Djamel A. Zighed

Publication Activity (10 Years)

Years Active: 1997-2018
Publications (10 Years): 6

Top Topics

Digital Libraries

Controlled Vocabulary

Top Venues

Web Intell. Agent Syst.

Publications

Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. CoRR (2018)
Lucie Martinet, Hussein T. Al-Natsheh, Fabien Rico, Fabrice Muhlenbach, Djamel A. Zighed
Étiquetage thématique automatisé de corpus par représentation sémantique. EGC (2018)
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
Semantic Search-by-Examples for Scientific Topic Corpus Expansion in Digital Libraries. ICDM Workshops (2017)
Samir Amir, Adrian Tanasescu, Djamel A. Zighed
Sentence similarity based on semantic kernels for intelligent text retrieval. J. Intell. Inf. Syst. 48 (3) (2017)
Aleksandra Campar, Burcu Kolbay, Hector Aguilera, Iva Stankovic, Kaiser Co, Fabien Rico, Djamel A. Zighed
Author Disambiguation. ISMIS (2015)
Fabien Rico, Fabrice Muhlenbach, Djamel A. Zighed, Stéphane Lallich
Comparison of two topological approaches for dealing with noisy labeling. Neurocomputing 160 (2015)
Adrien Guille, Hakim Hacid, Cécile Favre, Djamel A. Zighed
Information diffusion in online social networks: a survey. SIGMOD Rec. 42 (2) (2013)
Djamel A. Zighed, Diala Ezzeddine, Fabien Rico
Neighborhood Random Classification. GSI (2013)
Adrien Guille, Cécile Favre, Hakim Hacid, Djamel A. Zighed
SONDY: an open source platform for social dynamics mining and analysis. SIGMOD Conference (2013)
Mathilde Forestier, Julien Velcin, Anna Stavrianou, Djamel A. Zighed
Extracting Celebrities from Online Discussions. ASONAM (2012)
Mathilde Forestier, Anna Stavrianou, Julien Velcin, Djamel A. Zighed
Roles in social networks: Methodologies and research issues. Web Intell. Agent Syst. 10 (1) (2012)
Mathilde Forestier, Julien Velcin, Djamel A. Zighed
Extracting Social Networks Enriched by Using Text. ISMIS (2011)
Mathilde Forestier, Julien Velcin, Djamel A. Zighed
Extracting Social Networks to Understand Interaction. ASONAM (2011)
Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed
Construction de noyaux pour l'apprentissage supervisé à partir d'arbres aléatoires. EGC (2010)
Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed
Learning with Ensembles of Randomized Trees : New Insights. ECML/PKDD (3) (2010)
Vincent Pisetta, Djamel A. Zighed
Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis. ISMIS (2009)
Taimur Qureshi, Djamel A. Zighed
Using Resampling Techniques for Better Quality Discretization. MLDM (2009)
Taimur Qureshi, Djamel A. Zighed
A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling. IDEAL (2009)
Taimur Qureshi, Djamel A. Zighed
On Improving Discretization Quality by a Bagging Technique. ICNC (1) (2009)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
A New Framework for Taxonomy Discovery from Text. PAKDD (2008)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Involving Validity Indices in Document Clustering. CORIA (2008)
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Évaluation des critères asymétriques pour les arbres de décision. EGC (2008)
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Evaluating Decision Trees Grown with Asymmetric Entropies. ISMIS (2008)
Ahmad El Sayed, Julien Velcin, Djamel A. Zighed
Word Clustering with Validity Indices. Canadian Conference on AI (2008)
Taimur Qureshi, Djamel A. Zighed
Discretization of Continuous Features by Resampling. EGC (2008)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
On Determining the Optimal Partition in Agglomerative Clustering of Documents. ISMIS (2008)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
A Multisource Context-Dependent Semantic Distance Between Concepts. DEXA (2007)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Mining semantic distance between corpus terms. PIKM (2007)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System. MCD (2007)
