Marcos André Gonçalves

On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!"
202339 citationsauthor #7
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification
202339 citationsauthor #5
Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset
20235 citationsauthor #97
Transplante Autólogo de Células-Tronco Hematopoiéticas no Tratamento da Esclerose Múltipla: Começo de uma Nova Era?
20230 citationsauthor #1
The rise of hyperprolific authors in computer science: characterization and implications
20238 citationsauthor #3
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning
20237 citationsauthor #3
Ativismo em direitos humanos e violência: notas sobre a história da FEDEFAM e a atualidade do desaparecimento forçado de pessoas
20220 citationsauthor #1
LINFOMA NÃO HODGKIN PRIMÁRIO DE SISTEMA NERVOSO CENTRAL: RELATO DE CASO
20220 citationsauthor #6
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais
20225 citationsauthor #6
DESCRIÇÃO DE MUTAÇÃO RARA (HBB:C.92+81C>T) NA REGIÃO NÃO CODIFICANTE DO GENE β-GLOBINA EM UMA FAMÍLIA DA CIDADE DE VITÓRIA DA CONQUISTA, BAHIA, BRASIL
20220 citationsauthor #4
Characterizing and Understanding Temporal Effects in COVID-19 Data
20221 citationsauthor #7
Abstract 15698: Logistic and Machine Learning Approaches to Identify Predictors of Venous Thromboembolism in Covid-19 Patients
20220 citationsauthor #7
How to build high quality L2R training data: Unsupervised compression-based selective sampling for learning to rank
20226 citationsauthor #4
PÚRPURA TROMBOCITOPÊNICA TROMBOTICA REFRATÁRIA: RELATO DE CASO
20221 citationsauthor #8
Effects of planting density on light interception and distribution, physiological and agronomic performance of ‘Gala’ apple orchards
20224 citationsauthor #2
On the Presence of Abusive Language in Mis/Disinformation
20221 citationsauthor #4
EFICÁCIA DO TRATAMENTO BASEADO EM VENETOCLAX EM PACIENTE JOVEM COM LEUCEMIA MIELOIDE AGUDA RECIDIVADA CANDIDATO A TRANSPLANTE DE MEDULA ÓSSEA ALOGÊNICO
20220 citationsauthor #3
problema hermenêutico colocado pelas humanidades digitais
20223 citationsauthor #1
Application of biofertilizers in ‘Gala’ apple orchards at planting: consequences in mineral content, agronomic and physiological performance
20222 citationsauthor #2
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo
20228 citationsauthor #8
Potabilidade da água em escolas municipais de Capanema-PA: Uma proposta de melhoria com sistema simplificado de tratamento
20220 citationsauthor #2
On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction
202213 citationsauthor #2
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling
20228 citationsauthor #6
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field
20221 citationsauthor #9
DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito Governamental
20225 citationsauthor #8
LEUCEMIA MIELOIDE AGUDA SECUNDÁRIA. RESULTADOS DE TRATAMENTOS REALIZADOS E CURVA DE SOBREVIDA EM UM HOSPITAL PÚBLICO
20220 citationsauthor #9
Infodemics and health misinformation: a systematic review of reviews
2022283 citationsauthor #5
ANÁLISE DA DISPONIBILIDADE HÍDRICA PARA O APROVEITAMENTO DE ÁGUA DE CHUVA NO ESTADO DO MARANHÃO, BRASIL
20220 citationsauthor #2
Identificação do tipo de abastecimento e monitoramento da qualidade da água de consumo humano do município de Coelho Neto, Maranhão
20221 citationsauthor #2
LINFOMA HEPATOESPLÊNICO DE CÉLULAS T GAMA/DELTA: RELATO DE CASO
20220 citationsauthor #4
LINFOMA DE HODGKIN EM PÂNCREAS: RELATO DE CASO
20220 citationsauthor #7
Predictors of venous thromboembolism in COVID-19 patients: results of the COVID-19 Brazilian Registry
20227 citationsauthor #56
Efetividade da terapia com Florais de Bach / Effectiveness of Bach Florals therapy
20211 citationsauthor #2
Individualized extreme dominance (IndED): A new preference-based method for multi-objective recommender systems
202111 citationsauthor #5
SISTEMA DE MONITORAMENTO DA CONCENTRAÇÃO DE MATERIAL PARTICULADO USANDO SENSOR ÓPTICO DE BAIXO CUSTO E RASPBERRY PI
20210 citationsauthor #1
Trissomia do Cromossomo 21: Atenção Farmacêutica para Portadores de Cuidados Especiais / Trissomy of Chromosus 21: Pharmaceutical Care for Special Care Patients
20210 citationsauthor #3
Effectiveness, Explainability and Reliability of Machine Meta-Learning Methods for Predicting Mortality in Patients with COVID-19: Results of the Brazilian COVID-19 Registry
20211 citationsauthor #92
TRATAMENTO DA LEUCEMIA MIELÓIDE CRÔNICA COM INIBIDORES DE TIROSINO QUINASE EM SEGUNDA LINHA
20210 citationsauthor #6
Crimes ambientais por acumulação: aspectos sociológicos e dogmático
20210 citationsauthor #1
Impact of Big Data Analytics on People’s Health: Overview of Systematic Reviews and Recommendations for Future Studies
202166 citationsauthor #6
Analyzing topic attention in online small groups
20212 citationsauthor #3
ÓRFÃOS FUNCIONAIS
20210 citationsauthor #1
Proposta de melhoria da qualidade da água de abastecimento, Rosário-Maranhão-Brasil
20211 citationsauthor #2
Analysis of the User Experience with a Multiperspective Tool for Explainable Machine Learning in Light of Interactive Principles
20213 citationsauthor #4
A Thorough Exploitation of Distance-Based Meta-Features for Automated Text Classification
20211 citationsauthor #2
Índice de qualidade da água da sub-bacia do Riacho Cacau, Portal da Amazônia Imperatriz- MA
20212 citationsauthor #2
