Guilherme Alves

According to our database, Guilherme Alves authored at least 10 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Survey on Fairness Notions and Related Tensions.

Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua

CoRR, 2022

2021

Reducing Unintended Bias of ML Models on Tabular and Textual Data.

Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

Sélection de mesures de similarité pour la classification de données catégorielles.

Amedeo Napoli, Miguel Couceiro, Guilherme Alves

Proceedings of the Extraction et Gestion des Connaissances, 2020

Making ML Models Fairer Through Explanations: The Case of LimeOut.

Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli

Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2017

A Framework for Online Clustering Based on Evolving Semi-Supervision.

Guilherme Alves, Maria Camila Nardini Barioni, Elaine R. Faria

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

2016

Exploiting Social Information in Pairwise Preference Recommender System.

Crícia Z. Felício, Klérisson V. R. Paixão, Guilherme Alves, Sandra de Amo, Philippe Preux

J. Inf. Data Manag., 2016

VP-Rec: A Hybrid Image Recommender Using Visual Perception Network.

Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola Souza F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo, Célia A. Z. Barcelos

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations.

Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola Souza F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo

Proceedings of the Advances in Artificial Intelligence, 2016

2013

Mining User Contextual Preferences.

Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva

J. Inf. Data Manag., 2013

2012

CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks.

Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012