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: 3424
132 Team MembersFilters -> Year: 2026
961
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations PDF
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, PAGES: 805-815
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021, PAGES: 805-815
962
TITLE: How Prospective International Retired Migrants Use Tourism for Decision Making
AUTHORS: Barbosa, B ; Santos, C; Santos, M;
PUBLISHED: 2021, SOURCE: TOURISM, VOLUME: 69, ISSUE: 4, PAGES: 494-504
AUTHORS: Barbosa, B ; Santos, C; Santos, M;
PUBLISHED: 2021, SOURCE: TOURISM, VOLUME: 69, ISSUE: 4, PAGES: 494-504
963
TITLE: https://sigarra.up.pt/fcnaup/pt/pub_geral.pub_create
AUTHORS: Maria E F Melo; Maria D B V F Almeida; Bruno M P M Oliveira ;
PUBLISHED: 2021
AUTHORS: Maria E F Melo; Maria D B V F Almeida; Bruno M P M Oliveira ;
PUBLISHED: 2021
INDEXED IN: 
Handle
Handle964
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
965
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
966
TITLE: Identifying and Addressing the Underlying Core Problems in Healthcare Environments: An Illustration Using an Emergency Department Game Full Text
AUTHORS: Bacelar Silva, GM ; Cox, JF; Baptista, HR; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, VOLUME: 18, ISSUE: 19, PAGES: 10083
AUTHORS: Bacelar Silva, GM ; Cox, JF; Baptista, HR; Rodrigues, PP ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, VOLUME: 18, ISSUE: 19, PAGES: 10083
967
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
968
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
969
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
970
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
971
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
972
TITLE: Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu ; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
AUTHORS: Mauricio Reyes; Pedro Henriques Abreu ; Jaime S Cardoso ; Mustafa Hajij; Ghada Zamzmi; Rahul Paul; Lokendra Thakur;
PUBLISHED: 2021, SOURCE: iMIMIC/TDA4MedicalData@MICCAI, VOLUME: 12929
INDEXED IN: 
DBLP
DBLP973
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
974
TITLE: Layered Learning for Acute Hypotensive Episode Prediction in the ICU: An Alternative Approach
AUTHORS: Ribeiro, Bruno; Cerqueira, Vitor ; Santos, Ricardo; Gamboa, Hugo ;
PUBLISHED: 2021, SOURCE: 9th IEEE International Conference on e-Health and Bioengineering (EHB) in 2021 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB 2021), 9TH EDITION
AUTHORS: Ribeiro, Bruno; Cerqueira, Vitor ; Santos, Ricardo; Gamboa, Hugo ;
PUBLISHED: 2021, SOURCE: 9th IEEE International Conference on e-Health and Bioengineering (EHB) in 2021 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB 2021), 9TH EDITION
975
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
976
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
CrossRef977
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
DBLP978
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
DBLP979
TITLE: Machine Learning Informed Decision-Making with Interpreted Model's Outputs: A Field Intervention Full Text
AUTHORS: Leid Zejnilović; Susana Lavado; Carlos Soares ; Íñigo Martínez de Rituerto De Troya; Andrew Bell; Rayid Ghani;
PUBLISHED: 2021, SOURCE: 81st Annual Meeting of the Academy of Management 2021: Bringing the Manager Back in Management, AoM 2021, VOLUME: 2021, ISSUE: 1, PAGES: 15424
AUTHORS: Leid Zejnilović; Susana Lavado; Carlos Soares ; Íñigo Martínez de Rituerto De Troya; Andrew Bell; Rayid Ghani;
PUBLISHED: 2021, SOURCE: 81st Annual Meeting of the Academy of Management 2021: Bringing the Manager Back in Management, AoM 2021, VOLUME: 2021, ISSUE: 1, PAGES: 15424
980
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
