Emeritus Professor · Université Lumière Lyon 2
Djamel Abdelkader
Zighed
Over twenty-five years of research in data mining, machine learning and artificial intelligence. Work at the crossroads of data engineering and the humanities and social sciences.
Biography
Emeritus Professor at Université Lumière Lyon 2, I have rooted my entire career as a teacher and researcher in this institution. My career has been marked by a constant commitment to dialogue across disciplines — building bridges between data engineering and the questions raised by the humanities and social sciences.
My research has focused for over twenty-five years on data mining, machine learning and knowledge extraction from large databases. I helped structure this community in France and across the French-speaking world, notably by co-founding the Extraction et Gestion des Connaissances association (EGC) and the Revue des Nouvelles Technologies de l'Information (RNTI).
On the teaching side, I designed and led several curricula dedicated to data science, including an international Erasmus Mundus Master in data mining (now closed) that trained a generation of researchers and practitioners.
I have successively headed the ERIC research lab at Lyon 2, the Institute of Human Sciences — MSH Lyon-Saint-Étienne, then the digital department of the Agence Universitaire de la Francophonie (AUF). At AUF I led the IDNEUF initiative (Initiative for Digital Development in French-speaking Higher Education), supporting member institutions in their digital transformation.
Today, I devote a growing share of my time to reflecting on the relationship between scientific knowledge, reason, and public debate — work that has recently led to a book and the companion site laïciScope.
Career
Click any position to see details.
Other responsibilities
- Co-founder, former Vice-President and President — International French-speaking Association Extraction et Gestion des Connaissances (EGC)
- Co-founder and co-Editor — Revue des Nouvelles Technologies de l'Information (RNTI)
- Co-founder and former Lead Coordinator — Erasmus Mundus Master in Data Mining and Knowledge Management (DMKM, now discontinued)
Consulting & expertise in digital strategy and data mining: L'Oréal, Lundbeck, Novartis.
Publications
148 references — aggregated from DBLP, HAL and OpenAlex.
- 2024Book
La laïcité dans le débat de la raison
Djamel Abdelkader Zighed
(à compléter — éditeur)
- 2016Book
Open Data : bilans, avancées et nouveaux défis
Gilles Venturini, Chantal Reynaud, Fatma Bouali, Djamel A. Zighed
Open Data
DBLP - 2011Book
Basics of pretopology
Marcel Brissaud, Michel Lamure, Jean-Jacques Milan, Jean-Paul Auray, Nicolas Nicoloyannis, Gérard Duru, Michel Terrenoire, Daniel Tounissoux, Djamel Abdelkader Zighed, Stéphane Bonnevay, Thanh Van Le, Marc Bui, Soufian Ben Amor, Vincent Levorato, Nadia Kabachi
HAL (Le Centre pour la Communication Scientifique Directe)
12 citationsHALOpenAlex - 2010Book
Advances in Knowledge Discovery and Management. Studies in Computational Intelligence
Fabrice Guillet, Gilbert Ritschard, D.A. Zighed, Henri Briand
HAL (Le Centre pour la Communication Scientifique Directe)
6 citationsHALOpenAlex - 2009Book
Data Mining and Medical Knowledge Management: Cases and Applications
Petr Berka, Jan Rauch, Djamel A. Zighed
28 citationsOpenAlex - 2009Book
Mining Complex Data
Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid
Mining Complex Data
DBLPHAL - 2008Book
Mining Complex Data
Djamel A. Zighed, Hakim Hacid, Zbigniew W. Raś, Shusaku Tsumoto
Studies in computational intelligence
2 citationsOpenAlex - 1990Book
La modélisation confluent des sciences
Marcel Brissaud, Michel Forsé, Yves Grafmeyer, Djamel Abdelkader Zighed
CNRS Éditions
HAL - 2013Book chapter
Comparison of proximity measures: a topological approach
Djamel Zighed, Rafik Abdesselam, Ahmed Bounekkar
Studies in Computational Intelligence 471, Volume 3, Advances in Knowledge Discovery and Management, Springer
HALOpenAlex - 2011Book chapter
A Machine Learning-Based Model for Content-Based Image Retrieval
Hakim Hacid, Abdelkader Djamel Zighed
IGI Global eBooks
3 citationsOpenAlex - 2011Book chapter
A Machine Learning-Based Model for Content-Based Image Retrieval
Hakim Hacid, Abdelkader Djamel Zighed
IGI Global eBooks
OpenAlex - 2011Book chapter
A Machine Learning-Based Model for Content-Based Image Retrieval
Hakim Hacid, Abdelkader Djamel Zighed
IGI Global eBooks
OpenAlex - 2010Book chapter
Asymmetric and Sample Size Sensitive Entropy Measures for Supervised Learning
Djamel A. Zighed, Gilbert Ritschard, Simon Marcellin
Advances in Intelligent Information Systems
15 citationsDBLPOpenAlex - 2009Book chapter
Exploring Validity Indices for Clustering Textual Data
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Studies in computational intelligence
4 citationsDBLPHALOpenAlex - 2009Book chapter
A Machine learning-Based Model for Content-Based Image Retrieval
Hakim Hacid, Djamel Abdelkader Zighed
Artificial Intelligence for Maximizing Content Based Image Retrieval
1 citationHALOpenAlex - 2009Book chapter
Arbre de décision pour données déséquilibrées : sur la complémentarité de l'intentisé d'implication et de l'entropie décentrée
Gilbert Ritschard, Simon Marcellin, Djamel Abdelkader Zighed
Analyse Statistique Implicative
1 citationDBLPOpenAlex - 2008Book chapter
Inducing and Evaluating Classification Trees with Statistical Implicative Criteria
Gilbert Ritschard, Vincent Pisetta, