Djamel A. Zighed

Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed (Eds.): Advances in Knowledge Discovery and Management. Studies in Computational Intelligence 471, Springer 2013, isbn 978-3-642-35854-8

Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar: Comparison of Proximity Measures: A Topological Approach. Advances in Knowledge Discovery and Management 2013: 43-58

Mathilde Forestier, Anna Stavrianou, Julien Velcin, Djamel A. Zighed: Roles in social networks: Methodologies and research issues. Web Intelligence and Agent Systems 10(1): 117-133 (2012)

Mathilde Forestier, Julien Velcin, Anna Stavrianou, Djamel A. Zighed: Extracting Celebrities from Online Discussions. ASONAM 2012: 322-326

Djamel Abdelkader Zighed, Diala Ezzeddine, Fabien Rico: Neighborhood Random Classification. PAKDD (1) 2012: 98-108

Djamel Abdelkader Zighed, Rafik Abdesselam, Asmelash Hadgu: Topological Comparisons of Proximity Measures. PAKDD (1) 2012: 379-391

Fabrice Guillet, Gilbert Ritschard, Djamel Abdelkader Zighed (Eds.): Advances in Knowledge Discovery and Management - Volume 2 [Best of EGC 2010, Hammamet, Tunisie]. Studies in Computational Intelligence 398, Springer 2012, isbn 978-3-642-25837-4

Mathilde Forestier, Julien Velcin, Djamel A. Zighed: Extracting Social Networks to Understand Interaction. ASONAM 2011: 213-219

Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar: Equivalence topologique entre mesures de proximité. EGC 2011: 53-64

Fabien Rico, Djamel Abdelkader Zighed: Classificateurs aléatoires topologiques à base de graphes de voisinages. EGC 2011: 83-88

Mathilde Forestier, Julien Velcin, Djamel A. Zighed: Extracting Social Networks Enriched by Using Text. ISMIS 2011: 140-145

Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed: Construction de noyaux pour l'apprentissage supervisé à partir d'arbres aléatoires. EGC 2010: 525-536

Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed: Learning with Ensembles of Randomized Trees : New Insights. ECML/PKDD (3) 2010: 67-82

Djamel A. Zighed, Gilbert Ritschard, Simon Marcellin: Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning. Advances in Intelligent Information Systems 2010: 27-42

Fabrice Guillet, Gilbert Ritschard, Djamel Abdelkader Zighed, Henri Briand (Eds.): Advances in Knowledge Discovery and Management [Best of EGC 2009, Strasbourg, France]. Studies in Computational Intelligence 292, Springer 2010, isbn 978-3-642-00579-4

Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid (Eds.): Mining Complex Data. Studies in Computational Intelligence 165, Springer 2009, isbn 978-3-540-88066-0

Taimur Qureshi, Djamel A. Zighed: On Improving Discretization Quality by a Bagging Technique. ICNC (1) 2009: 226-231

Taimur Qureshi, Djamel A. Zighed: A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling. IDEAL 2009: 586-593

Vincent Pisetta, Djamel A. Zighed: Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis. ISMIS 2009: 422-430

Taimur Qureshi, Djamel A. Zighed: Using Resampling Techniques for Better Quality Discretization. MLDM 2009: 68-81

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: Exploring Validity Indices for Clustering Textual Data. Mining Complex Data 2009: 281-300

Ahmad El Sayed, Julien Velcin, Djamel A. Zighed: Word Clustering with Validity Indices. Canadian Conference on AI 2008: 259-270

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: Involving Validity Indices in Document Clustering. CORIA 2008: 103-118

Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard: Évaluation des critères asymétriques pour les arbres de décision. EGC 2008: 209-210

Taimur Qureshi, Djamel A. Zighed: Discretization of Continuous Features by Resampling. EGC 2008: 343-348

Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard: Evaluating Decision Trees Grown with Asymmetric Entropies. ISMIS 2008: 58-67

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: On Determining the Optimal Partition in Agglomerative Clustering of Documents. ISMIS 2008: 487-496

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: A New Framework for Taxonomy Discovery from Text. PAKDD 2008: 985-991

Gilbert Ritschard, Vincent Pisetta, Djamel A. Zighed: Inducing and Evaluating Classification Trees with Statistical Implicative Criteria. Statistical Implicative Analysis 2008: 397-419

Zbigniew W. Ras, Shusaku Tsumoto, Djamel A. Zighed (Eds.): Mining Complex Data, ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4944, 2008, isbn 978-3-540-68415-2

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: Mining semantic distance between corpus terms. PIKM 2007: 49-54

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: A Multisource Context-Dependent Semantic Distance Between Concepts. DEXA 2007: 54-63

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System. MCD 2007: 224-237

Djamel A. Zighed, Simon Marcellin, Gilbert Ritschard: Mesure d'entropie asymétrique et consistante. EGC 2007: 81-86

Vincent Pisetta, Gilbert Ritschard, Djamel A. Zighed: Choix des conclusions et validation des règles issues d'arbres de classification. EGC 2007: 485-496

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: Combining Text and Image for Content-based Information Retrieval. IKE 2007: 47-53

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: A New Context-Aware Measure for Semantic Distance Using a Taxonomy and a Text Corpus. IRI 2007: 279-284

Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed: A Context-Dependent Semantic Distance Measure. SEKE 2007: 432-437

