Guilherme Alves 个人学术档案

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	总计	2019 年至今
引用	141	93
h 指数	7	4
i10 指数	6	3

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Miguel CouceiroProfessor at LORIA (CNRS – Inria Nancy Grand Est – Université de Lorraine)在 inria.fr 的电子邮件经过验证
Amedeo NapoliSenior researcher in computer science, LORIA (CNRS - Inria - U. Lorraine), Nancy在 loria.fr 的电子邮件经过验证
Sandra de AmoAssociate Professor Computer Science, Universidade Federal de Uberlândia在 ufu.br 的电子邮件经过验证
Fabien BernierPhD student在 uni.lu 的电子邮件经过验证
Klérisson PaixãoTQI在 tqi.com.br 的电子邮件经过验证
Crícia FelícioProfessor of Computer Science, IFTM在 iftm.edu.br 的电子邮件经过验证
Vaishnavi BhargavaUniversity of Wisconsin Madison || Birla Institute of Technology & Science, Pilani, India在 wisc.edu 的电子邮件经过验证
Marcos L P BuenoDonders Institute for Brain, Cognition and Behaviour在 donders.ru.nl 的电子邮件经过验证
Nádia Félix Felipe da SilvaUniversidade Federal de Goiás在 inf.ufg.br 的电子邮件经过验证
Fabíola S. F. PereiraAssistant Professor at Federal University of Uberlandia在 ufu.br 的电子邮件经过验证
Maxime AmblardUniversité de Lorraine - LORIA在 univ-lorraine.fr 的电子邮件经过验证
Catuscia PalamidessiInria在 lix.polytechnique.fr 的电子邮件经过验证
Karima MakhloufInria, LIX, École Polytechnique在 inria.fr 的电子邮件经过验证
Sami ZhiouaINRIA, LIX, École Polytechnique, Paris, France在 lix.polytechnique.fr 的电子邮件经过验证
Philippe PreuxProfessor of computer science, Université de Lille, LIFL, SequeL, INRIA在 univ-lille.fr 的电子邮件经过验证
Maria Camila Nardini BarioniFaculdade de Computação, Universidade Federal de Uberlândia在 facom.ufu.br 的电子邮件经过验证
Elaine Ribeiro de FariaCiência da Computação, Universidade Federal de Uberlândia在 facom.ufu.br 的电子邮件经过验证

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Guilherme Alves

其他姓名Guilherme Alves da Silva

Loria, Inria, Université de Lorraine

在 inria.fr 的电子邮件经过验证 - 首页

Fairness Explainable AI AutoML Semi-supervised Clustering Recommender Systems


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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

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