Fabricio Murai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 52

Top Topics

Boltzmann Machines

Money Laundering

Top Venues

Publications

Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
Temporally-aware node embeddings for evolving networks topologies. AI Commun. 37 (3) (2024)
Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner
Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics. CoRR (2024)
N'yoma Diamond, Fabricio Murai
General Performance Evaluation for Competitive Resource Allocation Games via Unseen Payoff Estimation. CoRR (2024)
Chiman Salavati, Shannon Song, Willmar Sosa Diaz, Scott A. Hale, Roberto E. Montenegro, Fabricio Murai, Shiri Dori-Hacohen
Reducing Biases towards Minoritized Populations in Medical Curricular Content via Artificial Intelligence for Fairer Health Outcomes. CoRR (2024)
Jackson de Faria, Renato Assunção, Fabricio Murai
Fisher Scoring Method for Neural Networks Optimization. SDM (2023)
Samuel S. Guimarães, Gabriel Kakizaki, Philipe F. Melo, Márcio Silva, Fabricio Murai, Julio C. S. Reis, Fabrício Benevenuto
Anatomy of Hate Speech Datasets: Composition Analysis and Cross-dataset Classification. HT (2023)
Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto
Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. WebMedia (2023)
Pedro H. Barros, Fabricio Murai, Heitor S. Ramos
Bayes and Laplace Versus the World: A New Label Attack Approach in Federated Environments Based on Bayesian Neural Networks. BRACIS (1) (2023)
Libby Tiderman, Juan Sanchez Mercedes, Fiona Romanoschi, Fabricio Murai
Towards Detecting Cascades of Biased Medical Claims on Twitter. CoRR (2023)
Rafael S. Medina Ferreira, Ana Paula Couto da Silva, Fabricio Murai
Risk Perception and Misinformation in Brazilian Twitter during COVID-19 Infodemic. ISPA/BDCloud/SocialCom/SustainCom (2022)
Jose Martins da Rosa, Renan Saldanha Linhares, Carlos Henrique Gomes Ferreira, Gabriel P. Nobre, Fabricio Murai, Jussara M. Almeida
Uncovering Discussion Groups on Claims of Election Fraud from Twitter. SocInfo (2022)
Renan Saldanha Linhares, Jose Martins da Rosa, Carlos Henrique Gomes Ferreira, Fabricio Murai, Gabriel Peres Nobre, Jussara M. Almeida
Uncovering Coordinated Communities on Twitter During the 2020 U.S. Election. ASONAM (2022)
Henrique S. Assumpção, Fabrício Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai
DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs. Big Data (2022)
Henrique S. Assumpção, Fabrício Benevenuto de Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai
Delator: Automatic Detection of Money Laundering Evidence on Transaction Graphs via Neural Networks. CoRR (2022)
Daniel P. M. de Mello, Renato M. Assunção, Fabricio Murai
Top-Down Deep Clustering with Multi-Generator GANs. AAAI (2022)
Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA (2022)
Bárbara Silveira, Fabricio Murai, Ana Paula Couto da Silva
Análise e Previsão do Tom Emocional de Usuários em Comunidades de Saúde Mental no Reddit. Braz. J. Inf. Syst. 14 (2) (2021)
Lucas Henrique Costa de Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto
Characterizing (Un)moderated Textual Data in Social Systems. CoRR (2021)
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
On the dynamics of political discussions on Instagram: A network perspective. Online Soc. Networks Media 25 (2021)
Daniel de Mello, Renato Assunção, Fabricio Murai
Top-Down Deep Clustering with Multi-generator GANs. CoRR (2021)
Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo Albuquerque de Souza e Silva
Heterogeneous download times in bandwidth-homogeneous BitTorrent swarms. CoRR (2021)
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
Machine Learning for Performance Prediction of Spark Cloud Applications. CoRR (2021)
Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
Mixture Variational Autoencoder of Boltzmann Machines for Text Processing. NLDB (2021)
Francisco Galuppo Azevedo, Fabricio Murai
Evaluating the state-of-the-art in mapping research spaces: a Brazilian case study. CoRR (2021)
Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
Sequence-Based Word Embeddings for Effective Text Classification. NLDB (2021)
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
On the Dynamics of Political Discussions on Instagram: A Network Perspective. CoRR (2021)
Ronald D. R. Pereira, Fabricio Murai
How effective are Graph Neural Networks in Fraud Detection for Network Data? CoRR (2021)
Bárbara Silveira, Henrique S. Silva, Fabricio Murai, Ana Paula Couto da Silva
