Adriano Veloso

Most-cited papers

Supervised Learning for Fake News Detection
Julio C. S. Reis, A. Correia, Fabricio Murai, Adriano Veloso +2 more
2019IEEE Intelligent Systems433 citations
Semantic Scholar
Reverse engineering socialbot infiltration strategies in Twitter
Carlos Freitas, Fabrício Benevenuto, Saptarshi Ghosh, Adriano Veloso
2014International Conference on Advances in Social Networks Analysis and Mining153 citations
Semantic Scholar
Multiobjective Pareto-Efficient Approaches for Recommender Systems
Marco Tulio Ribeiro, N. Ziviani, E. S. de Moura, Itamar Hata +2 more
2014ACM Transactions on Intelligent Systems and Technology131 citations Open access
Semantic Scholar
Explainable Machine Learning for Fake News Detection
Julio C. S. Reis, A. Correia, Fabricio Murai, Adriano Veloso +1 more
2019Web Science Conference129 citations
Semantic Scholar
Understanding machine learning software defect predictions
Geanderson Esteves, Eduardo Figueiredo, Adriano Veloso, Markos Viggiato +1 more
2020International Conference on Automated Software Engineering93 citations
Semantic Scholar
Automated Essay Scoring in the Presence of Biased Ratings
Evelin Amorim, Márcia Cançado, Adriano Veloso
2018North American Chapter of the Association for Computational Linguistics87 citations Open access
Semantic Scholar
Cost-effective on-demand associative author name disambiguation
Adriano Veloso, Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender +1 more
2012Information Processing & Management56 citations Open access
Semantic Scholar
Named Entity Disambiguation in Streaming Data
Alexandre Davis, Adriano Veloso, A. Silva, Alberto H. F. Laender +1 more
2012Annual Meeting of the Association for Computational Linguistics52 citations
Semantic Scholar
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer’s Disease
Eduardo Nigri, N. Ziviani, F. Cappabianco, Augusto Antunes +1 more
2020IEEE International Joint Conference on Neural Network51 citations Open access
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Deep Active Learning for Anomaly Detection
Tiago Pimentel, Marianne Monteiro, Adriano Veloso, N. Ziviani
2018IEEE International Joint Conference on Neural Network48 citations Open access
Semantic Scholar
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
Tiago Alves, Alberto H. F. Laender, Adriano Veloso, N. Ziviani
20182018 IEEE International Conference on Big Data (Big Data)45 citations Open access
Semantic Scholar
Self‐training author name disambiguation for information scarce scenarios
Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender
2014J. Assoc. Inf. Sci. Technol.40 citations
Semantic Scholar
Mining citizen emotions to estimate the urgency of urban issues
Christian Masdeval, Adriano Veloso
2015Information Systems37 citations
Semantic Scholar
Practical Detection of Spammers and Content Promoters in Online Video Sharing Systems
Fabrício Benevenuto, Tiago Rodrigues, Adriano Veloso, Jussara M. Almeida +2 more
2012IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)36 citations
Semantic Scholar
Fake News Classification Based on Subjective Language
C. L. M. Jerônimo, L. Marinho, Cláudio E. C. Campelo, Adriano Veloso +1 more
2019International Conference on Information Integration and Web-based Applications & Services34 citations
Semantic Scholar
A Multi-aspect Analysis of Automatic Essay Scoring for Brazilian Portuguese
Evelin Amorim, Adriano Veloso
2017Conference of the European Chapter of the Association for Computational Linguistics32 citations Open access
Semantic Scholar
Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning
D. Araújo, Adriano Veloso, R. D. de Oliveira, M. Giraud +3 more
2021Artif. Intell. Medicine31 citations
Semantic Scholar
FS-NER: a lightweight filter-stream approach to named entity recognition on twitter data
Diego Marinho de Oliveira, Alberto H. F. Laender, Adriano Veloso, A. Silva
2013The Web Conference28 citations
Semantic Scholar
Learning Transferable Features for Speech Emotion Recognition
A. Marczewski, Adriano Veloso, N. Ziviani
2017ACM Multimedia26 citations Open access
Semantic Scholar
Characterizing the effectiveness of twitter hashtags to detect and track online population sentiment
Glívia Angélica Rodrigues Barbosa, I. S. Silva, Mohammed J. Zaki, Wagner Meira Jr +2 more
2012CHI Extended Abstracts25 citations
Semantic Scholar
Economically-efficient sentiment stream analysis
Roberto Lourenco, Adriano Veloso, Adriano C. M. Pereira, Wagner Meira Jr +2 more
2014Annual International ACM SIGIR Conference on Research and Development in Information Retrieval24 citations
Semantic Scholar
Active associative sampling for author name disambiguation
Anderson A. Ferreira, Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso +1 more
2012ACM/IEEE Joint Conference on Digital Libraries24 citations
Semantic Scholar
Predicting Software Defects with Explainable Machine Learning
G. E. D. Santos, Eduardo Figueiredo, Adriano Veloso, Markos Viggiato +1 more
2020Brazilian Symposium on Software Quality22 citations
Semantic Scholar
Extreme event counterfactual analysis of electricity consumption in Brazil: Historical impacts and future outlook under climate change
Gianlucca L. Zuin, Robert Buechler, Tao Sun, Chad Zanocco +3 more
2023Energy21 citations
Semantic Scholar
Fast Node Embeddings: Learning Ego-Centric Representations
Tiago Pimentel, Adriano Veloso, N. Ziviani
