Fabricio Murai

74 papers A* 2A 3B 8C 4Journal 40Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering. CoRR Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	A	`conf`	A Longitudinal Autoethnography of Email Access for a Professional with Chronic Illness and ADHD: Preliminary Insights. ASSETS Veronica Pimenova, Yotam Sechayk, Fabricio Murai, Andrew Hundt, Shiri Dori-Hacohen
2025	J	`jnl`	AI-Powered Detection of Inappropriate Language in Medical School Curricula. CoRR Chiman Salavati, Shannon Song, Scott A. Hale, Roberto E. Montenegro, Shiri Dori-Hacohen, Fabricio Murai
2025	—	`conf`	CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. KDD (2) Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. CoRR Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	CodeEvolve: An open source evolutionary coding agent for algorithm discovery and optimization. CoRR Henrique S. Assumpção, Diego Ferreira, Leandro Lacerda Campos, Fabricio Murai
2025	J	`jnl`	KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model. CoRR Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu
2025	A	`conf`	MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. SDM Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. CoRR Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	—	`conf`	Position: Stop treating 'AGI' as the north-star goal of AI research. ICML (Position Papers) Borhane Blili-Hamelin, Christopher Graziul, Leif Hancox-Li, Hananel Hazan, El-Mahdi El-Mhamdi, Avijit Ghosh, Katherine A. Heller, Jacob Metcalf, Fabricio Murai, Eryk Salvaggio, Andrew Smart, Todd Snider, Mariame Tighanimine, Talia Ringer, Margaret Mitchell, Shiri Dori-Hacohen
2025	J	`jnl`	Stop treating 'AGI' as the north-star goal of AI research. CoRR Borhane Blili-Hamelin, Christopher Graziul, Leif Hancox-Li, Hananel Hazan, El-Mahdi El-Mhamdi, Avijit Ghosh, Katherine A. Heller, Jacob Metcalf, Fabricio Murai, Eryk Salvaggio, Andrew Smart, Todd Snider, Mariame Tighanimine, Talia Ringer, Margaret Mitchell, Shiri Dori-Hacohen
2024	C	`conf`	Devil in the Noise: Detecting Advanced Persistent Threats with Backbone Extraction. ISCC Caio M. C. Viana, Carlos H. G. Ferreira, Fabricio Murai, Aldri Luiz dos Santos, Lourenço Alves Pereira Júnior
2024	J	`jnl`	General Performance Evaluation for Competitive Resource Allocation Games via Unseen Payoff Estimation. CoRR N'yoma Diamond, Fabricio Murai
2024	—	`conf`	Hidden or Inferred: Fair Learning-To-Rank With Unknown Demographics. AIES (1) Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner
2024	J	`jnl`	Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics. CoRR Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner
2024	—	`conf`	Reducing Biases towards Minoritized Populations in Medical Curricular Content via Artificial Intelligence for Fairer Health Outcomes. AIES (1) Chiman Salavati, Shannon Song, Willmar Sosa Diaz, Scott A. Hale, Roberto E. Montenegro, Fabricio Murai, Shiri Dori-Hacohen
2024	J	`jnl`	Reducing Biases towards Minoritized Populations in Medical Curricular Content via Artificial Intelligence for Fairer Health Outcomes. CoRR Chiman Salavati, Shannon Song, Willmar Sosa Diaz, Scott A. Hale, Roberto E. Montenegro, Fabricio Murai, Shiri Dori-Hacohen
2024	J	`jnl`	Temporally-aware node embeddings for evolving networks topologies. AI Commun. Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
2024	J	`jnl`	Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation. CoRR Gavin Butts, Pegah Emdad, Jethro Lee, Shannon Song, Chiman Salavati, Willmar Sosa Diaz, Shiri Dori-Hacohen, Fabricio Murai
2023	—	`conf`	Anatomy of Hate Speech Datasets: Composition Analysis and Cross-dataset Classification. HT Samuel S. Guimarães, Gabriel Kakizaki, Philipe F. Melo, Márcio Silva, Fabricio Murai, Julio C. S. Reis, Fabrício Benevenuto
2023	—	`conf`	Bayes and Laplace Versus the World: A New Label Attack Approach in Federated Environments Based on Bayesian Neural Networks. BRACIS (1) Pedro H. Barros, Fabricio Murai, Heitor S. Ramos
2023	A	`conf`	Fisher Scoring Method for Neural Networks Optimization. SDM Jackson de Faria, Renato Assunção, Fabricio Murai
