Bruno Magalhães Nogueira

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 6

Top Topics

Machine Learning

Metric Learning

Pairwise Constraints

Multidimensional Data Model

Top Venues

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Marcos Gôlo, Mariana Caravanti, Rafael Geraldeli Rossi, Solange O. Rezende, Bruno Magalhães Nogueira, Ricardo M. Marcacini
Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. WebMedia (2021)
Vinícios Faustino de Carvalho, Bianca Giacon, Carlos Nascimento, Bruno Magalhães Nogueira
Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language. BRACIS (2020)
Lucas Akayama Vilhagra, Eraldo Rezende Fernandes, Bruno Magalhães Nogueira
TextCSN: a semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network. SAC (2020)
Lucas de Souza Rodrigues, Edson Takashi Matsubara, Bruno Magalhães Nogueira
Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and ROC Curves. ICDAR (2017)
Bruno Magalhães Nogueira, Yuri Karan Benevides Tomas, Ricardo Marcondes Marcacini
Integrating distance metric learning and cluster-level constraints in semi-supervised clustering. IJCNN (2017)
Vanessa Araujo Borges, Bruno Magalhães Nogueira, Ellen Francine Barbosa
A multidimensional data model for the analysis of learning management systems under different perspectives. FIE (2016)
Luis Enrique Zárate, Bruno Magalhães Nogueira, Tadeu Renato André Santos, Mark Alan Junho Song
Techniques for Missing Value Recovering in Imbalanced Databases: Application in a Marketing Database with Massive Missing Data. SMC (2006)