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Guilherme Alves
Guilherme Alves
Other namesGuilherme Alves da Silva
Loria, Université de Lorraine
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Survey on fairness notions and related tensions
G Alves, F Bernier, M Couceiro, K Makhlouf, C Palamidessi, S Zhioua
EURO journal on decision processes 11, 100033, 2023
322023
Reducing Unintended Bias of ML Models on Tabular and Textual Data
G Alves, M Amblard, F Bernier, M Couceiro, A Napoli
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
312021
CPrefMiner: An Algorithm for Mining User Contextual Preferences based on Bayesian Networks
S de Amo, ML Bueno, G Alves, NF Silva
24th IEEE International Conference on Tools with Artificial Intelligence …, 2012
182012
Mining User Contextual Preferences
S de Amo, MLP Bueno, G Alves, NF Silva
Journal of Information and Data Management 4, 37-46, 2013
162013
Making ML models fairer through explanations: the case of LimeOut
G Alves, V Bhargava, M Couceiro, A Napoli
Analysis of Images, Social Networks and Texts: 9th International Conference …, 2021
112021
Exploiting social information in pairwise preference recommender system
C Felício, K Paixão, G Alves, S De Amo, P Preux
Journal of Information and Data Management 7 (2), 16, 2016
102016
FixOut: an ensemble approach to fairer models
G Alves, V Bhargava, F Bernier, M Couceiro, A Napoli
92020
Visual perception similarities to improve the quality of user cold start recommendations
CZ Felício, CMM de Almeida, G Alves, FSF Pereira, KVR Paixao, ...
Advances in Artificial Intelligence: 29th Canadian Conference on Artificial …, 2016
92016
Social PrefRec framework: leveraging recommender systems based on social information
C Felício, K Paixão, G Alves, S de Amo
3rd Symposium on Knowledge Discovery, Mining and Learning, 66-73, 2015
72015
VP-Rec: A Hybrid Image Recommender Using Visual Perception Network
CZ Felıcio, CMM de Almeida, G Alves, FSF Pereira, KVR Paixao, ...
52016
Similarity Measure Selection for Categorical Data Clustering
G Alves, M Couceiro, A Napoli
4*2019
Studying the impact of feature importance and weighted aggregation in tackling process fairness
G Alves, V Bhargava, F Bernier, M Couceiro, A Napoli
Statistical Modeling and Applications on Real-Time Problems, 133-152, 2022
22022
Hybrid processing for algorithmic fairness
G Alves
Université de Lorraine, 2022
2022
Towards a Constrained Clustering Algorithm Selection
G Alves, M Couceiro, A Napoli
Société Francophone de Classification (SFC) Actes des 26èmes Rencontres, 99, 2019
2019
Evolução da semissupervisão em detecção online de agrupamentos
GA Silva
Universidade Federal de Uberlândia, 2017
2017
A Framework for Online Clustering Based on Evolving Semi-Supervision
G Alves, M Barioni, E Faria
32nd Brazilian Symposium on Databases (SBBD 2017), 2017
2017
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Articles 1–16