Guilherme Alves

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 10

Top Topics

Individual Preferences

Visual Perception

Top Venues

J. Inf. Data Manag.

Canadian Conference on AI

Publications

Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua
Survey on Fairness Notions and Related Tensions. CoRR (2022)
Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli
Reducing Unintended Bias of ML Models on Tabular and Textual Data. CoRR (2021)
Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli
Reducing Unintended Bias of ML Models on Tabular and Textual Data. DSAA (2021)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML Models Fairer Through Explanations: The Case of LimeOut. AIST (2020)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML models fairer through explanations: the case of LimeOut. CoRR (2020)
Amedeo Napoli, Miguel Couceiro, Guilherme Alves
Sélection de mesures de similarité pour la classification de données catégorielles. EGC (2020)
Guilherme Alves, Maria Camila Nardini Barioni, Elaine R. Faria
A Framework for Online Clustering Based on Evolving Semi-Supervision. SBBD (2017)
Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabiola S. F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo, Célia A. Z. Barcelos
VP-Rec: A Hybrid Image Recommender Using Visual Perception Network. ICTAI (2016)
Crícia Z. Felício, Klérisson V. R. Paixão, Guilherme Alves, Sandra de Amo, Philippe Preux
Exploiting Social Information in Pairwise Preference Recommender System. J. Inf. Data Manag. 7 (2) (2016)
Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabiola S. F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo
Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations. Canadian Conference on AI (2016)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. J. Inf. Data Manag. 4 (1) (2013)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks. ICTAI (2012)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. SBBD (Short Papers) (2012)