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Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems

Conference paperInproceedingsProceedings
Ítallo Silva, Leandro Marinho, Alan Said, Martijn C. Willemsen
Proceedings of the 29th International Conference on Intelligent User Interfaces (IUI '24).
Publication year: 2024

Evaluating Pre-training Strategies for Collaborative Filtering

Conference paperInproceedings
Júlio B. G. Costa, Leandro Balby Marinho, Rodrygo L. T. Santos, Denis Parra
UMAP '23: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
Publication year: 2023

Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings

Conference paperInproceedingsProceedings
Leandro Balby Marinho, Júlio Barreto Guedes da Costa, Denis Parra, Rodrygo L.T. Santos
IUI '22: 27th International Conference on Intelligent User Interfaces.
Publication year: 2022

Assessing Media Bias in Cross-Linguistic and Cross-National Populations

Conference paperInproceedingsProceedings
Allan Sales, Leandro Balby Marinho, Albin Zehe, Adriano Veloso, Andreas Hotho, Janna Omeliyanenko
Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2021)
Publication year: 2021

Evaluation of Post-hoc Explanations for Malaria Detection

Conference paperIncollectionInproceedings
Vinícius Araújo, Leandro Balby Marinho
SYMPOSIUM ON KNOWLEDGE DISCOVERY, MINING AND LEARNING (KDMILE), 8. , 2020
Publication year: 2020

Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks

Conference paperInproceedings
Whendell F. Magalhães, Jeferson Ferreira, Herman M. Gomes, Leandro B. Marinho, Plínio Silveira
In Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Recife/Porto de Galinhas, Brazil, 2020, pp. 272-279, doi: 10.1109/SIBGRAPI51738.2020.00044.
Publication year: 2020

Computing with Subjectivity Lexicons

Conference paperInproceedings
Caio L. M. Jeronimo, Claudio E. C. Campelo, Leandro Balby Marinho, Allan Sales, Adriano Veloso and Roberta Viola
Proceedings of The 12th Language Resources and Evaluation Conference (LREC), pp. 3272‑3280.
Publication year: 2020

Towards Explaining Recommendations Through Local Surrogate Models

Conference paperInproceedings
Caio Nóbrega and Leandro Marinho
In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Publication year: 2019

Media Bias Characterization in Brazilian Presidential Elections

Conference paperInproceedings
Allan Sales, Leandro Balby Marinho, Adriano Veloso
In Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019
Publication year: 2019

Fake News Classification Based on Subjective Language

Conference paperInproceedings
Caio Libanio Melo Jeronimo , Leandro Balby Marinho , Claudio E. C. Campelo , Adriano Veloso , Allan Sales da Costa Melo
Publication:iiWAS2019: Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, Pages 15–24
Publication year: 2019