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 (GECCO (Companion), 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 (SBAC-PAD, 2011)

Understanding factors that affect response rates in twitter. - Giovanni Comarela; Mark Crovella; Virgílio A. F. Almeida; Fabrício Benevenuto (HT, 2012)

New kid on the block: exploring the google+ social graph. - Gabriel Magno; Giovanni Comarela; Diego Sáez-Trumper; Meeyoung Cha; Virgílio A. F. Almeida (Internet Measurement Conference, 2012)

Finding trendsetters in information networks. - Diego Sáez-Trumper; Giovanni Comarela; Virgílio A. F. Almeida; Ricardo Baeza-Yates; Fabrício Benevenuto (KDD, 2012)

Studying interdomain routing over long timescales. - Giovanni Comarela; Gonca Gürsun; Mark Crovella (Internet Measurement Conference, 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)

Identifying and Analyzing High Impact Routing Events with PathMiner. - Giovanni Comarela; Mark Crovella (Internet Measurement Conference, 2014)

Detecting Unusually-Routed ASes: Methods and Applications. - Giovanni Comarela; Evimaria Terzi; Mark Crovella (Internet Measurement Conference, 2016)

On the dynamics of interdomain routing in the Internet - Giovanni Comarela (2017)

Using supervised learning successful descriptors to perform protein structural classification through unsupervised learning. - Cleiton Monteiro; Vinício F. Mendes; Giovanni Comarela; Sabrina de Azevedo Silveira (BIBM, 2018)

Assessing Candidate Preference through Web Browsing History. - Giovanni Comarela; Ramakrishnan Durairajan; Paul Barford; Dino P. Christenson; Mark Crovella (KDD, 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 001 (WSCAD, 2018)

Towards an Interpretable Metric for DOTA 2 Players: An Unsupervised Learning Approach. - Gabriel Franco; Marcos Henrique Fonseca Ribeiro; Giovanni Comarela (BRACIS, 2019)

A Hierarchical and Scalable Strategy for Protein Structural Classification. - Vinício F. Mendes; Cleiton Rodrigues Monteiro; Giovanni V. Comarela; Sabrina de Azevedo Silveira (IWBBIO (1), 2019)

What about Cuba?: Political tourism or tourism policies? - Laura Pérez Vera; Giovanni Comarela; Jugurta Lisboa Filho (GeoHumanities@SIGSPATIAL, 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 (W2GIS, 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)

Tracking Knowledge Propagation Across Wikipedia Languages. - Rodolfo V. Valentim; Giovanni Comarela; Souneil Park; Diego Sáez-Trumper (ICWSM, 2021)

Programmable Switches for in-Networking Classification. - Bruno Missi Xavier; Rafael Silva Guimarães; Giovanni Comarela; Magnos Martinello (INFOCOM, 2021)

Estimativa do Tempo de Resolução de Issues no GitHub Usando Atributos Textuais e Temporais. - Luiz Neto; Gláucia Braga e Silva; Giovanni Comarela (SBES, 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 001 (SBESC, 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 (SBRC, 2021)

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., 2022)

Machine Learning-Based Early Attack Detection Using Open RAN Intelligent Controller. - Bruno Missi Xavier; Merim Dzaferagic; Diarmuid Collins; Giovanni Comarela; Magnos Martinello; Marco Ruffini (ICC, 2023)

Dependence and Model Selection in LLP: The Problem of Variants. - Gabriel Franco; Mark Crovella; Giovanni Comarela (KDD, 2023)

Evaluating LLP Methods: Challenges and Approaches. - Gabriel Franco; Giovanni Comarela; Mark Crovella (CoRR, 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)

Early Detection and Classification of Malicious Activities in Network and Cloud Services. - Willen Borges Coelho; Giovanni Comarela; Rodolfo da Silva Villaça (CloudNet, 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 (IJCNN, 2024)

Detecting Misinformation on Telegram Anti-vaccine Communities. - Athus Cavalini; Thamya Donadia; Fabio Malini; Giovanni Comarela (SBBD, 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 (WF-IoT, 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 (WF-IoT, 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)

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)

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 (AINA (3), 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 (AINA (1), 2025)

Racist Aesthetics in Digital Extremist Communities. - Victoria Ferro; Athus Cavalini; Thamya Donadia; Fabio Goveia; Fabio Malini; Giovanni Comarela (AINA (2), 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 (AINA (3), 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 (AINA (1), 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)

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)

Echoes of Power: Investigating Geopolitical Bias in US and China Large Language Models. - André G. C. Pacheco; Athus Cavalini; Giovanni Comarela (CoRR, 2025)

On combining active learning and deep learning from label proportions in low-budget regimes. - Lucas M. Tassis; Giovanni Comarela (Prog. Artif. Intell., 2025)