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 | 29 | 2021 |
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 | 24 | 2023 |
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 | 18 | 2012 |
Mining User Contextual Preferences S de Amo, MLP Bueno, G Alves, NF Silva Journal of Information and Data Management 4, 37-46, 2013 | 16 | 2013 |
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 | 10 | 2021 |
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 | 10 | 2016 |
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 | 9 | 2016 |
FixOut: an ensemble approach to fairer models G Alves, V Bhargava, F Bernier, M Couceiro, A Napoli | 7 | 2020 |
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 | 7 | 2015 |
VP-Rec: A Hybrid Image Recommender Using Visual Perception Network CZ Felıcio, CMM de Almeida, G Alves, FSF Pereira, KVR Paixao, ... | 5 | 2016 |
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 | 2 | 2022 |
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 |