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: 3447
132 Team MembersFilters -> Year: 2026
1521
TITLE: Bandit-Based Automated Machine Learning
AUTHORS: Das Dores, SCN; Soares, C ; Ruiz, D;
PUBLISHED: 2018, SOURCE: 7th Brazilian Conference on Intelligent Systems (BRACIS) in 2018 7TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), PAGES: 121-126
AUTHORS: Das Dores, SCN; Soares, C ; Ruiz, D;
PUBLISHED: 2018, SOURCE: 7th Brazilian Conference on Intelligent Systems (BRACIS) in 2018 7TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), PAGES: 121-126
1522
TITLE: BI-RADS CLASSIFICATION OF BREAST CANCER: A NEW PRE-PROCESSING PIPELINE FOR DEEP MODELS TRAINING Full Text
AUTHORS: Inês Domingues ; Abreu, PH ; Santos, J ;
PUBLISHED: 2018, SOURCE: 25th IEEE International Conference on Image Processing (ICIP) in 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), PAGES: 1378-1382
AUTHORS: Inês Domingues ; Abreu, PH ; Santos, J ;
PUBLISHED: 2018, SOURCE: 25th IEEE International Conference on Image Processing (ICIP) in 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), PAGES: 1378-1382
1523
TITLE: Biased Dynamic Sampling for Temporal Network Streams
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: COMPLEX NETWORKS (1), VOLUME: 812, PAGES: 512-523
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: COMPLEX NETWORKS (1), VOLUME: 812, PAGES: 512-523
1524
TITLE: Bioinformatics algorithms: Design and implementation in python
AUTHORS: Rocha, M ; Ferreira, PG ;
PUBLISHED: 2018, SOURCE: Bioinformatics Algorithms: Design and Implementation in Python, PAGES: 1-400
AUTHORS: Rocha, M ; Ferreira, PG ;
PUBLISHED: 2018, SOURCE: Bioinformatics Algorithms: Design and Implementation in Python, PAGES: 1-400
INDEXED IN: 
Scopus
Scopus1525
TITLE: Building robust prediction models for defective sensor data using Artificial Neural Networks
AUTHORS: Arvind Kumar Shekar; Cláudio Rebelo de Sá; Hugo Ferreira; Carlos Soares ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1804.05544
AUTHORS: Arvind Kumar Shekar; Cláudio Rebelo de Sá; Hugo Ferreira; Carlos Soares ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1804.05544
INDEXED IN: 
DBLP
DBLP1526
TITLE: Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network Full Text
AUTHORS: Rodrigues, PP ; Ferreira Santos, D ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
AUTHORS: Rodrigues, PP ; Ferreira Santos, D ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
1527
TITLE: cf2vec: Collaborative Filtering algorithm selection using graph distributed representations
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1809.06120
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1809.06120
INDEXED IN: DBLP
DBLP1528
TITLE: CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection Framework
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
PUBLISHED: 2018, SOURCE: DS, VOLUME: 11198 LNAI, PAGES: 114-128
AUTHORS: Tiago Cunha ; Carlos Soares ; André C P L F de Carvalho;
PUBLISHED: 2018, SOURCE: DS, VOLUME: 11198 LNAI, PAGES: 114-128
1529
TITLE: CF4CF: Recommending Collaborative Filtering algorithms using Collaborative Filtering. recommending collaborative filtering algorithms using collaborative filtering PDF
AUTHORS: Cunha, T ; Soares, C ; de Carvalho, ACPLF;
PUBLISHED: 2018, SOURCE: 12th ACM Conference on Recommender Systems (RecSys) in 12TH ACM CONFERENCE ON RECOMMENDER SYSTEMS (RECSYS), PAGES: 357-361
AUTHORS: Cunha, T ; Soares, C ; de Carvalho, ACPLF;
PUBLISHED: 2018, SOURCE: 12th ACM Conference on Recommender Systems (RecSys) in 12TH ACM CONFERENCE ON RECOMMENDER SYSTEMS (RECSYS), PAGES: 357-361
1530
TITLE: Clustering in the Presence of Concept Drift
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: ECML/PKDD (1), VOLUME: 11051 LNAI, PAGES: 339-355
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: ECML/PKDD (1), VOLUME: 11051 LNAI, PAGES: 339-355
1531
TITLE: Co-training study for Online Regression
AUTHORS: Sousa, R ; Gama, J ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 529-531
