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ORCIDGuilherme Alves 0001
Person information
- affiliation: Federal University of Uberlândia (UFU), Brazil
Other persons with the same name
- Guilherme Alves 0002 — University of Lorraine, Nancy, France
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2020 – today
- 2022
[i3]Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua:
Survey on Fairness Notions and Related Tensions. CoRR abs/2209.13012 (2022)- 2021
- [c8]Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro
, Amedeo Napoli:
Reducing Unintended Bias of ML Models on Tabular and Textual Data. DSAA 2021: 1-10 - [i2]Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli:
Reducing Unintended Bias of ML Models on Tabular and Textual Data. CoRR abs/2108.02662 (2021) - 2020
- [c7]Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli:
Making ML Models Fairer Through Explanations: The Case of LimeOut. AIST 2020: 3-18 - [c6]Amedeo Napoli, Miguel Couceiro, Guilherme Alves:
Sélection de mesures de similarité pour la classification de données catégorielles. EGC 2020: 325-332 - [i1]Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli:
Making ML models fairer through explanations: the case of LimeOut. CoRR abs/2011.00603 (2020)
2010 – 2019
- 2017
- [c5]Guilherme Alves, Maria Camila Nardini Barioni, Elaine R. Faria:
A Framework for Online Clustering Based on Evolving Semi-Supervision. SBBD 2017: 16-27 - 2016
- [j2]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): 99-115 (2016) - [c4]Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola Souza F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo:
Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations. Canadian AI 2016: 96-101 - [c3]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:
VP-Rec: A Hybrid Image Recommender Using Visual Perception Network. ICTAI 2016: 70-77 - 2013
- [j1]Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva:
Mining User Contextual Preferences. J. Inf. Data Manag. 4(1): 37-46 (2013) - 2012
- [c2]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: 114-121 - [c1]Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva:
Mining User Contextual Preferences. SBBD (Short Papers) 2012: 177-184
Coauthor Index
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