Giovanni Comarela

According to our database, Giovanni Comarela authored at least 44 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

On combining active learning and deep learning from label proportions in low-budget regimes.

Lucas M. Tassis, Giovanni Comarela

Prog. Artif. Intell., June, 2025

Echoes of Power: Investigating Geopolitical Bias in US and China Large Language Models.

André G. C. Pacheco, Athus Cavalini, Giovanni Comarela

CoRR, March, 2025

Group Fairness in Recommendation Systems: The Importance of Hierarchical Clustering in Identifying Latent Groups in MovieLens and Amazon Books.

Rafael Vargas Mesquita dos Santos, Giovanni V. Comarela

J. Interact. Syst., 2025

Privacy-Preserving Machine Learning on Web Browsing for Public Opinion.

Sam Buxbaum, Lucas M. Tassis, Lucas Boschelli, Giovanni Comarela, Mayank Varia, Mark Crovella, Dino P. Christenson

IACR Cryptol. ePrint Arch., 2025

Characterization and Prediction of Customer (Dis)satisfaction of a Mobile Internet Provider.

Luiza B. Laquini, Vitor F. Zanotelli, Paulo H. L. Rettore, Antonio A. de A. Rocha, Giovanni Comarela, Vinícius F. S. Mota

Proceedings of the Advanced Information Networking and Applications, 2025

Strategies for Customer Churn Mitigation with Attendant Recommendation Systems.

Adolpho O. dos Santos Filho, Vitor F. Zanotelli, Giovanni Comarela, Antonio A. de A. Rocha

Proceedings of the Advanced Information Networking and Applications, 2025

Racist Aesthetics in Digital Extremist Communities.

Victoria Ferro, Athus Cavalini, Thamya Donadia, Fabio Goveia, Fabio Malini, Giovanni Comarela

Proceedings of the Advanced Information Networking and Applications, 2025

A Dynamic-Adaptive Architecture for Immersive and Interactive 3D Collaborative Virtual Environments.

Diego R. C. Dias, Marcelo de Paiva Guimarães, Giovanni V. Comarela, Vinícius F. S. Mota, Vitor F. Zanotelli, Luis Carlos Trevelin

Proceedings of the Advanced Information Networking and Applications, 2025

The Value of Complaints: Churn Prediction in a Major Residential Internet Service Provider Using Textual Data.

Wadham Bottacin, Vitor Fontana Zanotelli, Matheus S. De Martin, Pedro de Morais, Rodolfo da Silva Villaça, Vinícius F. S. Mota, Magnos Martinello, Antonio A. de A. Rocha, Giovanni Comarela

Proceedings of the Advanced Information Networking and Applications, 2025

2024

Towards a Framework to Evaluate Generative Time Series Models for Mobility Data Features.

Iran F. Ribeiro, Giovanni Comarela, Antonio A. de A. Rocha, Vinícius F. S. Mota

J. Internet Serv. Appl., 2024

Implementation of Fairness Measures: A Case Study in the Cultural Context for Different Strategies in Recommendation Systems. (Implementação de Medidas de Justiça Social: Um Estudo de Caso no Contexto Cultural para Diferentes Estratégias em Sistemas de Recomendação.)

Rafael Vargas Mesquita dos Santos, Giovanni V. Comarela, Márcio Cesar Guimarães de Lima Junior

Braz. J. Inf. Syst., 2024

MininetFed: A tool for assessing client selection, aggregation, and security in Federated Learning.

Eduardo Montagner de Moraes Sarmento, Johann J. S. Bastos, Rodolfo da Silva Villaça, Giovanni Comarela, Vinícius F. S. Mota

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

IoTTraffic: Assessing Generative Models for Internet of Things Attack Data Flows.

Iran F. Ribeiro, Guilherme Brotto, Giovanni Comarela, Rodolfo da Silva Villaça, Vinícius F. S. Mota

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

Detecting Misinformation on Telegram Anti-vaccine Communities.

Athus Cavalini, Thamya Donadia, Fabio Malini, Giovanni Comarela

Proceedings of the 39th Brazilian Symposium on Databases, 2024

Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data.

Leandro Furlam Turi, Athus Cavalini, Giovanni Comarela, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza

Proceedings of the International Joint Conference on Neural Networks, 2024

Early Detection and Classification of Malicious Activities in Network and Cloud Services.

Willen Borges Coelho, Giovanni Comarela, Rodolfo da Silva Villaça

Proceedings of the 13th IEEE International Conference on Cloud Networking, 2024

2023

Politics and disinformation: Analyzing the use of Telegram's information disorder network in Brazil for political mobilization.

Athus Cavalini, Fabio Malini, Fábio Castro Gouveia, Giovanni Comarela

First Monday, 2023

Evaluating LLP Methods: Challenges and Approaches.

Gabriel Franco, Giovanni Comarela, Mark Crovella

CoRR, 2023

Dependence and Model Selection in LLP: The Problem of Variants.

Gabriel Franco, Mark Crovella, Giovanni Comarela

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Machine Learning-Based Early Attack Detection Using Open RAN Intelligent Controller.

Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini

Proceedings of the IEEE International Conference on Communications, 2023

2022

MAP4: A Pragmatic Framework for In-Network Machine Learning Traffic Classification.

