Book chapters


Zighed, Djamel A., Gilbert Ritschard, and Simon Marcellin. "Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning". In: Advances in Intelligent Information Systems. Ed. by Zbigniew W. Ras and Li-Shiang Tsay. Vol. 265. Studies in Computational Intelligence. Springer, pp. 27-42.


Hacid, Hakim and Abdelkader Djamel Zighed. "A Machine learning-Based Model for Content-Based Image Retrieval". In: Artificial Intelligence for Maximizing Content Based Image Retrieval. Ed. by Zongmin Ma. Idea Group Inc. (IGI). Chap. VIII, pp. 171-191.
Ritschard, Gilbert, Simon Marcellin, and Djamel Abdelkader Zighed. "Arbre de décision pour données déséquilibrées : sur la complémentarité de l'intentisé d'implication et de léntropie décentrée". In: Analyse Statistique Implicative - Une méthode d'analyse de données pour la recherche de causalités. Ed. by Fabrice Guillet, Régis Gras, and Jean-Claude Régnier. Vol. E-16. RNTI. Cépaduès-Éditions, pp. 207-222.
Sayed, Ahmad El, Hakim Hacid, and Djamel A. Zighed. "Exploring Validity Indices for Clustering Textual Data". In: Mining Complex Data. Ed. by Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, and Hakim Hacid. Vol. 165. Studies in Computational Intelligence. Springer, pp. 281-300.


Ritschard, Gilbert, Vincent Pisetta, and Djamel A. Zighed. "Inducing and Evaluating Classification Trees with Statistical Implicative Criteria". In: Statistical Implicative Analysis, Theory and Applications. Ed. by Régis Gras, Einoshin Suzuki, Fabrice Guillet, and Filippo Spagnolo. Vol. 127. Studies in Computational Intelligence. Springer, pp. 397-419.


Zighed, Djamel Abdelkader. "Induction Graphs for Data Mining". In: Selected Contributions in Data Analysis and Classification. Ed. by Paula Brito, Patrice Bertrand, and Guy Cucumel. Springer, pp. 419-430.


Hacid, Hakim and Djamel A. Zighed. "A Machine Learning Based Model For Content Based Image Retrieval". In: Semantic-Based Visual Information Retrieval. Ed. by Yu-Jin Zhang. IRM Press, pp. 229-250.


Zighed, Djamel A. and Ricco Rakotomalala. "Graphes d'Induction". In: Bases de Données et Statistiques. 2ème cycle - Ecoles d'ingénieurs. Dunod, pp. 98-124.


Zighed, Djamel A., Sabine Rabaséda, Ricco Rakotomalala, and Fabien Feschet. "Discretization Methods in Supervised Learning". In: Encyclopedia of Computer Science and Technology: Supplement 25. Ed. by Allen Kent and James G. Williams. Vol. 40. New York: Marcel Dekker, pp. 35-50.


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