Publications

Citations for some of the papers listed below are found in DBLP, Scopus, Lattes, Google Scholar.

2021

  • Reducing Unintended Bias of ML Models on Tabular and Textual Data. In 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA). Porto, Portugal. [ PDF ] [ Preprint ] [ Video presentation ] [ Poster ]

2020

  • Making ML models fairer through explanations: the case of LimeOut. In International Conference on Analysis of Images, Social Networks and Texts (AIST). Moscow, Russia [ PDF ] [ Preprint ]
  • Sélection de mesures de similarité pour les données catégorielles. In 20ème édition de la conférence Extraction et Gestion des Connaissances, Brussels, Belgium. [ PDF ] [ Preprint ] [ Companion page ]

2019

  • Towards a Constrained Clustering Algorithm Selection. In Société Francophone de Classification (SFC) Actes des 26èmes Rencontres, Nancy, France. [ PDF ]

2017

  • A Framework for Online Clustering Based on Evolving Semi-Supervision. In 32nd Brazilian Symposium on Databases. Uberlândia. [ PDF ] [ Preprint ] [ Presentation ] [ See more ]

2016

  • Exploiting social information in pairwise preference recommender system. In Journal of Information and Data Management (JIDM). [ PDF ] [ See More ]
  • VP-Rec: A Hybrid Image Recommender Using Visual Perception Network. In 28th International Conference on Tools with Artificial Intelligence (ICTAI). 2016, San Jose, USA. [ PDF ] [ See More ]
  • Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations (short). In 29th Canadian Conference on Artificial Intelligence (AI). 2016, Canada. [ PDF ] [ See More ]

2015

  • Social PrefRec framework: leveraging recommender systems based on social information. In 3rd Symposium on Knowledge Discovery, Mining, and Learning (KDMiLe). 2015, pages 66-73. [ PDF ] [ Presentation ] [ See More ]

2013

  • Mining User Contextual Preferences. In Journal of Information and Data Management (JIDM). Vol. 4 (1), 2013, pages 37-46. [ PDF ] [ See More ]

2012

  • CPrefMiner: An Algorithm for Mining User Contextual Preferences based on Bayesian Networks. In 24th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). Athens. [ PDF ] [ See More ]
  • Mining User Contextual Preferences (short). In 27th Brazilian Symposium on Databases. São Paulo. [ PDF ] [ See More ]