Bruno Missi Xavier, Rafael Silva Guimarães, Giovanni Comarela, Magnos Martinello

IEEE Trans. Netw. Serv. Manag., December, 2022

2021

Caracterização e Previsão de Falhas em Serviços de Conectividade: uma Aplicação à Rede Ipê.

Vitor F. Zanotelli, Giovanni Comarela, Rodolfo da Silva Villaça, Magnos Martinello

Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

An Open Source Custom K-means Generator for AWS Cloud FPGA Accelerators.

Lucas Bragança, Michael Canesche, Jeronimo Costa Penha, Westerley Carvalho, Giovanni Comarela, José Augusto Miranda Nacif, Ricardo S. Ferreira

Proceedings of the XI Brazilian Symposium on Computing Systems Engineering, 2021

Estimativa do Tempo de Resolução de Issues no GitHub Usando Atributos Textuais e Temporais.

Luiz Neto, Gláucia Braga e Silva, Giovanni Comarela

Proceedings of the 35th Brazilian Symposium on Software Engineering, 2021

Programmable Switches for in-Networking Classification.

Bruno Missi Xavier, Rafael Silva Guimarães, Giovanni Comarela, Magnos Martinello

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Tracking Knowledge Propagation Across Wikipedia Languages.

Rodolfo V. Valentim, Giovanni Comarela, Souneil Park, Diego Sáez-Trumper

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

ppiGReMLIN: a graph mining based detection of conserved structural arrangements in protein-protein interfaces.

Felippe C. Queiroz, Adriana M. P. Vargas, Maria G. A. Oliveira, Giovanni V. Comarela, Sabrina de Azevedo Silveira

BMC Bioinform., 2020

A Focused Crawler for Web Feature Service and Web Map Service Discovering.

Víctor Macêdo Alexandrino, Giovanni Comarela, Altigran Soares da Silva, Jugurta Lisboa Filho

Proceedings of the Web and Wireless Geographical Information Systems, 2020

What about Cuba?: Political tourism or tourism policies?

Laura Pérez Vera, Giovanni Comarela, Jugurta Lisboa Filho

Proceedings of the GeoHumanities@SIGSPATIAL 2020: Proceedings of the 4th ACM SIGSPATIAL Workshop on Geospatial Humanities, 2020

2019

A Hierarchical and Scalable Strategy for Protein Structural Classification.

Vinício F. Mendes, Cleiton Rodrigues Monteiro, Giovanni V. Comarela, Sabrina de Azevedo Silveira

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Towards an Interpretable Metric for DOTA 2 Players: An Unsupervised Learning Approach.

Gabriel Franco, Marcos Henrique Fonseca Ribeiro, Giovanni Comarela

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

A GPU/FPGA-Based K-Means Clustering Using a Parameterized Code Generator.

Jeronimo Costa Penha, Lucas Bragança, Kristtopher Coelho, Michael Canesche, Jansen Silva, Giovanni Comarela, José Augusto Miranda Nacif, Ricardo Ferreira

Proceedings of the Symposium on High Performance Computing Systems, 2018

Assessing Candidate Preference through Web Browsing History.

Giovanni Comarela, Ramakrishnan Durairajan, Paul Barford, Dino P. Christenson, Mark Crovella

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Using supervised learning successful descriptors to perform protein structural classification through unsupervised learning.

Cleiton Monteiro, Vinício F. Mendes, Giovanni Comarela, Sabrina de Azevedo Silveira

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

On the dynamics of interdomain routing in the Internet

Giovanni Comarela

PhD thesis, 2017

2016

Detecting Unusually-Routed ASes: Methods and Applications.

Giovanni Comarela, Evimaria Terzi, Mark Crovella

Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

2014

Identifying and Analyzing High Impact Routing Events with PathMiner.

Giovanni Comarela, Mark Crovella

Proceedings of the 2014 Internet Measurement Conference, 2014

2013

Analytical Performance Models for MapReduce Workloads.

Emanuel Vianna, Giovanni Comarela, Tatiana Pontes, Jussara M. Almeida, Virgílio A. F. Almeida, Kevin Wilkinson, Harumi A. Kuno, Umeshwar Dayal

Int. J. Parallel Program., 2013

Studying interdomain routing over long timescales.

Giovanni Comarela, Gonca Gürsun, Mark Crovella

Proceedings of the 2013 Internet Measurement Conference, 2013

2012

Finding trendsetters in information networks.

Diego Sáez-Trumper, Giovanni Comarela, Virgílio A. F. Almeida, Ricardo Baeza-Yates, Fabrício Benevenuto

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

New kid on the block: exploring the google+ social graph.

Gabriel Magno, Giovanni Comarela, Diego Sáez-Trumper, Meeyoung Cha, Virgílio A. F. Almeida

Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

Understanding factors that affect response rates in twitter.

Giovanni Comarela, Mark Crovella, Virgílio A. F. Almeida, Fabrício Benevenuto

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

2011

Modeling the Performance of the Hadoop Online Prototype.

Emanuel Vianna, Giovanni Comarela, Tatiana Pontes, Jussara M. Almeida, Virgílio A. F. Almeida, Kevin Wilkinson, Harumi A. Kuno, Umeshwar Dayal

Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

Robot routing in sparse wireless sensor networks with continuous ant colony optimization.

Giovanni Comarela, Kênia Carolina Gonçalves, Gisele Lobo Pappa, Jussara M. Almeida, Virgílio A. F. Almeida

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011