Personal information

machine learning, information retrieval, recommender systems
Brazil

Activities

Education and qualifications (2)

Universidade Federal de São João del-Rei: São João del-Rei, Minas Gerais, BR

2018-01-01 to 2021-12-31 | B.Sc. (Computer Science)
Education
Source: Self-asserted source
Heitor Werneck

Federal Center for Technological Education of Minas Gerais: Leopoldina, Minas Gerais, BR

2015-01-01 to 2017-12-31 | Industrial IT Technician (Informatics)
Education
Source: Self-asserted source
Heitor Werneck

Works (12)

User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User’s Experience

ACM Transactions on Recommender Systems
2023-03-31 | Journal article | Author
Part of ISSN: 2770-6699
Contributors: Nicollas Silva; Thiago Silva; Heitor Werneck; Leonardo Rocha; Adriano Pereira
Source: Self-asserted source
Heitor Werneck
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A Stacking Recommender System Based on Contextual Information for Fashion Retails

International Conference on Computational Science and Its Applications
2022 | Conference paper
Contributors: Werneck, Heitor; others
Source: Self-asserted source
Heitor Werneck

iRec: An Interactive Recommendation Framework

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
2022 | Conference paper
Contributors: Silva, Thiago; Silva, Ńıcollas; Werneck, Heitor; others
Source: Self-asserted source
Heitor Werneck

A reproducible POI recommendation framework: Works mapping and benchmark evaluation

Information Systems
2022-09 | Journal article
Part of ISSN: 0306-4379
Contributors: Heitor Werneck; Nícollas Silva; Adriano Pereira; Matheus Carvalho; Alejandro Bellogín; Jorge Martinez-Gil; Fernando Mourão; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions

Expert Systems with Applications
2022-07 | Journal article | Author
Part of ISSN: 0957-4174
Contributors: Nicollas Silva; Heitor Werneck; Thiago Silva; Adriano C.M. Pereira; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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Points of Interest recommendations: Methods, evaluation, and future directions

Information Systems
2021-11 | Journal article
Part of ISSN: 0306-4379
Contributors: Heitor Werneck; Nícollas Silva; Matheus Viana; Adriano Pereira; Fernando Mourão; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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A contextual approach to improve the user's experience in interactive recommendation systems

Proceedings of the Brazilian Symposium on Multimedia and the Web
2021-11-05 | Conference paper
Contributors: Nícollas Silva; Heitor Werneck; Thiago Silva; Adriano C. M. Pereira; Leonardo Rocha
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Heitor Werneck
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Effective and diverse POI recommendations through complementary diversification models

Expert Systems with Applications
2021-08 | Journal article
Part of ISSN: 0957-4174
Contributors: Heitor Werneck; Rodrigo Santos; Nícollas Silva; Adriano C.M. Pereira; Fernando Mourão; Leonardo Rocha
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Heitor Werneck
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A Survey on Point-of-Interest Recommendation in Location-based Social Networks

Proceedings of the Brazilian Symposium on Multimedia and the Web
2020-11-30 | Conference paper
Contributors: Heitor Werneck; Nícollas Silva; Matheus Carvalho Viana; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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Boca a Boca Virtual: Presença Digital para Pequenos Empreendedores

Anais Estendidos do XXVI Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia 2020)
2020-11-30 | Conference paper
Contributors: Pablo Cecilio; Antônio Pedro; Heitor Werneck; Leonardo Rocha
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Heitor Werneck
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Combining complementary diversification models for personalized POI recommendations

Proceedings of the Brazilian Symposium on Multimedia and the Web
2020-11-30 | Conference paper
Contributors: Heitor Werneck; Nícollas Silva; Fernando Mourão; Adriano C. M. Pereira; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning

Proceedings of the Brazilian Symposium on Multimedia and the Web
2020-11-30 | Conference paper
Contributors: Thiago Silva; Nícollas Silva; Heitor Werneck; Adriano C. M. Pereira; Leonardo Rocha
Source: Self-asserted source
Heitor Werneck
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