A possibilistic classification approach to handle continuous data. - Myriam Bounhas; Khaled Mellouli (AICCSA, 2010)

Using Class-Based Reasoning to Improve the Accuracy of Symbolic Rules in a Hybrid Possibilistic Approach. - Myriam Bounhas; Khaled Mellouli (DBKDA, 2010)

From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data. - Myriam Bounhas; Khaled Mellouli; Henri Prade; Mathieu Serrurier (SUM, 2010)

Possibilistic Classifiers for Uncertain Numerical Data. - Myriam Bounhas; Henri Prade; Mathieu Serrurier; Khaled Mellouli (ECSQARU, 2011)

A Possibilistic Rule-Based Classifier. - Myriam Bounhas; Henri Prade; Mathieu Serrurier; Khaled Mellouli (IPMU (1), 2012)

Possibilistic classifiers for numerical data. - Myriam Bounhas; Khaled Mellouli; Henri Prade; Mathieu Serrurier (Soft Comput., 2013)

Possibilistic Classifiers for Certain/Uncertain Numerical Data. (Classifieurs Possibilistes des données Numériques Certaines et Incertaines). - Myriam Bounhas (2013)

Analogical classification: A new way to deal with examples. - Myriam Bounhas; Henri Prade; Gilles Richard (ECAI, 2014)

Analogical Classification: A Rule-Based View. - Myriam Bounhas; Henri Prade; Gilles Richard (IPMU (2), 2014)

Analogical Classification: Handling Numerical Data. - Myriam Bounhas; Henri Prade; Gilles Richard (SUM, 2014)

Naive possibilistic classifiers for imprecise or uncertain numerical data. - Myriam Bounhas; Mohammad Ghasemi Hamed; Henri Prade; Mathieu Serrurier; Khaled Mellouli (Fuzzy Sets Syst., 2014)

A New View of Conformity and Its Application to Classification. - Myriam Bounhas; Henri Prade; Gilles Richard (ECSQARU, 2015)

Oddness-Based Classifiers for Boolean or Numerical Data. - Myriam Bounhas; Henri Prade; Gilles Richard (KI, 2015)

Evenness-Based Reasoning with Logical Proportions Applied to Classification. - Myriam Bounhas; Henri Prade; Gilles Richard (SUM, 2015)

Not Being at Odds with a Class: A New Way of Exploiting Neighbors for Classification. - Myriam Bounhas; Henri Prade; Gilles Richard (ECAI, 2016)

Oddness/evenness-based classifiers for Boolean or numerical data. - Myriam Bounhas; Henri Prade; Gilles Richard (Int. J. Approx. Reason., 2017)

Analogy-based classifiers for nominal or numerical data. - Myriam Bounhas; Henri Prade; Gilles Richard (Int. J. Approx. Reason., 2017)

Predicting Preferences by Means of Analogical Proportions. - Myriam Bounhas; Marc Pirlot; Henri Prade (ICCBR, 2018)

Oddness-based classification: A new way of exploiting neighbors. - Myriam Bounhas; Henri Prade; Gilles Richard (Int. J. Intell. Syst., 2018)

Analogy-based Matching Model for Domain-specific Information Retrieval. - Myriam Bounhas; Bilel Elayeb (ICAART (2), 2019)

An Analogical Interpolation Method for Enlarging a Training Dataset. - Myriam Bounhas; Henri Prade (SUM, 2019)

Comparison of Analogy-Based Methods for Predicting Preferences. - Myriam Bounhas; Marc Pirlot; Henri Prade; Olivier Sobrie (SUM, 2019)

Continuous Analogical Proportions-Based Classifier. - Marouane Essid; Myriam Bounhas; Henri Prade (IPMU (1), 2020)

Automatic Arabic Text Summarization Using Analogical Proportions. - Bilel Elayeb; Amina Chouigui; Myriam Bounhas; Oussama Ben Khiroun (Cogn. Comput., 2020)

Logical Proportions for Classification and Preference Learning. (Logische Proportionen für Klassifikation und Präferenzlernen / Proportions Logiques pour la Classification et l'Apprentissage de Préférences). - Myriam Bounhas (2021)

Mono- and Cross-Language Information Retrieval based on Analogical Proportions: A Review. - Bilel Elayeb; Myriam Bounhas (ICICT (3), 2021)

Logical Proportions-Related Classification Methods Beyond Analogy. - Myriam Bounhas; Henri Prade (SUM, 2022)

Some recent advances in reasoning based on analogical proportions. - Myriam Bounhas; Henri Prade; Gilles Richard (CoRR, 2022)

Analogical Text Mining: Application to Arabic Text Summarization and Classification. - Bilel Elayeb; Amina Chouigui; Myriam Bounhas (AICCSA, 2023)

Analogy-based classifiers: An improved algorithm exploiting competent data pairs. - Myriam Bounhas; Henri Prade (Int. J. Approx. Reason., 2023)

Revisiting analogical proportions and analogical inference. - Myriam Bounhas; Henri Prade (Int. J. Approx. Reason., 2024)

Arabic text classification based on analogical proportions. - Myriam Bounhas; Bilel Elayeb; Amina Chouigui; Amir Hussain 001; Erik Cambria (Expert Syst. J. Knowl. Eng., 2024)

Morphological Disambiguation of Texts Based on Analogical Proportions. - Bilel Elayeb; Myriam Bounhas; Mohamed Firas Ettih (ICAART (3), 2025)