2023	—	`conf`	Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. WebMedia Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto
2023	J	`jnl`	Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. CoRR Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto
2023	J	`jnl`	Towards Detecting Cascades of Biased Medical Claims on Twitter. CoRR Libby Tiderman, Juan Sanchez Mercedes, Fiona Romanoschi, Fabricio Murai
2022	B	`conf`	DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs. IEEE Big Data Henrique S. Assumpção, Fabrício R. de Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai
2022	J	`jnl`	Delator: Automatic Detection of Money Laundering Evidence on Transaction Graphs via Neural Networks. CoRR Henrique S. Assumpção, Fabrício Benevenuto de Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai
2022	—	`conf`	Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
2022	—	`conf`	Risk Perception and Misinformation in Brazilian Twitter during COVID-19 Infodemic. ISPA/BDCloud/SocialCom/SustainCom Rafael S. Medina Ferreira, Ana Paula Couto da Silva, Fabricio Murai
2022	A*	`conf`	Top-Down Deep Clustering with Multi-Generator GANs. AAAI Daniel P. M. de Mello, Renato M. Assunção, Fabricio Murai
2022	B	`conf`	Uncovering Coordinated Communities on Twitter During the 2020 U.S. Election. ASONAM Renan Saldanha Linhares, Jose Martins da Rosa, Carlos Henrique Gomes Ferreira, Fabricio Murai, Gabriel Peres Nobre, Jussara M. Almeida
2022	—	`conf`	Uncovering Discussion Groups on Claims of Election Fraud from Twitter. SocInfo Jose Martins da Rosa, Renan Saldanha Linhares, Carlos Henrique Gomes Ferreira, Gabriel Peres Nobre, Fabricio Murai, Jussara M. Almeida
2021	J	`jnl`	Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors. CoRR Davi Pedrosa de Aguiar, Otávio Augusto Silva, Fabricio Murai
2021	J	`jnl`	Análise e Previsão do Tom Emocional de Usuários em Comunidades de Saúde Mental no Reddit. Braz. J. Inf. Syst. Bárbara Silveira, Fabricio Murai, Ana Paula Couto da Silva
2021	J	`jnl`	Characterizing (Un)moderated Textual Data in Social Systems. CoRR Lucas Henrique Costa de Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto
2021	—	`conf`	Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation. BRACIS (2) Davi Pedrosa de Aguiar, Fabricio Murai
2021	J	`jnl`	Evaluating the state-of-the-art in mapping research spaces: a Brazilian case study. CoRR Francisco Galuppo Azevedo, Fabricio Murai
2021	J	`jnl`	Fairness via AI: Bias Reduction in Medical Information. CoRR Shiri Dori-Hacohen, Roberto E. Montenegro, Fabricio Murai, Scott A. Hale, Keen Sung, Michela Blain, Jennifer Edwards-Johnson
2021	J	`jnl`	Heterogeneous download times in bandwidth-homogeneous BitTorrent swarms. CoRR Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo Albuquerque de Souza e Silva
2021	J	`jnl`	How effective are Graph Neural Networks in Fraud Detection for Network Data? CoRR Ronald D. R. Pereira, Fabricio Murai
2021	J	`jnl`	Machine Learning for Performance Prediction of Spark Cloud Applications. CoRR Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
2021	C	`conf`	Mixture Variational Autoencoder of Boltzmann Machines for Text Processing. NLDB Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
2021	J	`jnl`	On the Dynamics of Political Discussions on Instagram: A Network Perspective. CoRR Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021	J	`jnl`	On the dynamics of political discussions on Instagram: A network perspective. Online Soc. Networks Media Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021	J	`jnl`	Predicting user emotional tone in mental disorder online communities. Future Gener. Comput. Syst. Bárbara Silveira, Henrique S. Silva, Fabricio Murai, Ana Paula Couto da Silva
2021	C	`conf`	Sequence-Based Word Embeddings for Effective Text Classification. NLDB Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
2021	J	`jnl`	Top-Down Deep Clustering with Multi-generator GANs. CoRR Daniel P. M. de Mello, Renato Assunção, Fabricio Murai
2020	B	`conf`	Characterizing (Un)moderated Textual Data in Social Systems. ASONAM Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto
