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.
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Only validated by team members publications are included.
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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: 2329
131 Team MembersFilters -> Year: 2025
421
TITLE: ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling
AUTHORS: Alexandre Alcoforado; Thomas Palmeira Ferraz; Rodrigo Gerber; Enzo Bustos; André Seidel Oliveira; Bruno Miguel Veloso ; Fábio Levy Siqueira; Anna Helena Reali Costa;
PUBLISHED: 2022, SOURCE: Computational Processing of the Portuguese Language - 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings, VOLUME: 13208, PAGES: 125-136
AUTHORS: Alexandre Alcoforado; Thomas Palmeira Ferraz; Rodrigo Gerber; Enzo Bustos; André Seidel Oliveira; Bruno Miguel Veloso ; Fábio Levy Siqueira; Anna Helena Reali Costa;
PUBLISHED: 2022, SOURCE: Computational Processing of the Portuguese Language - 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings, VOLUME: 13208, PAGES: 125-136
INDEXED IN: 
DBLP
DBLP422
TITLE: 3rd Workshop on Learning with Imbalanced Domains: Preface
AUTHORS: Nuno Moniz ; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2021, SOURCE: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021, VOLUME: 154, PAGES: 1-6
AUTHORS: Nuno Moniz ; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2021, SOURCE: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021, VOLUME: 154, PAGES: 1-6
INDEXED IN: DBLP
DBLP423
TITLE: A Data-Driven Simulator for Assessing Decision-Making in Soccer
AUTHORS: Mendes Neves, Tiago ; Mendes Moreira, Joao ; Rossetti, Rosaldo J. F. ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 687-698
AUTHORS: Mendes Neves, Tiago ; Mendes Moreira, Joao ; Rossetti, Rosaldo J. F. ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981, PAGES: 687-698
424
TITLE: A Hybrid Recommender System for Improving Automatic Playlist Continuation Full Text
AUTHORS: Gatzioura, A; Vinagre, J ; Jorge, AM ; Sanchez Marre, M;
PUBLISHED: 2021, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 33, ISSUE: 5, PAGES: 1819-1830
AUTHORS: Gatzioura, A; Vinagre, J ; Jorge, AM ; Sanchez Marre, M;
PUBLISHED: 2021, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 33, ISSUE: 5, PAGES: 1819-1830
425
TITLE: A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources
AUTHORS: Homayouni, SM ; Fontes, DBMM ;
PUBLISHED: 2021, SOURCE: International-Federation-of-Information-Processing-Working-Group-5.7 (IFIP WG 5.7) International Conference on Advances in Production Management Systems (APMS) in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS, APMS 2021, PT I, VOLUME: 630, PAGES: 378-386
AUTHORS: Homayouni, SM ; Fontes, DBMM ;
PUBLISHED: 2021, SOURCE: International-Federation-of-Information-Processing-Working-Group-5.7 (IFIP WG 5.7) International Conference on Advances in Production Management Systems (APMS) in ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS, APMS 2021, PT I, VOLUME: 630, PAGES: 378-386
426
TITLE: A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population
AUTHORS: Oliveira, M; Oliveira, J ; Camacho, R ; Ferreira, C ;
PUBLISHED: 2021, SOURCE: 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) / 14th Int Conf on Bio-inspired Systems and Signal Processing (BIOSIGNALS) / 14th Int Conf on Biomedical Electronics and Devices (BIODEVICES) in BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS, PAGES: 228-234
AUTHORS: Oliveira, M; Oliveira, J ; Camacho, R ; Ferreira, C ;
PUBLISHED: 2021, SOURCE: 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) / 14th Int Conf on Bio-inspired Systems and Signal Processing (BIOSIGNALS) / 14th Int Conf on Biomedical Electronics and Devices (BIODEVICES) in BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS, PAGES: 228-234
427
TITLE: A new self-organizing map based algorithm for multi-label stream classification
AUTHORS: Ricardo Cerri; Joel David Costa Jínior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, PAGES: 418-426
AUTHORS: Ricardo Cerri; Joel David Costa Jínior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, PAGES: 418-426
428
TITLE: A sketch for the KS test for Big Data
AUTHORS: Thalis D Galeno; João Gama ; Douglas O Cardoso;
PUBLISHED: 2021, SOURCE: Anais do IX Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2021)
AUTHORS: Thalis D Galeno; João Gama ; Douglas O Cardoso;
PUBLISHED: 2021, SOURCE: Anais do IX Symposium on Knowledge Discovery, Mining and Learning (KDMiLe 2021)
INDEXED IN: 
CrossRef
CrossRef429
TITLE: A Survey on Data-Driven Predictive Maintenance for the Railway Industry Full Text
AUTHORS: Davari, N; Veloso, B ; Costa, GD; Pereira, PM; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17, PAGES: 5739
AUTHORS: Davari, N; Veloso, B ; Costa, GD; Pereira, PM; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17, PAGES: 5739
