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: 2321
131 Team MembersFilters -> Year: 2024
481
TITLE: Hyper-parameter Optimization for Latent Spaces
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, VOLUME: 12977, PAGES: 249-264
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, VOLUME: 12977, PAGES: 249-264
482
TITLE: Hyperparameter self-tuning for data streams Full Text
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76, PAGES: 75-86
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76, PAGES: 75-86
483
TITLE: Immune Response Model Fitting to CD4 + T Cell Data in Lymphocytic Choriomeningitis Virus LCMV infection
AUTHORS: Afsar, A; Martins, F ; Oliveira, BMPM ; Pinto, AA ;
PUBLISHED: 2021, SOURCE: 6th International Conference on Dynamics Games and Science, DGS-VI-2018, 19th Latin American Conference on Economic Theory, JOLATE 2018 and 21st International Consortium on Applied Bioeconomy Research, ICABR 2017 in Springer Proceedings in Mathematics and Statistics, VOLUME: 365, PAGES: 1-10
AUTHORS: Afsar, A; Martins, F ; Oliveira, BMPM ; Pinto, AA ;
PUBLISHED: 2021, SOURCE: 6th International Conference on Dynamics Games and Science, DGS-VI-2018, 19th Latin American Conference on Economic Theory, JOLATE 2018 and 21st International Consortium on Applied Bioeconomy Research, ICABR 2017 in Springer Proceedings in Mathematics and Statistics, VOLUME: 365, PAGES: 1-10
484
TITLE: Improving Portuguese Semantic Role Labeling with Transformers and Transfer Learning
AUTHORS: Oliveira, Sofia; Loureiro, Daniel ; Jorge, Alipio ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 1-9
AUTHORS: Oliveira, Sofia; Loureiro, Daniel ; Jorge, Alipio ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), PAGES: 1-9
485
TITLE: Improving Smart Waste Collection Using AutoML
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525, PAGES: 283-298
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525, PAGES: 283-298
486
TITLE: Improving Student Engagement With Project-Based Learning: A Case Study in Software Engineering
AUTHORS: Morais, P ; Ferreira, MJ; Veloso, B ;
PUBLISHED: 2021, SOURCE: IEEE REVISTA IBEROAMERICANA DE TECNOLOGIAS DEL APRENDIZAJE-IEEE RITA, VOLUME: 16, ISSUE: 1, PAGES: 21-28
AUTHORS: Morais, P ; Ferreira, MJ; Veloso, B ;
PUBLISHED: 2021, SOURCE: IEEE REVISTA IBEROAMERICANA DE TECNOLOGIAS DEL APRENDIZAJE-IEEE RITA, VOLUME: 16, ISSUE: 1, PAGES: 21-28
487
TITLE: Inmplode: A framework to interpret multiple related rule-based models Full Text
AUTHORS: Strecht, P ; Mendes Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS, VOLUME: 38, ISSUE: 6
AUTHORS: Strecht, P ; Mendes Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS, VOLUME: 38, ISSUE: 6
488
TITLE: Investigating the Effect of a Structured Intervention on the Development of Self-Care Behaviors With Arteriovenous Fistula in Hemodialysis Patients
AUTHORS: Sousa, CN ; Paquete, ARC; Teles, P ; Pinto, CMCB ; Dias, VFF; Ribeiro, OMPL ; Manzini, CSS; Nicole, AG; Souza, LH; Ozen, N;
PUBLISHED: 2021, SOURCE: CLINICAL NURSING RESEARCH, VOLUME: 30, ISSUE: 6, PAGES: 866-874
AUTHORS: Sousa, CN ; Paquete, ARC; Teles, P ; Pinto, CMCB ; Dias, VFF; Ribeiro, OMPL ; Manzini, CSS; Nicole, AG; Souza, LH; Ozen, N;
PUBLISHED: 2021, SOURCE: CLINICAL NURSING RESEARCH, VOLUME: 30, ISSUE: 6, PAGES: 866-874
489
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
INDEXED IN: 
CrossRef
CrossRef490
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
491
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
INDEXED IN: 
DBLP
DBLP492
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (2), VOLUME: 1525
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (2), VOLUME: 1525
INDEXED IN: DBLP
DBLP493
TITLE: MAINT.Data: Modelling and Analysing Interval Data in R Full Text
AUTHORS: Silva, APD; Brito, P ; Filzmoser, P; Dias, JG;
PUBLISHED: 2021, SOURCE: R JOURNAL, VOLUME: 13, ISSUE: 2, PAGES: 336-364
AUTHORS: Silva, APD; Brito, P ; Filzmoser, P; Dias, JG;
PUBLISHED: 2021, SOURCE: R JOURNAL, VOLUME: 13, ISSUE: 2, PAGES: 336-364
494
TITLE: Modeling, Dynamics, Optimization and Bioeconomics IV. DGS VI JOLATE, Madrid, Spain, May 2018, and ICABR, Berkeley, USA, May–June 2017—Selected Contributions
AUTHORS: Alberto Pinto ; David Zilberman;
PUBLISHED: 2021, SOURCE: Springer Proceedings in Mathematics & Statistics
AUTHORS: Alberto Pinto ; David Zilberman;
PUBLISHED: 2021, SOURCE: Springer Proceedings in Mathematics & Statistics
INDEXED IN: CrossRef 
Openlibrary
CrossRef Openlibrary495
TITLE: Modelling informative time points: an evolutionary process approach Full Text
AUTHORS: Monteiro, Andreia ; Menezes, R ; Silva, ME ;
PUBLISHED: 2021, SOURCE: TEST, VOLUME: 30, ISSUE: 2, PAGES: 364-382
AUTHORS: Monteiro, Andreia ; Menezes, R ; Silva, ME ;
PUBLISHED: 2021, SOURCE: TEST, VOLUME: 30, ISSUE: 2, PAGES: 364-382
496
TITLE: Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 524-536
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 524-536
497
TITLE: Multi-aspect renewable energy forecasting Full Text
AUTHORS: Corizzo, R; Ceci, M; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 546, PAGES: 701-722
AUTHORS: Corizzo, R; Ceci, M; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 546, PAGES: 701-722
498
TITLE: No Free Lunch in imbalanced learning Full Text
AUTHORS: Moniz, N ; Monteiro, H;
PUBLISHED: 2021, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 227, PAGES: 107222
AUTHORS: Moniz, N ; Monteiro, H;
PUBLISHED: 2021, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 227, PAGES: 107222
499
TITLE: Non-Intrusive Load Monitoring for Household Disaggregated Energy Sensing
AUTHORS: Paulos, Jose Pedro ; Fidalgo, Jose Nuno ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 14th IEEE Madrid PowerTech Conference (IEEE POWERTECH) in 2021 IEEE MADRID POWERTECH
AUTHORS: Paulos, Jose Pedro ; Fidalgo, Jose Nuno ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 14th IEEE Madrid PowerTech Conference (IEEE POWERTECH) in 2021 IEEE MADRID POWERTECH
500
TITLE: Novelty Detection in Physical Activity
AUTHORS: Leite, B; Abdalrahman, A; Castro, J; Frade, J; Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: 13th International Conference on Agents and Artificial Intelligence (ICAART) in ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, VOLUME: 2, PAGES: 859-865
AUTHORS: Leite, B; Abdalrahman, A; Castro, J; Frade, J; Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: 13th International Conference on Agents and Artificial Intelligence (ICAART) in ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, VOLUME: 2, PAGES: 859-865
