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Fabricio Murai
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2020 – today
- 2024
- [j9]Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa:
Temporally-aware node embeddings for evolving networks topologies. AI Commun. 37(3): 411-428 (2024) - [c28]Caio M. C. Viana, Carlos H. G. Ferreira, Fabricio Murai, Aldri Luiz dos Santos, Lourenço Alves Pereira Júnior:
Devil in the Noise: Detecting Advanced Persistent Threats with Backbone Extraction. ISCC 2024: 1-7 - [i24]N'yoma Diamond, Fabricio Murai:
General Performance Evaluation for Competitive Resource Allocation Games via Unseen Payoff Estimation. CoRR abs/2401.04264 (2024) - [i23]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 abs/2407.12680 (2024) - [i22]Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner:
Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics. CoRR abs/2407.17459 (2024) - [i21]Gavin Butts, Pegah Emdad, Jethro Lee, Shannon Song, Chiman Salavati, Willmar Sosa Diaz, Shiri Dori-Hacohen, Fabricio Murai:
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation. CoRR abs/2409.07424 (2024) - 2023
- [c27]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: 449-463 - [c26]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: 33:1-33:11 - [c25]Jackson de Faria, Renato Assunção, Fabricio Murai:
Fisher Scoring Method for Neural Networks Optimization. SDM 2023: 748-756 - [c24]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: 159-167 - [i20]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. CoRR abs/2308.14782 (2023) - [i19]Libby Tiderman, Juan Sanchez Mercedes, Fiona Romanoschi, Fabricio Murai:
Towards Detecting Cascades of Biased Medical Claims on Twitter. CoRR abs/2312.15040 (2023) - 2022
- [c23]Daniel P. M. de Mello, Renato M. Assunção, Fabricio Murai:
Top-Down Deep Clustering with Multi-Generator GANs. AAAI 2022: 7770-7778 - [c22]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: 80-87 - [c21]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. IEEE Big Data 2022: 709-714 - [c20]Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa:
Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA 2022: 147-159 - [c19]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: 435-442 - [c18]Jose Martins da Rosa, Renan Saldanha Linhares, Carlos Henrique Gomes Ferreira, Gabriel Peres Nobre, Fabricio Murai, Jussara M. Almeida:
Uncovering Discussion Groups on Claims of Election Fraud from Twitter. SocInfo 2022: 320-336 - [i18]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 abs/2205.10293 (2022) - 2021
- [j8]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: 641-651 (2021) - [j7]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): 53-78 (2021) - [j6]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: 100155 (2021) - [c17]Davi Pedrosa de Aguiar, Fabricio Murai:
Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation. BRACIS (2) 2021: 58-72 - [c16]Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva:
Mixture Variational Autoencoder of Boltzmann Machines for Text Processing. NLDB 2021: 46-56 - [c15]Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva:
Sequence-Based Word Embeddings for Effective Text Classification. NLDB 2021: 135-146 - [i17]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 abs/2101.00963 (2021) - [i16]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 abs/2103.12095 (2021) - [i15]Francisco Galuppo Azevedo, Fabricio Murai:
Evaluating the state-of-the-art in mapping research spaces: a Brazilian case study. CoRR abs/2104.03338 (2021) - [i14]Ronald D. R. Pereira, Fabricio Murai:
How effective are Graph Neural Networks in Fraud Detection for Network Data? CoRR abs/2105.14568 (2021) - [i13]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 abs/2108.12214 (2021) - [i12]Shiri Dori-Hacohen, Roberto E. Montenegro, Fabricio Murai, Scott A. Hale, Keen Sung, Michela Blain, Jennifer Edwards-Johnson:
Fairness via AI: Bias Reduction in Medical Information. CoRR abs/2109.02202 (2021) - [i11]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 abs/2109.08446 (2021) - [i10]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 abs/2109.09152 (2021) - [i9]Daniel P. M. de Mello, Renato Assunção, Fabricio Murai:
Top-Down Deep Clustering with Multi-generator GANs. CoRR abs/2112.03398 (2021) - 2020
- [c14]Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto:
Characterizing (Un)moderated Textual Data in Social Systems. ASONAM 2020: 430-434 - [c13]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: 231-240 - [d1]Fabricio Murai, Francisco Galuppo Azevedo, Alberto H. F. Laender, Thiago M. R. Dias:
Brazilian Scientific Publication Records and Author Affiliations from Lattes until Feb 2017 (Anonymized). Zenodo, 2020 - [i8]Bárbara Silveira, Henrique S. Silva, Fabricio Murai, Ana Paula Couto da Silva:
Predicting User Emotional Tone in Mental Disorder Online Communities. CoRR abs/2005.07473 (2020)
2010 – 2019
- 2019
- [j5]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): 76-81 (2019) - [j4]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): 11:1-11:33 (2019) - [c12]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: 99-106 - [c11]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: 609-618 - [c10]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: 247-251 - [c9]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: 197-210 - [c8]Julio C. S. Reis, André Correia, Fabricio Murai, Adriano Veloso, Fabrício Benevenuto:
Explainable Machine Learning for Fake News Detection. WebSci 2019: 17-26 - [i7]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 abs/1904.11719 (2019) - 2018
- [j3]Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile:
Selective harvesting over networks. Data Min. Knowl. Discov. 32(1): 187-217 (2018) - [c7]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 - [c6]Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo, Pantelis Vikatos, Fabrício Benevenuto:
Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. ASONAM 2018: 515-522 - [c5]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: 508-513 - [c4]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: 540-545 - [c3]Bárbara Silveira Fraga, Ana Paula Couto da Silva, Fabricio Murai:
Online Social Networks in Health Care: A Study of Mental Disorders on Reddit. WI 2018: 568-573 - [i6]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 abs/1803.03497 (2018) - [i5]Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo, Pantelis Vikatos, Fabrício Benevenuto:
Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. CoRR abs/1807.03688 (2018) - 2017
- [i4]Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile:
Selective Harvesting over Networks. CoRR abs/1703.05082 (2017) - [i3]Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang:
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. CoRR abs/1703.08252 (2017) - 2013
- [j2]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): 1017-1025 (2013) - [c2]Fabricio Murai, Bruno F. Ribeiro, Donald F. Towsley, Krista Gile:
Characterizing branching processes from sampled data. WWW (Companion Volume) 2013: 805-812 - 2012
- [j1]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): 1983-2000 (2012) - [c1]Bruno F. Ribeiro, Pinghui Wang, Fabricio Murai, Don Towsley:
Sampling directed graphs with random walks. INFOCOM 2012: 1692-1700 - [i2]Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang:
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling. CoRR abs/1209.0736 (2012) - 2011
- [i1]Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo de Souza e Silva:
Heterogeneous download times in a homogeneous BitTorrent swarm. CoRR abs/1102.3610 (2011)
Coauthor Index
aka: Jussara Marques de Almeida
aka: Fabrício Benevenuto de Souza
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