431
TITLE: Advances in Intelligent Data Analysis XIX - 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 2021, Proceedings
AUTHORS: Pedro Henriques Abreu ; Pedro Pereira Rodrigues ; Alberto Fernández; João Gama ;
PUBLISHED: 2021, SOURCE: IDA, VOLUME: 12695
AUTHORS: Pedro Henriques Abreu ; Pedro Pereira Rodrigues ; Alberto Fernández; João Gama ;
PUBLISHED: 2021, SOURCE: IDA, VOLUME: 12695
INDEXED IN: DBLP
DBLP432
TITLE: An analysis of Monte Carlo simulations for forecasting software projects
AUTHORS: Pedro Miranda; João Pascoal Faria ; Filipe Figueiredo Correia ; Ahmed Fares ; Ricardo Graça; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, PAGES: 1550-1558
AUTHORS: Pedro Miranda; João Pascoal Faria ; Filipe Figueiredo Correia ; Ahmed Fares ; Ricardo Graça; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, PAGES: 1550-1558
433
TITLE: An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS: Gaudreault, Jean Gabriel; Branco, Paula ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986, PAGES: 67-77
AUTHORS: Gaudreault, Jean Gabriel; Branco, Paula ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986, PAGES: 67-77
434
TITLE: An Analysis of the State of the Art of Machine Learning for Risk Assessment in Software Projects (S)
AUTHORS: André Sousa; João Pascoal Faria ; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: The 33rd International Conference on Software Engineering and Knowledge Engineering, SEKE 2021, KSIR Virtual Conference Center, USA, July 1 - July 10, 2021., VOLUME: 2021-July, PAGES: 217-222
AUTHORS: André Sousa; João Pascoal Faria ; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: The 33rd International Conference on Software Engineering and Knowledge Engineering, SEKE 2021, KSIR Virtual Conference Center, USA, July 1 - July 10, 2021., VOLUME: 2021-July, PAGES: 217-222
435
TITLE: An ensemble of autonomous auto-encoders for human activity recognition Full Text
AUTHORS: Garcia, KD; de Sa, CR; Poel, M; Carvalho, T ; Mendes Moreira, J ; Cardoso, JMP ; de Carvalho, ACPLF; Kok, JN;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 439, PAGES: 271-280
AUTHORS: Garcia, KD; de Sa, CR; Poel, M; Carvalho, T ; Mendes Moreira, J ; Cardoso, JMP ; de Carvalho, ACPLF; Kok, JN;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 439, PAGES: 271-280
436
TITLE: An extended version of the MNA-SF increases sensitivity in identifying malnutrition among community living older adults. Results from the PRONUTRISENIOR project
AUTHORS: Poinhos, R ; Oliveira, BMPM ; Sorokina, A; Franchini, B ; Afonso, C ; de Almeida, MDV ;
PUBLISHED: 2021, SOURCE: CLINICAL NUTRITION ESPEN, VOLUME: 46, PAGES: 167-172
AUTHORS: Poinhos, R ; Oliveira, BMPM ; Sorokina, A; Franchini, B ; Afonso, C ; de Almeida, MDV ;
PUBLISHED: 2021, SOURCE: CLINICAL NUTRITION ESPEN, VOLUME: 46, PAGES: 167-172
437
TITLE: An organized review of key factors for fake news detection
AUTHORS: Nuno Guimarães ; Álvaro Figueira ; Luís Torgo ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2102.13433
AUTHORS: Nuno Guimarães ; Álvaro Figueira ; Luís Torgo ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2102.13433
INDEXED IN: DBLP
DBLP438
TITLE: An Ultra-Processed Food Dietary Pattern Is Associated with Lower Diet Quality in Portuguese Adults and the Elderly: The UPPER Project Full Text
AUTHORS: de Moraes, MM ; Oliveira, B ; Afonso, C; Santos, C ; Torres, Duarte ; Lopes, C ; de Miranda, RC; Rauber, F; Antoniazzi, L; Levy, RB; Rodrigues, Sara Simões Pereira ;
PUBLISHED: 2021, SOURCE: NUTRIENTS, VOLUME: 13, ISSUE: 11, PAGES: 4119
AUTHORS: de Moraes, MM ; Oliveira, B ; Afonso, C; Santos, C ; Torres, Duarte ; Lopes, C ; de Miranda, RC; Rauber, F; Antoniazzi, L; Levy, RB; Rodrigues, Sara Simões Pereira ;
PUBLISHED: 2021, SOURCE: NUTRIENTS, VOLUME: 13, ISSUE: 11, PAGES: 4119
439
TITLE: Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space
AUTHORS: Oliveira, Nuno; Sousa, Norberto; Oliveira, Jorge ; Praca, Isabel;
PUBLISHED: 2021, SOURCE: 14th International Conference on Security of Information and Networks (SIN) in 2021 14TH INTERNATIONAL CONFERENCE ON SECURITY OF INFORMATION AND NETWORKS (SIN 2021)
AUTHORS: Oliveira, Nuno; Sousa, Norberto; Oliveira, Jorge ; Praca, Isabel;
PUBLISHED: 2021, SOURCE: 14th International Conference on Security of Information and Networks (SIN) in 2021 14TH INTERNATIONAL CONFERENCE ON SECURITY OF INFORMATION AND NETWORKS (SIN 2021)
440
TITLE: Applying Machine Learning to Risk Assessment in Software Projects
AUTHORS: Sousa, Andre; Faria, Joao Pascoal ; Mendes Moreira, Joao ; Gomes, Duarte; Henriques, Pedro Castro; Graca, Ricardo;
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: 104-118
AUTHORS: Sousa, Andre; Faria, Joao Pascoal ; Mendes Moreira, Joao ; Gomes, Duarte; Henriques, Pedro Castro; Graca, Ricardo;
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: 104-118