2018International Conference on Learning Representations21 citations
Semantic Scholar
Learning sequential classifiers from long and noisy discrete-event sequences efficiently
Gessé Dafé, Adriano Veloso, Mohammed J. Zaki, Wagner Meira Jr
2015Data mining and knowledge discovery21 citations
Semantic Scholar
Prediction of SARS-CoV-2-positivity from million-scale complete blood counts using machine learning
Gianlucca L. Zuin, D. Araújo, Vinicius Ribeiro, Marilyn Seiler +5 more
2022Communications Medicine20 citations Open access
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Unsupervised and Scalable Algorithm for Learning Node Representations
Tiago Pimentel, Adriano Veloso, N. Ziviani
2017International Conference on Learning Representations19 citations
Semantic Scholar
An empirical study of socialbot infiltration strategies in the Twitter social network
Carlos Freitas, Fabrício Benevenuto, Adriano Veloso, Saptarshi Ghosh
2016Social Network Analysis and Mining18 citations
Semantic Scholar
Employee Analytics through Sentiment Analysis
André Costa, Adriano Veloso
2015Brazilian Symposium on Databases18 citations
Semantic Scholar
A Generalized Active Learning Approach for Unsupervised Anomaly Detection
Tiago Pimentel, Marianne Monteiro, J. Viana, Adriano Veloso +1 more
2018arXiv.org17 citations
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Learning to Rank with Deep Autoencoder Features
Alberto Albuquerque, Tiago Amador, R. Ferreira, Adriano Veloso +1 more
2018IEEE International Joint Conference on Neural Network17 citations
Semantic Scholar
A Two‐stage active learning method for learning to rank
Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso
2014J. Assoc. Inf. Sci. Technol.17 citations
Semantic Scholar
Early identification of ICU patients at risk of complications: Regularization based on robustness and stability of explanations
Tiago Amador, Saulo Saturnino, Adriano Veloso, N. Ziviani
2022Artif. Intell. Medicine16 citations
Semantic Scholar
Proceedings of the First Workshop on Gender Bias in Natural Language Processing
Marta R. Costa-juss, Christian Hardmeier, Will Radford, Kellie Webster +496 more
201914 citations Open access
Semantic Scholar
Improving daily deals recommendation using explore-then-exploit strategies
A. Lacerda, Rodrygo L. T. Santos, Adriano Veloso, N. Ziviani
2014Information Retrieval Journal13 citations
Semantic Scholar
Weighted slope one predictors revisited
Danilo Menezes, A. Lacerda, Leila Silva, Adriano Veloso +1 more
2013The Web Conference12 citations
Semantic Scholar
Prognosing the risk of COVID-19 death through a machine learning-based routine blood panel: A retrospective study in Brazil
D. Araújo, Adriano Veloso, K. Borges, M. das Graças Carvalho
2022Int. J. Medical Informatics11 citations Open access
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A Novel Panel of Plasma Proteins Predicts Progression in Prodromal Alzheimer’s Disease
D. Araújo, Adriano Veloso, K. Gomes, L. D. de Souza +2 more
2022Journal of Alzheimer's Disease11 citations
Semantic Scholar
Exploratory and interactive daily deals recommendation
A. Lacerda, Adriano Veloso, N. Ziviani
2013ACM Conference on Recommender Systems11 citations
Semantic Scholar
Media Bias Characterization in Brazilian Presidential Elections
A. Sales, Leandro Balby, Adriano Veloso
2019ACM Conference on Hypertext & Social Media9 citations
Semantic Scholar
Pointwise and pairwise clothing annotation: combining features from social media
Keiller Nogueira, Adriano Veloso, J. D. dos Santos
2015Multimedia tools and applications9 citations
Semantic Scholar
Deep Learning Techniques for Explainable Resource Scales in Collectible Card Games
Gianlucca L. Zuin, L. Chaimowicz, Adriano Veloso
2020IEEE Transactions on Games8 citations
Semantic Scholar
Learning Transferable Features For Open-Domain Question Answering
Gianlucca L. Zuin, L. Chaimowicz, Adriano Veloso
2018IEEE International Joint Conference on Neural Network8 citations
Semantic Scholar
Effective Fashion Retrieval Based on Semantic Compositional Networks
Dan Valle, N. Ziviani, Adriano Veloso
2018IEEE International Joint Conference on Neural Network8 citations
Semantic Scholar
Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning
M. Moreira, J. D. dos Santos, Adriano Veloso
2014International Conference on Multimedia Retrieval7 citations
Semantic Scholar
Alleviating the Sparsity Problem in Recommender Systems by Exploring Underlying User Communities
Aline Bessa, Alberto H. F. Laender, Adriano Veloso, N. Ziviani
2012Alberto Mendelzon Workshop on Foundations of Data Management7 citations
Semantic Scholar
Efficient Estimation of Node Representations in Large Graphs using Linear Contexts
Tiago Pimentel, R. Castro, Adriano Veloso, N. Ziviani
2019IEEE International Joint Conference on Neural Network6 citations
Semantic Scholar
A Sequential Approach for Pain Recognition Based on Facial Representations
Antoni Mauricio, F. Cappabianco, Adriano Veloso, G. Cámara
2019International Conference on Virtual Storytelling6 citations
Semantic Scholar
Revealing the Impact of Extreme Events on Electricity Consumption in Brazil: A Data-Driven Counterfactual Approach
Gianlucca L. Zuin, Robert Buechler, Tao Sun, Chad Zanocco +3 more
2022IEEE Power & Energy Society General Meeting5 citations
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