Hakim Hacid, Djamel Abdelkader Zighed: Graphes de voisinage pour l'indexation et l'interrogation d'images par le contenu. EGC 2006: 11-22

Vincent Pisetta, Hakim Hacid, Djamel A. Zighed: Multi-catégorisation de textes juridiques et retour de pertinence. EGC 2006: 235-246

Irina Diana Coman, Djamel Abdelkader Zighed: Comparaison des mammographies par des méthodes d'apprentissage. EGC 2006: 711-712

Gilbert Ritschard, Djamel A. Zighed: Implication Strength of Classification Rules. ISMIS 2006: 463-472

Hakim Hacid, Djamel A. Zighed: Content based image retrieval using topological models. MMM 2006

Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici: Decision trees with optimal joint partitioning. Int. J. Intell. Syst. 20(7): 693-718 (2005)

Mihaela Scuturici, Jérémy Clech, Vasile-Marian Scuturici, Djamel A. Zighed: Topological representation model for image database query. J. Exp. Theor. Artif. Intell. 17(1-2): 145-160 (2005)

Hakim Hacid, Djamel Abdelkader Zighed: An Effective Method for Locally Neighborhood Graphs Updating. DEXA 2005: 930-939

Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Identifying and Handling Mislabelled Instances. J. Intell. Inf. Syst. 22(1): 89-109 (2004)

Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. Discovery Science 2004: 314-321

Mihaela Scuturici, Jérémy Clech, Vasile-Marian Scuturici, Djamel A. Zighed: Modèle topologique pour l'interrogation des bases d'images. EGC 2004: 409-414

Mihaela Scuturici, Vasile-Marian Scuturici, Jérémy Clech, Djamel A. Zighed: Navigation dans une base d'images à l'aide de graphes topologiques. INFORSID 2004: 335-349

Mihaela Scuturici, Jérémy Clech, Djamel A. Zighed: Topological Query in Image Databases. CIARP 2003: 145-152

Bertrand Léger, Nadir Belkhiter, Djamel A. Zighed: Conception d'un outil d'exploration graphique et visuelle des données. EGC 2003: 83-92

Jérémy Clech, Djamel A. Zighed: Data Mining et analyse des CV : une expérience et des perspectives. EGC 2003: 189-200

Mohamed Hammami, Youssef Chahir, Liming Chen, Djamel A. Zighed: Détection des régions de couleur de peau dans l'image. EGC 2003: 219-231

Gilbert Ritschard, Djamel A. Zighed: Modélisation de tables de contingence par arbres d'induction. EGC 2003: 381-392

Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed: Traitement des exemples atypiques en apprentissage par la régression. EGC 2003: 399-410

Gilbert Ritschard, Djamel A. Zighed: Goodness-of-Fit Measures for Induction Trees. ISMIS 2003: 57-64

Gilbert Ritschard, Djamel A. Zighed: Simultaneous Row and Column Partitioning: Evaluation of a Heuristic. ISMIS 2003: 468-472

Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici: Arbogodaï, a New Approach for Decision Trees. PKDD 2003: 495-506

Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Amélioration d'une classification par filtrage des exemples mal étiquetés. EGC 2002: 155-166

Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed: Improving Classification by Removing or Relabeling Mislabeled Instances. ISMIS 2002: 5-15

Djamel A. Zighed, Stéphane Lallich, Fabrice Muhlenbach: Separability Index in Supervised Learning. PKDD 2002: 475-487

Danièle Hérin, Djamel A. Zighed (Eds.): Extraction et gestion des connaissances (EGC'2002), Actes des deuxièmes journées Extraction et Gestion des Connaissances, Montpellier, France, 21-23 janvier 2002. Extraction des Connaissances et Apprentissage 1, Hermes Science Publications 2002, isbn 2-7462-0406-1

Mohand-Said Hacid, Zbigniew W. Ras, Djamel A. Zighed, Yves Kodratoff (Eds.): Foundations of Intelligent Systems, 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002, Proceedings. Lecture Notes in Computer Science 2366, Springer 2002, isbn 3-540-43785-1

Fabrice Muhlenbach, Djamel A. Zighed, Sophie d'Hondt: Génération de règles par compression. EGC 2001: 93-104

Antonio Ciampi, Djamel A. Zighed, Jérémy Clech: Trees and Induction Graphs for Multivariate Response. PKDD 2000: 359-366

Djamel A. Zighed, Henryk Jan Komorowski, Jan M. Zytkow (Eds.): Principles of Data Mining and Knowledge Discovery, 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings. Lecture Notes in Computer Science 1910, Springer 2000, isbn 3-540-41066-X

Gérald Gavin, Didier Puzenat, Djamel A. Zighed: Classifiers with Low Decision-Making Error using Linear Combination of Functions. IC-AI 1999: 226-232

Djamel A. Zighed, Myriam Côté, Nader Troudi: The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages. PAKDD 1999: 464-468

Marc Sebban, Djamel A. Zighed, S. Di Palma: Selection and Statistical Validation of Features and Prototypes. PKDD 1999: 184-192

Djamel A. Zighed, Sabine Rabaséda, Ricco Rakotomalala: FUSINTER: A Method for Discretization of Continuous Attributes. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 6(3): 307-326 (1998)

Djamel A. Zighed, Ricco Rakotomalala, Fabien Feschet: Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning. KDD 1997: 295-298