AUTHORS: Sousa, R ; Gama, J ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, PAGES: 529-531
1532
TITLE: Comparing Reverse Complementary Genomic Words Based on Their Distance Distributions and Frequencies Full Text
AUTHORS: Ana Helena Tavares; Jakob Raymaekers; Peter J Rousseeuw; Raquel M Silva; Carlos A C Bastos; Armando Pinho ; Paula Brito ; Vera Afreixo ;
PUBLISHED: 2018, SOURCE: INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, VOLUME: 10, ISSUE: 1, PAGES: 1-11
AUTHORS: Ana Helena Tavares; Jakob Raymaekers; Peter J Rousseeuw; Raquel M Silva; Carlos A C Bastos; Armando Pinho ; Paula Brito ; Vera Afreixo ;
PUBLISHED: 2018, SOURCE: INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, VOLUME: 10, ISSUE: 1, PAGES: 1-11
1533
TITLE: Conclusions, Limitations and Future Research
AUTHORS: Mani, V; Catarina Delgado ;
PUBLISHED: 2018, SOURCE: India Studies in Business and Economics - Supply Chain Social Sustainability for Manufacturing, PAGES: 153-157
AUTHORS: Mani, V; Catarina Delgado ;
PUBLISHED: 2018, SOURCE: India Studies in Business and Economics - Supply Chain Social Sustainability for Manufacturing, PAGES: 153-157
INDEXED IN: 
CrossRef
CrossRef1534
TITLE: Contributions to the Detection of Unreliable Twitter Accounts through Analysis of Content and Behaviour
AUTHORS: Nuno Guimarães ; Álvaro Figueira ; Luís Torgo ;
PUBLISHED: 2018, SOURCE: KDIR, VOLUME: 1, PAGES: 90-99
AUTHORS: Nuno Guimarães ; Álvaro Figueira ; Luís Torgo ;
PUBLISHED: 2018, SOURCE: KDIR, VOLUME: 1, PAGES: 90-99
1535
TITLE: Convolutional Neural Networks for Heart Sound Segmentation
AUTHORS: Renna, F ; Oliveira, J ; Coimbra, MT ;
PUBLISHED: 2018, SOURCE: European Signal Processing Conference (EUSIPCO) in 2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), VOLUME: 2018-September, PAGES: 757-761
AUTHORS: Renna, F ; Oliveira, J ; Coimbra, MT ;
PUBLISHED: 2018, SOURCE: European Signal Processing Conference (EUSIPCO) in 2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), VOLUME: 2018-September, PAGES: 757-761
1536
TITLE: Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
AUTHORS: Daniela Ferreira-Santos; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
AUTHORS: Daniela Ferreira-Santos; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
INDEXED IN: CrossRef
CrossRef1537
TITLE: Cost-Sensitive Learning: Preface
AUTHORS: Luís Torgo ; Stan Matwin; Gary Weiss; Nuno Moniz ; Paula Branco ;
PUBLISHED: 2018, SOURCE: COST@SDM, VOLUME: 88, PAGES: 1-3
AUTHORS: Luís Torgo ; Stan Matwin; Gary Weiss; Nuno Moniz ; Paula Branco ;
PUBLISHED: 2018, SOURCE: COST@SDM, VOLUME: 88, PAGES: 1-3
INDEXED IN: Scopus DBLP
Scopus DBLP1538
TITLE: Cournot duopolies with investment in R&D: Regions of nash investment equilibria
AUTHORS: Oliveira, BMPM ; Becker Paulo, J; Pinto, AA ;
PUBLISHED: 2018, SOURCE: 4th International Conference on Dynamics, Games and Science: Decision Models in a Complex Economy, DGS IV 2016 and 8th Berkeley Bioeconomy Conference: The Future of Biofuels, 2015 in Springer Proceedings in Mathematics and Statistics, VOLUME: 224, PAGES: 303-311
AUTHORS: Oliveira, BMPM ; Becker Paulo, J; Pinto, AA ;
PUBLISHED: 2018, SOURCE: 4th International Conference on Dynamics, Games and Science: Decision Models in a Complex Economy, DGS IV 2016 and 8th Berkeley Bioeconomy Conference: The Future of Biofuels, 2015 in Springer Proceedings in Mathematics and Statistics, VOLUME: 224, PAGES: 303-311
1539
TITLE: Cover Image, Volume 8, Issue 5 Full Text
AUTHORS: Shazia Tabassum ; Fabíola Souza F Pereira; Sofia Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: WIREs Data Mining Knowl. Discov., VOLUME: 8, ISSUE: 5
AUTHORS: Shazia Tabassum ; Fabíola Souza F Pereira; Sofia Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: WIREs Data Mining Knowl. Discov., VOLUME: 8, ISSUE: 5
INDEXED IN: DBLP CrossRef
DBLP CrossRef1540
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches Full Text
AUTHORS: Santos, MS ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
AUTHORS: Santos, MS ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