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)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
A Context-Dependent Semantic Distance Measure. SEKE (2007)
Vincent Pisetta, Gilbert Ritschard, Djamel A. Zighed
Choix des conclusions et validation des règles issues d'arbres de classification. EGC (2007)
Djamel A. Zighed, Simon Marcellin, Gilbert Ritschard
Mesure d'entropie asymétrique et consistante. EGC (2007)
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Combining Text and Image for Content-based Information Retrieval. IKE (2007)
Vincent Pisetta, Hakim Hacid, Djamel A. Zighed
Multi-catégorisation de textes juridiques et retour de pertinence. EGC (2006)
Gilbert Ritschard, Djamel A. Zighed
Implication Strength of Classification Rules. ISMIS (2006)
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) (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) (2005)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Identifying and Handling Mislabelled Instances. J. Intell. Inf. Syst. 22 (1) (2004)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. Discovery Science (2004)
Mihaela Scuturici, Jérémy Clech, Vasile-Marian Scuturici, Djamel A. Zighed
Modèle topologique pour l'interrogation des bases d'images. EGC (2004)
Jérémy Clech, Djamel A. Zighed
Une technique de réétiquetage dans un contexte de catégorisation de textes. Document Numérique 8 (3) (2004)
Mihaela Scuturici, Vasile-Marian Scuturici, Jérémy Clech, Djamel A. Zighed
Navigation dans une base d'images à l'aide de graphes topologiques. INFORSID (2004)
Gilbert Ritschard, Djamel A. Zighed
Modélisation de tables de contingence par arbres d'induction. EGC (2003)
Gilbert Ritschard, Djamel A. Zighed
Goodness-of-Fit Measures for Induction Trees. ISMIS (2003)
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
Traitement des exemples atypiques en apprentissage par la régression. EGC (2003)
Mohamed Hammami, Youssef Chahir, Liming Chen, Djamel A. Zighed
Détection des régions de couleur de peau dans l'image. EGC (2003)
Bertrand Léger, Nadir Belkhiter, Djamel A. Zighed
Conception d'un outil d'exploration graphique et visuelle des données. EGC (2003)
Gilbert Ritschard, Djamel A. Zighed
Simultaneous Row and Column Partitioning: Evaluation of a Heuristic. ISMIS (2003)
Mihaela Scuturici, Jérémy Clech, Djamel A. Zighed
Topological Query in Image Databases. CIARP (2003)
Jérémy Clech, Djamel A. Zighed
Data Mining et analyse des CV : une expérience et des perspectives. EGC (2003)
Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici
Arbogodaï, a New Approach for Decision Trees. PKDD (2003)
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
Improving Classification by Removing or Relabeling Mislabeled Instances. ISMIS (2002)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Amélioration d'une classification par filtrage des exemples mal étiquetés. EGC (2002)
Djamel A. Zighed, Stéphane Lallich, Fabrice Muhlenbach
Separability Index in Supervised Learning. PKDD (2002)
Fabrice Muhlenbach, Djamel A. Zighed, Sophie d'Hondt
Génération de règles par compression. EGC (2001)
Antonio Ciampi, Djamel A. Zighed, Jérémy Clech
Trees and Induction Graphs for Multivariate Response. PKDD (2000)
Gérald Gavin, Didier Puzenat, Djamel A. Zighed
Classifiers with Low Decision-Making Error using Linear Combination of Functions. IC-AI (1999)
Marc Sebban, Djamel A. Zighed, S. Di Palma
Selection and Statistical Validation of Features and Prototypes. PKDD (1999)
Djamel A. Zighed, Myriam Côté, Nader Troudi
The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages. PAKDD (1999)
Djamel A. Zighed, Sabine Rabaséda, Ricco Rakotomalala
FUSINTER: A Method for Discretization of Continuous Attributes. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 6 (3) (1998)
Djamel A. Zighed, Ricco Rakotomalala, Fabien Feschet
Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning. KDD (1997)