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Guilherme Alves

Reducing Unintended Bias of ML Models on Tabular and Textual Data
2021 · Guilherme Alves, Maxime Amblard, et al. · IEEE International Conference on Data Science and Advanced Analytics (DSAA) · 21
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Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations
2016 · Crícia Z. Felício, Claudianne M. M. de Almeida, et al. · Lecture notes in computer science · 11
CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks
2012 · Sandra de Amo, Marcos L.P. Bueno, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 10
Mining User Contextual Preferences
2012 · Sandra de Amo, Marcos L. P. Bueno, et al. · Journal of Information and Data Management · 9
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Exploiting Social Information in Pairwise Preference Recommender System
2016 · Felício, Crícia, Z, Paixão, Klérisson, V R, et al. · Journal of Information and Data Management · 8
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Making ML Models Fairer Through Explanations: The Case of LimeOut
2021 · Guilherme Alves, Vaishnavi Bhargava, et al. · Lecture notes in computer science · 7
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VP-Rec: A Hybrid Image Recommender Using Visual Perception Network
2016 · Cricia Z. Felicio, Claudianne M.M. De Almeida, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 3
FixOut: an ensemble approach to fairer models
2020 · Alves, Guilherme, Bhargava, Vaishnavi, et al. · HAL · 2
Similarity Measure Selection for Categorical Data Clustering
2019 · Alves, Guilherme, Couceiro, Miguel, et al. · HAL · 2
A Framework for Online Clustering Based on Evolving Semi-Supervision
2017 · Guilherme Alves, Maria Camila N. Barioni, et al. · Simpósio Brasileiro de Bancos de Dados (SBBD) · 1
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Avanços na monitoração da saturação de oxigênio em tecidos biológicos e vigilância do SARS-CoV-2: integração da imagem no domínio da frequência espacial com rede neural artificial
2024 · Guilherme Alves
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Sélection de mesures de similarité pour les données catégorielles
2020 · Alves, Guilherme, Couceiro, Miguel, et al. · HAL
Sélection de mesures de similarité pour la classification de données catégorielles.
2020 · Amedeo Napoli, Miguel Couceiro, et al. · EGC eBooks
Towards a Constrained Clustering Algorithm Selection
2019 · Alves, Guilherme, Couceiro, Miguel, et al. · HAL
Contribution to the establishment of an educational modeling for the context of mobile learning
2017 · Guilherme Alves, Leticia Hissae Yanaguya, et al. · Iberian Conference on Information Systems and Technologies (CISTI)
Works count: 15
Citation count: 74
H-index: 6
I10-index: 3
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