| 2025 | ICAART | Morphological Disambiguation of Texts Based on Analogical Proportions. | Bilel Elayeb, Myriam Bounhas, Mohamed Firas Ettih |
| 2025 | ICAART | Analogy-Based Classifier for Text Morphological Disambiguation: A Comparative Study. | Bilel Elayeb, Myriam Bounhas, Mohamed Firas Ettih |
| 2023 | AICCSA | Analogical Text Mining: Application to Arabic Text Summarization and Classification. | Bilel Elayeb, Amina Chouigui, Myriam Bounhas |
| 2020 | IPMU | Continuous Analogical Proportions-Based Classifier. | Marouane Essid, Myriam Bounhas, Henri Prade |
| 2019 | ICAART | Analogy-based Matching Model for Domain-specific Information Retrieval. | Myriam Bounhas, Bilel Elayeb |
| 2018 | ICCBR | Predicting Preferences by Means of Analogical Proportions. | Myriam Bounhas, Marc Pirlot, Henri Prade |
| 2016 | ECAI | Not Being at Odds with a Class: A New Way of Exploiting Neighbors for Classification. | Myriam Bounhas, Henri Prade, Gilles Richard |
| 2015 | ECSQARU | A New View of Conformity and Its Application to Classification. | Myriam Bounhas, Henri Prade, Gilles Richard |
| 2015 | KI | Oddness-Based Classifiers for Boolean or Numerical Data. | Myriam Bounhas, Henri Prade, Gilles Richard |
| 2014 | ECAI | Analogical classification: A new way to deal with examples. | Myriam Bounhas, Henri Prade, Gilles Richard |
| 2014 | IPMU | Analogical Classification: A Rule-Based View. | Myriam Bounhas, Henri Prade, Gilles Richard |
| 2012 | IPMU | A Possibilistic Rule-Based Classifier. | Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli |
| 2011 | ECSQARU | Possibilistic Classifiers for Uncertain Numerical Data. | Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli |
| 2010 | AICCSA | A possibilistic classification approach to handle continuous data. | Myriam Bounhas, Khaled Mellouli |