network Analysis Approach
AUTHORS: Nogueira, Brenda; Torres, Ana; Moniz, Nuno ; Menezes, Gui M.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 297-308
AUTHORS: Nogueira, Brenda; Torres, Ana; Moniz, Nuno ; Menezes, Gui M.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968, PAGES: 297-308
59
TITLE: Early Failure Detection for Air Production Unit in Metro Trains
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
AUTHORS: Zafra, Amelia; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Hybrid Artificial Intelligence Systems in HYBRID ARTIFICIAL INTELLIGENT SYSTEM, PT I, HAIS 2024, VOLUME: 14857, PAGES: 339-351
60
TITLE: Effect of AI on Innovation Capacity in the context of Industry 5.0: Findings from a Qualitative study
AUTHORS: Adrien Bécue; Joao Gama ; Pedro Quelhas Brito;
PUBLISHED: 2025, SOURCE: Strategic Business Research, PAGES: 100006
AUTHORS: Adrien Bécue; Joao Gama ; Pedro Quelhas Brito;
PUBLISHED: 2025, SOURCE: Strategic Business Research, PAGES: 100006
INDEXED IN: CrossRef
CrossRef