2020	J	`jnl`	Predicting User Emotional Tone in Mental Disorder Online Communities. CoRR Bárbara Silveira, Henrique S. Silva, Fabricio Murai, Ana Paula Couto da Silva
2020	—	`conf`	Unveiling Community Dynamics on Instagram Political Network. WebSci Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia
2019	—	`conf`	Aprendizado de Máquina para Previsão do Tempo de Execução de Aplicações Spark. SBRC Alexandre Maros, Jussara M. Almeida, Fabricio Murai, Ana Paula Couto da Silva
2019	J	`jnl`	Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. ACM Trans. Knowl. Discov. Data Fabricio Murai, Bruno Ribeiro, Don Towsley, Pinghui Wang
2019	—	`conf`	Explainable Machine Learning for Fake News Detection. WebSci Julio C. S. Reis, André Correia, Fabricio Murai, Adriano Veloso, Fabrício Benevenuto
2019	C	`conf`	Gray-Box Models for Performance Assessment of Spark Applications. CLOSER Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida
2019	B	`conf`	Machine Learning for Performance Prediction of Spark Cloud Applications. CLOUD Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
2019	J	`jnl`	Supervised Learning for Fake News Detection. IEEE Intell. Syst. Julio C. S. Reis, André Correia, Fabricio Murai, Adriano Veloso, Fabrício Benevenuto, Erik Cambria
2019	—	`conf`	Towards Understanding Political Interactions on Instagram. HT Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2019	J	`jnl`	Towards Understanding Political Interactions on Instagram. CoRR Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2018	—	`conf`	Automatic Identification of Best Attributes for Indexing in Data Deduplication. AMW Levy de Souza Silva, Fabricio Murai, Ana Paula Couto da Silva, Mirella M. Moro
2018	B	`conf`	Estimation Errors in Network A/B Testing Due to Sample Variance and Model Misspecification. WI Francisco Galuppo Azevedo, Bruno Demattos Nogueira, Fabricio Murai, Ana Paula Couto da Silva
2018	B	`conf`	Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. ASONAM Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo, Pantelis Vikatos, Fabrício Benevenuto
2018	J	`jnl`	Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System. CoRR Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Leandro Araújo, Pantelis Vikatos, Fabrício Benevenuto
2018	J	`jnl`	Modelos de Resposta para Experimentos Randomizados em Redes Sociais de Larga Escala. CoRR Francisco Galuppo Azevedo, Bruno Demattos Nogueira, Fabricio Murai, Ana Paula Couto da Silva
2018	B	`conf`	Online Social Networks in Health Care: A Study of Mental Disorders on Reddit. WI Bárbara Silveira Fraga, Ana Paula Couto da Silva, Fabricio Murai
2018	B	`conf`	Reddit Weight Loss Communities: Do They Have What It Takes for Effective Health Interventions? WI Karen Braga Enes, Pedro Paulo Valadares Brum, Tiago Oliveira Cunha, Fabricio Murai, Ana Paula Couto da Silva, Gisele Lobo Pappa
2018	J	`jnl`	Selective harvesting over networks. Data Min. Knowl. Discov. Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
2017	J	`jnl`	Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. CoRR Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
2017	J	`jnl`	Selective Harvesting over Networks. CoRR Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
2013	—	`conf`	Characterizing branching processes from sampled data. WWW (Companion Volume) Fabricio Murai, Bruno F. Ribeiro, Donald F. Towsley, Krista Gile
2013	J	`jnl`	On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling. IEEE J. Sel. Areas Commun. Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
2012	J	`jnl`	Heterogeneous download times in a homogeneous BitTorrent swarm. Comput. Networks Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo de Souza e Silva
2012	J	`jnl`	On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling CoRR Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang
2012	A*	`conf`	Sampling directed graphs with random walks. INFOCOM Bruno F. Ribeiro, Pinghui Wang, Fabricio Murai, Don Towsley
2011	J	`jnl`	Heterogeneous download times in a homogeneous BitTorrent swarm CoRR Fabricio Murai, Antônio Augusto de Aragão Rocha, Daniel R. Figueiredo, Edmundo de Souza e Silva