Predicting user emotional tone in mental disorder online communities. Future Gener. Comput. Syst. 125 (2021)
Shiri Dori-Hacohen, Roberto Montenegro, Fabricio Murai, Scott A. Hale, Keen Sung, Michela Blain, Jennifer Edwards-Johnson
Fairness via AI: Bias Reduction in Medical Information. CoRR (2021)
Davi Pedrosa de Aguiar, Fabricio Murai
Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation. BRACIS (2) (2021)
Davi Pedrosa de Aguiar, Otávio Augusto Silva, Fabricio Murai
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors. CoRR (2021)
Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto
Characterizing (Un)moderated Textual Data in Social Systems. ASONAM (2020)
Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia
Unveiling Community Dynamics on Instagram Political Network. WebSci (2020)
Bárbara Silveira, Henrique S. Silva, Fabricio Murai, Ana Paula Couto da Silva
Predicting User Emotional Tone in Mental Disorder Online Communities. CoRR (2020)
Alexandre Maros, Jussara M. Almeida, Fabricio Murai, Ana Paula Couto da Silva
Aprendizado de Máquina para Previsão do Tempo de Execução de Aplicações Spark. SBRC (2019)
Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida
Gray-Box Models for Performance Assessment of Spark Applications. CLOSER (2019)
Julio C. S. Reis, André Correia, Fabricio Murai, Adriano Veloso, Fabrício Benevenuto, Erik Cambria
Supervised Learning for Fake News Detection. IEEE Intell. Syst. 34 (2) (2019)
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
Towards Understanding Political Interactions on Instagram. CoRR (2019)
Fabricio Murai, Bruno Ribeiro, Don Towsley, Pinghui Wang
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. ACM Trans. Knowl. Discov. Data 13 (1) (2019)
Julio C. S. Reis, André Correia, Fabricio Murai, Adriano Veloso, Fabrício Benevenuto
Explainable Machine Learning for Fake News Detection. WebSci (2019)
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
Machine Learning for Performance Prediction of Spark Cloud Applications. CLOUD (2019)
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
Towards Understanding Political Interactions on Instagram. HT (2019)
Francisco Galuppo Azevedo, Bruno Demattos Nogueira, Fabricio Murai, Ana Paula Couto da Silva
Modelos de Resposta para Experimentos Randomizados em Redes Sociais de Larga Escala. CoRR (2018)
Francisco Galuppo Azevedo, Bruno Demattos Nogueira, Fabricio Murai, Ana Paula Couto da Silva
Estimation Errors in Network A/B Testing Due to Sample Variance and Model Misspecification. WI (2018)
Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
Selective harvesting over networks. Data Min. Knowl. Discov. 32 (1) (2018)
Karen Braga Enes, Pedro Paulo Valadares Brum, Tiago Oliveira Cunha, Fabricio Murai, Ana Paula Couto da Silva, Gisele Lobo Pappa
Reddit Weight Loss Communities: Do They Have What It Takes for Effective Health Interventions? WI (2018)
Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo Silva, Pantelis Vikatos, Fabrício Benevenuto
Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. CoRR (2018)
Barbara Silveira Fraga, Ana Paula Couto da Silva, Fabricio Murai
Online Social Networks in Health Care: A Study of Mental Disorders on Reddit. WI (2018)
Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo Silva, Pantelis Vikatos, Fabrício Benevenuto
Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. ASONAM (2018)
Levy de Souza Silva, Fabricio Murai, Ana Paula Couto da Silva, Mirella M. Moro
Automatic Identification of Best Attributes for Indexing in Data Deduplication. AMW (2018)
Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. CoRR (2017)
Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
Selective Harvesting over Networks. CoRR (2017)
Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling. IEEE J. Sel. Areas Commun. 31 (6) (2013)
Fabricio Murai, Bruno F. Ribeiro, Donald F. Towsley, Krista Gile
Characterizing branching processes from sampled data. WWW (Companion Volume) (2013)
Bruno F. Ribeiro, Pinghui Wang, Fabricio Murai, Don Towsley
Sampling directed graphs with random walks. INFOCOM (2012)
Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo de Souza e Silva
Heterogeneous download times in a homogeneous BitTorrent swarm. Comput. Networks 56 (7) (2012)
Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling CoRR (2012)
Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo de Souza e Silva
Heterogeneous download times in a homogeneous BitTorrent swarm CoRR (2011)