Monitoria de Alergia e Imunologia Clínica durante o ensino remoto em tempo de pandemia: Um relato de experiência
20211 citationsauthor #7
Conforto lumínico e cefaleia no ambiente escolar no ensino fundamental no Maranhão
20200 citationsauthor #7
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
202052 citationsauthor #9
Expresso Chagas 21: Álbum fotográfico do conteúdo audiovisual para o compartilhamento de saberes em doença de Chagas
20200 citationsauthor #9
"Keep it Simple, Lazy" -- MetaLazy: A New MetaStrategy for Lazy Text Classification
202012 citationsauthor #2
Filas: Conceitos, Novos Enfoques de Abordagem e Aplicações Em Transportes
20200 citationsauthor #6
Automatic Disambiguation of Author Names in Bibliographic Repositories
202018 citationsauthor #2
Automatic Content Quality Estimation Using Deep Neural Networks in Collaborative Encyclopedias on the Web
20203 citationsauthor #4
A bias-variance analysis of state-of-the-art random forest text classifiers
202028 citationsauthor #3
ESTIMATIVA DE PRECIPITAÇÃO ANUAL NO NORTE DO BRASIL CONSIDERANDO OS EFEITOS DOS EVENTOS ENOS: EL NIÑO E LA NIÑA
20201 citationsauthor #1
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords
202046 citationsauthor #6
Fine-grained tourism prediction: Impact of social and environmental features
202030 citationsauthor #5
Juridicização e tribunalização da história
20200 citationsauthor #1
O papel do discurso religioso na construção da identidade etnocultural dos imigrantes italianos em Curitiba no final do século XIX
20200 citationsauthor #2
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons
202023 citationsauthor #5
"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products
202025 citationsauthor #10
ESTUDO DA PRODUÇÃO DE PISOS DE BORRACHA SBR, E DE SILICONE, UTILIZANDO A BORRACHA DE SILICONE RECICLADA COMO CARGA
20200 citationsauthor #4
Parallel rule‐based selective sampling and on‐demand learning to rank
20192 citationsauthor #6
Evolutionary Risk-Sensitive Feature Selection for Learning to Rank
20190 citationsauthor #3
Análise 3D das estruturas de bandas de EBG através do método dos elementos finitos
20190 citationsauthor #2
Tagging and Tag Recommendation
20191 citationsauthor #3
Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search
201988 citationsauthor #2
Apresentação do Dossiê Direitos Humanos e Políticas de Memória
20190 citationsauthor #2
Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation
201915 citationsauthor #4
Image Aesthetics and its Effects on Product Clicks in E-Commerce Search
201910 citationsauthor #6
Document Performance Prediction for Automatic Text Classification
20194 citationsauthor #4
O exílio republicano e a guerra civil espanhola na revista Historia Mexicana
20190 citationsauthor #1
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection
201921 citationsauthor #3
INCIDÊNCIA DE ACIDENTES DE MOTOCICLETA NAS CIDADES SATÉLITES DO RECANTO DAS EMAS, SAMAMBAIA E RIACHO FUNDO II NO DISTRITO FEDERAL
20190 citationsauthor #2
Automatic Generation of Initial Reading Lists: Requirements and Solutions
20191 citationsauthor #4
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling
201971 citationsauthor #8
Characterizing Attention Cascades in WhatsApp Groups
201942 citationsauthor #3
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification
201917 citationsauthor #4
Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generation
20193 citationsauthor #2
Bag of textual graphs (BoTG): A general graph‐based text representation model
20199 citationsauthor #3
Processo de retração nas geleiras do Campo de Gelo Kraków, Ilha Rei George, Antártica
20180 citationsauthor #1
A Feature-Oriented Sentiment Rating for Mobile App Reviews
201873 citationsauthor #7
NetClass: A network-based relational model for document classification
20182 citationsauthor #5
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems
20185 citationsauthor #6
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification
20189 citationsauthor #7
Improving random forests by neighborhood projection for effective text classification
201853 citationsauthor #2
BLOSS: Effective meta-blocking with almost no effort
201827 citationsauthor #2
A visão dos acadêmicos de enfermagem frente à terminalidade da vida
20180 citationsauthor #4
Secagem, armazenamento e validação de metodologia para teste de germinação de sementes de porta-enxertos de citros
20180 citationsauthor #1
A Genetic Programming approach for feature selection in highly dimensional skewed data
201876 citationsauthor #3
Semantic networks of keywords from Brazilian dissertations on physics teaching
20182 citationsauthor #4
O ensino de Literatura no processo de formação e preservação da cultura nordestina
20180 citationsauthor #1
A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce information
201812 citationsauthor #3
Semantically-Enhanced Topic Modeling
201818 citationsauthor #9
Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach
20184 citationsauthor #5
Stacking Bagged and Boosted Forests for Classification of Noisy and High-Dimensional Data
20180 citationsauthor #2
A framework for unexpectedness evaluation in recommendation
20173 citationsauthor #4
Composição Corporal, Ingestão Nutricional e Infertilidade Masculina.
20170 citationsauthor #1
A Two-Stage Machine learning approach for temporally-robust text classification
201710 citationsauthor #4

Marcos André Gonçalves

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