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2020 – today
- 2023
[j5]Nícollas Silva
, Thiago Silva, Heitor Werneck, Leonardo Rocha, Adriano C. M. Pereira:
User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. Trans. Recomm. Syst. 1(1): 1-24 (2023)- 2022
- [j4]Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha:
Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. Expert Syst. Appl. 197: 116669 (2022) - [j3]Heitor Werneck, Nícollas Silva, Adriano C. M. Pereira, Matheus Carvalho Viana, Alejandro Bellogín, Jorge Martínez Gil, Fernando Mourão, Leonardo Rocha:
A reproducible POI recommendation framework: Works mapping and benchmark evaluation. Inf. Syst. 108: 102019 (2022) - [c7]Heitor Werneck, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Elisa Tuler, Diego Dias, Leonardo Rocha:
A Stacking Recommender System Based on Contextual Information for Fashion Retails. ICCSA (1) 2022: 560-574 - [c6]Thiago Silva, Nícollas Silva, Heitor Werneck, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha:
iRec: An Interactive Recommendation Framework. SIGIR 2022: 3165-3175 - [c5]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:
Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains. WebMedia 2022: 222-229 - 2021
- [j2]Heitor Werneck, Rodrigo Santos, Nícollas Silva, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha:
Effective and diverse POI recommendations through complementary diversification models. Expert Syst. Appl. 175: 114775 (2021) - [j1]Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha:
Points of Interest recommendations: Methods, evaluation, and future directions. Inf. Syst. 101: 101789 (2021) - [c4]Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha:
A contextual approach to improve the user's experience in interactive recommendation systems. WebMedia 2021: 89-96 - 2020
- [c3]Thiago Silva, Nícollas Silva, Heitor Werneck, Adriano C. M. Pereira, Leonardo Rocha:
The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning. WebMedia 2020: 173-180 - [c2]Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha:
A Survey on Point-of-Interest Recommendation in Location-based Social Networks. WebMedia 2020: 185-192 - [c1]Heitor Werneck, Nícollas Silva, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha:
Combining complementary diversification models for personalized POI recommendations. WebMedia 2020: 209-212
Coauthor Index
aka: Adriano César Machado Pereira
aka: Leonardo Chaves Dutra da Rocha
aka: Nícollas Campos Silva
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