An Incrementa Learning System for Imprecise and Uncertain Knowledge Discovery. - Mondher Maddouri; Samir Elloumi; Ali Jaoua (Inf. Sci., 1998)

Galois Connection in Fuzzy Binary Relations, Applications for Discovering Association Rules and Decision Making. - Ali Jaoua; Faisal Alvi; Samir Elloumi; Sadok Ben Yahia (RelMiCS, 2000)

Textmining: extension de la connexion de Galois floue. - Cherif Chiraz Latiri; Samir Elloumi; Sadok Ben Yahia; Ali Jaoua (EGC, 2002)

Galois connection, formal concepts and Galois lattice in real relations: application in a real classifier. - Ali Jaoua; Samir Elloumi (J. Syst. Softw., 2002)

Apprentissage des seuil dans le classifieur flou par localisation de concepts. - Samir Elloumi; Ali Jaoua (INFORSID, 2003)

The Fuzzy Classifier by Concept Localization in a Lattice of Concepts. - Samir Elloumi; Ch. Ben Youssef; Sadok Ben Yahia (CLA, 2004)

Using Concept Formal Analysis for Cooperative Information Retrieval. - Ibtissem Nafkha; Samir Elloumi; Ali Jaoua (CLA, 2004)

A multi-level conceptual data reduction approach based on the Lukasiewicz implication. - Samir Elloumi; Jihad Mohamad Jaam; Ahmad Hasnah; Ali Jaoua; Ibtissem Nafkha (Inf. Sci., 2004)

Efficient Generic Association Rules Based Classifier Approach. - Ines Bouzouita; Samir Elloumi (CLA, 2006)

GARC: A New Associative Classification Approach. - Ines Bouzouita; Samir Elloumi; Sadok Ben Yahia (DaWaK, 2006)

Integrated Generic Association Rule Based Classifier. - Ines Bouzouita; Samir Elloumi (DEXA Workshops, 2007)

Data Mining, Reasoning and Incremental Information Retrieval through Non Enlargeable Rectangular Relation Coverage. - Ali Jaoua; Rehab M. Duwairi; Samir Elloumi; Sadok Ben Yahia (RelMiCS, 2009)

Financial events detection by conceptual news categorization. - Ali Jaoua; Jihad Mohamad Al'Jaam; Helmi Hammami; Fethi Ferjani; Firas Laban; Nasredine Semmar; Hassane Essafi; Samir Elloumi (ISDA, 2010)

A Comparative Study of a New Associative Classification Approach for Mining Rare and Frequent Classification Rules. - Ines Bouzouita; Michel Liquiere; Samir Elloumi; Ali Jaoua (ISA, 2011)

Positive and negative generic classification rules-based classifier. - Ines Bouzouita; Samir Elloumi (Int. J. Knowl. Learn., 2011)

Formal context coverage based on isolated labels: An efficient solution for text feature extraction. - Fethi Ferjani; Samir Elloumi; Ali Jaoua; Sadok Ben Yahia; Sahar Ahmad Ismail; Sheikha Ravan (Inf. Sci., 2012)

General learning approach for event extraction: Case of management change event. - Samir Elloumi; Ali Jaoua; Fethi Ferjani; Nasredine Semmar; Romaric Besançon; Jihad Mohamad Al'Jaam; Helmi Hammami (J. Inf. Sci., 2013)

ConProve: A conceptual prover system. - Samir Elloumi; Ali Jaoua; Bilel Boulifa; Mohammad Saleh; Jameela Al Otaibi (AICCSA, 2014)

Hyper rectangular trend analysis application to Islamic rulings (fatwas). - Abdelaali Hassaïne; Samir Elloumi; Fethi Ferjani; Ali Jaoua (AICCSA, 2014)

Inference engine based on closure and join operators over Truth Table Binary Relations. - Samir Elloumi; Bilel Boulifa; Ali Jaoua; Mohammad Saleh; Jameela Al Otaibi; Marcelo F. Frias (J. Log. Algebraic Methods Program., 2014)

Using conceptual reasoning for inconsistencies detection in Islamic advisory opinion (Fatwas). - Jameela Al Otaibi; Samir Elloumi; Ali Jaoua; Abdelaali Hassaïne (AICCSA, 2015)

A novel approach for handedness detection from off-line handwriting using fuzzy conceptual reduction. - Somaya Al-Máadeed; Fethi Ferjani; Samir Elloumi; Ali Jaoua (EURASIP J. Image Video Process., 2016)

Using minimal generators for composite isolated point extraction and conceptual binary relation coverage: Application for extracting relevant textual features. - Samir Elloumi; Fethi Ferjani; Ali Jaoua (Inf. Sci., 2016)

Using Mandatory Concepts for Knowledge Discovery and Data Structuring. - Samir Elloumi; Sadok Ben Yahia; Jihad Al Ja'am (DEXA (2), 2019)

Improving Arabic Text to Image Mapping Using a Robust Machine Learning Technique. - Jezia Zakraoui; Samir Elloumi; Jihad Mohamad Al Ja'am; Sadok Ben Yahia (IEEE Access, 2019)

An adaptive model for sequential labeling systems - Application for management change event. - Samir Elloumi (Multim. Tools Appl., 2019)

Event detection based on open information extraction and ontology. - Sihem Sahnoun; Samir Elloumi; Sadok Ben Yahia (J. Inf. Telecommun., 2020)

A new approach for textual feature selection based on N-composite isolated labels. - Samir Elloumi (Nat. Lang. Eng., 2020)