Djamel A. Zighed

According to our database1, Djamel A. Zighed authored at least 76 papers between 1997 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Étiquetage thématique automatisé de corpus par représentation sémantique.
Proceedings of the Extraction et Gestion des Connaissances, 2018

Metadata Enrichment of Multi-disciplinary Digital Library: A Semantic-Based Approach.
Proceedings of the Digital Libraries for Open Knowledge, 2018

2017
Sentence similarity based on semantic kernels for intelligent text retrieval.
J. Intell. Inf. Syst., 2017

UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Semantic Search-by-Examples for Scientific Topic Corpus Expansion in Digital Libraries.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016
Une mesure de similarité entre phrases basée sur des noyaux sémantiques.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015
Comparison of two topological approaches for dealing with noisy labeling.
Neurocomputing, 2015

Author Disambiguation.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

2013
Information diffusion in online social networks: a survey.
SIGMOD Rec., 2013

SONDY: an open source platform for social dynamics mining and analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Neighborhood Random Classification.
Proceedings of the Geometric Science of Information - First International Conference, 2013

2012
Roles in social networks: Methodologies and research issues.
Web Intell. Agent Syst., 2012

Topological Comparisons of Proximity Measures.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Extracting Celebrities from Online Discussions.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Comparison of Proximity Measures: A Topological Approach.
Proceedings of the Advances in Knowledge Discovery and Management, 2011

Extracting Social Networks Enriched by Using Text.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Equivalence topologique entre mesures de proximité.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Classificateurs aléatoires topologiques à base de graphes de voisinages.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Extracting Social Networks to Understand Interaction.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning.
Proceedings of the Advances in Intelligent Information Systems, 2010

Learning with Ensembles of Randomized Trees : New Insights.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Construction de noyaux pour l'apprentissage supervisé à partir d'arbres aléatoires.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009
Exploring Validity Indices for Clustering Textual Data.
Proceedings of the Mining Complex Data, 2009

Arbre de décision pour données déséquilibrées : sur la complémentarité de l'intentisé d'implication et de l'entropie décentrée.
Proceedings of the Analyse Statistique Implicative, 2009

Using Resampling Techniques for Better Quality Discretization.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

On Improving Discretization Quality by a Bagging Technique.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2008
Inducing and Evaluating Classification Trees with Statistical Implicative Criteria.
Proceedings of the Statistical Implicative Analysis, Theory and Applications, 2008

A New Framework for Taxonomy Discovery from Text.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

On Determining the Optimal Partition in Agglomerative Clustering of Documents.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Evaluating Decision Trees Grown with Asymmetric Entropies.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Discretization of Continuous Features by Resampling.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Évaluation des critères asymétriques pour les arbres de décision.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Involving Validity Indices in Document Clustering.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2008

Word Clustering with Validity Indices.
Proceedings of the Advances in Artificial Intelligence , 2008

2007
A Context-Dependent Semantic Distance Measure.
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

A New Context-Aware Measure for Semantic Distance Using a Taxonomy and a Text Corpus.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Combining Text and Image for Content-based Information Retrieval.
Proceedings of the 2007 International Conference on Information & Knowledge Engineering, 2007

Mesure d'entropie asymétrique et consistante.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Choix des conclusions et validation des règles issues d'arbres de classification.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System.
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

A Multisource Context-Dependent Semantic Distance Between Concepts.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

Mining semantic distance between corpus terms.
Proceedings of the First Ph.D. Workshop in CIKM, 2007

2006
Content based image retrieval using topological models.
Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006

Implication Strength of Classification Rules.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Multi-catégorisation de textes juridiques et retour de pertinence.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Graphes de voisinage pour l'indexation et l'interrogation d'images par le contenu.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Comparaison des mammographies par des méthodes d'apprentissage.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005
Topological representation model for image database query.
J. Exp. Theor. Artif. Intell., 2005

Decision trees with optimal joint partitioning.
Int. J. Intell. Syst., 2005

An Effective Method for Locally Neighborhood Graphs Updating.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

2004
Identifying and Handling Mislabelled Instances.
J. Intell. Inf. Syst., 2004

Une technique de réétiquetage dans un contexte de catégorisation de textes.
Document Numérique, 2004

Navigation dans une base d'images à l'aide de graphes topologiques.
Proceedings of the Actes du XXIIème Congrès INFORSID, Biarritz, France, 25-28 mai, 2004, 2004

Modèle topologique pour l'interrogation des bases d'images.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class.
Proceedings of the Discovery Science, 7th International Conference, 2004

2003
Arbogodaï, a New Approach for Decision Trees.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Simultaneous Row and Column Partitioning: Evaluation of a Heuristic.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Goodness-of-Fit Measures for Induction Trees.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Modélisation de tables de contingence par arbres d'induction.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Conception d'un outil d'exploration graphique et visuelle des données.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Traitement des exemples atypiques en apprentissage par la régression.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Détection des régions de couleur de peau dans l'image.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Data Mining et analyse des CV : une expérience et des perspectives.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Topological Query in Image Databases.
Proceedings of the Progress in Pattern Recognition, 2003

2002
Separability Index in Supervised Learning.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Improving Classification by Removing or Relabeling Mislabeled Instances.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Amélioration d'une classification par filtrage des exemples mal étiquetés.
Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

2001
Génération de règles par compression.
Proceedings of the Extraction et gestion des connaissances (EGC'2001), 2001

2000
Trees and Induction Graphs for Multivariate Response.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

1999
Selection and Statistical Validation of Features and Prototypes.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Classifiers with Low Decision-Making Error using Linear Combination of Functions.
Proceedings of the International Conference on Artificial Intelligence, 1999

1998
FUSINTER: A Method for Discretization of Continuous Attributes.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

1997
Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997


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