Fabricio Murai
Fabricio Murai
Assistant Professor in Data Science, Assistant Professor in Computer Science, Worcester Polytechnic
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Supervised learning for fake news detection
JCS Reis, A Correia, F Murai, A Veloso, F Benevenuto
IEEE Intelligent Systems 34 (2), 76-81, 2019
Explainable machine learning for fake news detection
JCS Reis, A Correia, F Murai, A Veloso, F Benevenuto
Proceedings of the 10th ACM conference on web science, 17-26, 2019
Inside the right-leaning echo chambers: Characterizing gab, an unmoderated social system
L Lima, JCS Reis, P Melo, F Murai, L Araujo, P Vikatos, F Benevenuto
2018 IEEE/ACM international conference on advances in social networks …, 2018
Sampling Directed Graphs with Random Walks
B Ribeiro, P Wang, F Murai, D Towsley
Technical Report UMCS-2011-031, UMass Amherst, 2011
Online social networks in health care: a study of mental disorders on Reddit
BS Fraga, APC da Silva, F Murai
2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 568-573, 2018
On the dynamics of political discussions on instagram: A network perspective
CHG Ferreira, F Murai, APC Silva, JM Almeida, M Trevisan, L Vassio, ...
Online Social Networks and Media 25, 100155, 2021
On set size distribution estimation and the characterization of large networks via sampling
F Murai, B Ribeiro, D Towsley, P Wang
IEEE Journal on Selected Areas in Communications 31 (6), 1017-1025, 2013
Machine Learning for Performance Prediction of Spark Cloud Applications
A Maros, F Murai, AP Couto da Silva, JM Almeida, M Lattuada, E Gianniti, ...
arXiv preprint arXiv:2108.12214, 2021
Towards understanding political interactions on Instagram
M Trevisan, L Vassio, I Drago, M Mellia, F Murai, F Figueiredo, ...
Proceedings of the 30th ACM conference on hypertext and social media, 247-251, 2019
Modeling dynamic ideological behavior in political networks
CH Gomes Ferreira, F Murai Ferreira, B de Sousa Matos, ...
The Journal of Web Science 7, 2019
Unveiling community dynamics on instagram political network
CH Gomes Ferreira, F Murai, AP Couto da Silva, JM de Almeida, ...
Proceedings of the 12th ACM Conference on Web Science, 231-240, 2020
Selective harvesting over networks
F Murai, D Rennó, B Ribeiro, GL Pappa, D Towsley, K Gile
Data Mining and Knowledge Discovery 32, 187-217, 2018
On network backbone extraction for modeling online collective behavior
CH Gomes Ferreira, F Murai, APC Silva, M Trevisan, L Vassio, I Drago, ...
Plos one 17 (9), e0274218, 2022
Learning building occupants’ indoor environmental quality complaints and dissatisfaction from text-mining Booking. com reviews in the United States
N Ma, Q Zhang, F Murai, WW Braham, HW Samuelson
Building and Environment 237, 110319, 2023
Top-down deep clustering with multi-generator gans
DPM de Mello, RM Assunção, F Murai
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7770-7778, 2022
Characterizing (un) moderated textual data in social systems
L Lima, JCS Reis, P Melo, F Murai, F Benevenuto
2020 IEEE/ACM International Conference on Advances in Social Networks …, 2020
Effects of population mobility on the COVID-19 spread in Brazil
ETC Chagas, PH Barros, I Cardoso-Pereira, IV Ponte, P Ximenes, ...
PloS one 16 (12), e0260610, 2021
Automatic identification of best attributes for indexing in data deduplication
L Souza, F Murai, APC da Silva, MM Moro
Proceedings of the 12th Alberto Mendelzon international workshop on …, 2018
Heterogeneous download times in a homogeneous BitTorrent swarm
F Murai, AAA Rocha, DR Figueiredo, EAS e Silva
Computer Networks 56 (7), 1983-2000, 2012
Predicting user emotional tone in mental disorder online communities
B Silveira, HS Silva, F Murai, APC da Silva
Future Generation Computer Systems 125, 641-651, 2021
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