The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning. - Thiago Silva; Nícollas Silva; Heitor Werneck; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

Combining complementary diversification models for personalized POI recommendations. - Heitor Werneck; Nícollas Silva; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

A Survey on Point-of-Interest Recommendation in Location-based Social Networks. - Heitor Werneck; Nícollas Silva; Matheus Carvalho Viana; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2020)

A contextual approach to improve the user's experience in interactive recommendation systems. - Nícollas Silva; Heitor Werneck; Thiago Silva; Adriano C. M. Pereira; Leonardo Rocha 001 (WebMedia, 2021)

Effective and diverse POI recommendations through complementary diversification models. - Heitor Werneck; Rodrigo Santos; Nícollas Silva; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (Expert Syst. Appl., 2021)

Points of Interest recommendations: Methods, evaluation, and future directions. - Heitor Werneck; Nícollas Silva; Matheus Carvalho Viana; Adriano C. M. Pereira; Fernando Mourão; Leonardo Rocha 001 (Inf. Syst., 2021)

A Stacking Recommender System Based on Contextual Information for Fashion Retails. - Heitor Werneck; Nícollas Silva; Carlos Mito; Adriano C. M. Pereira; Elisa Tuler; Diego Dias 001; Leonardo Rocha 001 (ICCSA (1), 2022)

iRec: An Interactive Recommendation Framework. - Thiago Silva; Nícollas Silva; Heitor Werneck; Carlos Mito; Adriano C. M. Pereira; Leonardo Rocha 001 (SIGIR, 2022)

Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains. - Heitor Werneck; Nícollas Campos Silva; Carlos Masao Mito; Adriano César Machado Pereira; Diego Roberto Colombo Dias; Elisa Tuler de Albergaria; Leonardo Chaves Dutra da Rocha (WebMedia, 2022)

Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. - Nícollas Silva; Heitor Werneck; Thiago Silva; Adriano C. M. Pereira; Leonardo Rocha 001 (Expert Syst. Appl., 2022)

A reproducible POI recommendation framework: Works mapping and benchmark evaluation. - Heitor Werneck; Nícollas Silva; Adriano C. M. Pereira; Matheus Carvalho Viana; Alejandro Bellogín; Jorge Martinez-Gil; Fernando Mourão; Leonardo Rocha 001 (Inf. Syst., 2022)

User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. - Nícollas Silva; Thiago Silva; Heitor Werneck; Leonardo Rocha 001; Adriano C. M. Pereira (Trans. Recomm. Syst., 2023)

Real-Time Intrusion Detection with Sequence-Aware Neural Networks for Internet of Medical Things. - Heitor Werneck; Daniel Macêdo Batista; Roberto Hirata Jr.; Marcelo Queiroz (VCC, 2024)