Publications

Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Da Silva (2021). Sequence-Based Word Embeddings for Effective Text Classification. Natural Language Processing and Information Systems.
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Ronald Pereira, Fabrício Murai (2021). Quão efetivas são Redes Neurais baseadas em Grafos na Detecção de Fraude para Dados em Rede?. Anais do X Brazilian Workshop on Social Network Analysis and Mining.
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Bárbara Silveira, Henrique S Silva, Fabricio Murai, Ana Paula C Da Silva (2021). Predicting user emotional tone in mental disorder online communities. Future Generation Computer Systems.
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Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Da Silva (2021). Mixture Variational Autoencoder of Boltzmann Machines for Text Processing. Natural Language Processing and Information Systems.
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Shiri Dori-Hacohen, Roberto Montenegro, Fabricio Murai, Scott Hale, Keen Sung, Michela Blaine, Jennifer Edwards-Johnson (2021). Fairness via AI: Bias Reduction in Medical Information. FaccTRec@RecSys.
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Francisco Galuppo Azevedo, Fabricio Murai (2021). Evaluating the state-of-the-art in mapping research spaces: A Brazilian case study. PLOS ONE.
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Davi Pedrosa De Aguiar, Fabricio Murai (2021). Encoding physical conditioning from inertial sensors for multi-step heart rate regression. ACM-CHIL Workshop.
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Davi Pedrosa De Aguiar, Fabricio Murai (2021). Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation. 10th Brazilian Conference on Intelligent Systems, BRACIS 2021.
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Ana Couto, Fabricio Murai, Bárbara Silveira (2021). Analysis and Prediction of Users’ Emotional Tone in Reddit Mental Health Communities. iSys - Brazilian Journal of Information Systems.
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Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Da Silva, Jussara Marques De Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia (2020). Unveiling Community Dynamics on Instagram Political Network. 12th ACM Conference on Web Science.
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