Fernanda Baiao

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Flavia Maria SantoroUniversidade do Estado do Rio de JaneiroVerified email at ime.uerj.br
Marta MattosoProfessor of Computer Science, COPPE, Fed University Rio de JaneiroVerified email at cos.ufrj.br
Leonardo Guerreiro AzevedoIBM CorporationVerified email at br.ibm.com
Kate RevoredoResearch Associate at Humboldt-Universität zu BerlinVerified email at hu-berlin.de
Silvio HamacherProfessor of Industrial Engineering, PUC-Rio, BrazilVerified email at puc-rio.br
Daniel de OliveiraAssociate Professor at Universidade Federal Fluminense (UFF)Verified email at ic.uff.br
Fernando A. BozzaSenior Scientist, Oswaldo Cruz Foundation (FIOCRUZ), and IDOR, Rio de Janeiro, BrazilVerified email at ini.fiocruz.br
Paula MaçairaProfessor of Statistics, Pontifical Catholic University of Rio de JaneiroVerified email at puc-rio.br
Jairo Francisco de SouzaUniversidade Federal de Juiz de ForaVerified email at ufjf.edu.br
Giancarlo GuizzardiChair of Semantics, Cybersecurity & Services (SCS), University of Twente, EEMCS, The NetherlandsVerified email at inf.ufes.br
Leonardo S. L. BastosPontifical Catholic University of Rio de JaneiroVerified email at puc-rio.br
Otavio RanzaniBarcelona Institute for Global Health (ISGlobal), Spain / University of São Paulo, BrazilVerified email at isglobal.org
Igor Tona PeresPontifical Catholic University of Rio de JaneiroVerified email at tecgraf.puc-rio.br
Eduardo OgasawaraCEFET/RJVerified email at ieee.org
Leila Figueiredo DantasPUC-RioVerified email at aluno.puc-rio.br
João Gabriel GelliPUC-RioVerified email at tecgraf.puc-rio.br
Bianca Brandão de Paula AntunesPUC-RioVerified email at tecgraf.puc-rio.br
Juliana FrançaFederal University of Rio de JaneiroVerified email at ic.ufrj.br
Pedro Henrique Piccoli RichettiUniversidade Federal do Rio de Janeiro (UFRJ)Verified email at ufrj.br
Vanessa BraganholoProfessor of Computer Science, Universidade Federal FluminenseVerified email at ic.uff.br

Fernanda Baiao

Associate Professor at PUC-Rio

Verified email at puc-rio.br

Data Science Ontology Knowledge-intensive Processes


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ABI Approach: Automatic Bias Identification in Decision-Making Under Risk based in an Ontology of Behavioral Economics EC Ramos, MLM Campos, F Baião arXiv preprint arXiv:2405.14067, 2024		2024
Tópicos Especiais em Sistemas de Informação: Minicursos SBSI 2024 DB Claro, FA Baião, RM de Castro, JM David, R de Oliveira, ... Sociedade Brasileira de Computação, 2024		2024
A statistical analysis of COVID-19 mortality dynamics: Unraveling the interplay between vaccination trends, socioeconomic factors, and government interventions in Brazilian states J Villar, L Maddalena, T de Abreu Camargo, PM Maçaira, F Baião, ... Socio-Economic Planning Sciences 92, 101855, 2024		2024
A predictive assessment of households' risk against disasters caused by cold waves using machine learning R Quiliche, B Santiago, FA Baião, A Leiras International Journal of Disaster Risk Reduction 98, 104109, 2023		2023
Intentional Semantics for Molecular Biology ML Guateque, DM Vieira, EM de Armas, F Baiao, M Catanho, ... Advances in Bioinformatics and Computational Biology: 16th Brazilian …, 2023		2023
Intentional Semantics for Molecular Biology EH Haeusler, B Cuconato, LA Glatzl, ML Guateque, DM Vieira, ... Brazilian Symposium on Bioinformatics, 94-105, 2023		2023
Transversando entre a Gestão de Processos de Negócio e a Gestão de Conhecimento: Modelagem e Desenvolvimento de um Sistema de Informação em Instituição de Ensino Superior JR Duarte, F Baião Anais Estendidos do XIX Simpósio Brasileiro de Sistemas de Informação, 184-189, 2023		2023
What we talk about when we talk about COVID-19 vaccination campaign impact: a narrative review HN Hastenreiter Filho, IT Peres, LG Maddalena, FA Baião, OT Ranzani, ... Frontiers in Public Health 11, 1126461, 2023	1	2023
A cognitive BPM theory for knowledge-intensive processes JC de Almeida Rodrigues Gonçalves, FA Baião, FM Santoro, G Guizzardi Business Process Management Journal 29 (2), 465-488, 2023	2	2023
An Ontology-based Data-driven Architecture for Analyzing Cognitive Biases in Decision-making. LF Sayão, FA Baião ONTOBRAS, 116-122, 2023	1	2023
Primary healthcare protects vulnerable populations from inequity in COVID-19 vaccination: An ecological analysis of nationwide data from Brazil LSL Bastos, S Aguilar, B Rache, P Maçaira, F Baião, J Cerbino-Neto, ... The Lancet Regional Health–Americas 14, 2022	23	2022
Autonomic Combination and Selection of Tuning Actions RP de Oliveira, F Baião, J Machado, AC Almeida, S Lifschitz Anais do XXXVII Simpósio Brasileiro de Bancos de Dados, 39-51, 2022		2022
Conceptual model visual simulation and the inductive learning of missing domain constraints M Fumagalli, TP Sales, FA Baião, G Guizzardi Data & Knowledge Engineering 140, 102040, 2022	1	2022
Previsão da duração de processos de contratação de novos instrumentos contratuais R Ventriglia, LM Carrilho, G Ribas, P Marins, V Brandão, F Baiao, ... Galoá, 2022		2022
The Impact of the First Year of COVID-19 Vaccination Strategy in Brazil: An Ecological Study (preprint) S Aguilar, LSL Bastos, P Maçaira, FA Baiao, P Simões, J Cerbino-Neto, ...		2022
An Application of the Disease Ontology (DO) for Clustering COVID-19 Hospitalizations in Rio de Janeiro. L Maddalena, F Baião ONTOBRAS, 9-22, 2022		2022
A semantic abstraction criterion to reduce complexity on automatically discovered declarative maps PHP Richetti, FA Baião, FM Santoro International Journal of Business Process Integration and Management 11 (1 …, 2022		2022
Deviance mining with treatment learning and declare-based encoding of event logs PHP Richetti, LS Jazbik, FA Baião, MLM Campos Expert Systems with Applications 187, 115962, 2022	9	2022
Inferencing Relational Database Tuning Actions with OnDBTuning Ontology LSS Perciliano, V dos Santos, F Baião, EH Haeusler, S Lifschitz, ... Anais do XXXVI Simpósio Brasileiro de Bancos de Dados, 157-168, 2021	2	2021
Predicting drug sensitivity of cancer cells based on DNA methylation levels SP Miranda, FA Baião, JL Fleck, SR Piccolo PloS one 16 (9), e0238757, 2021	10	2021

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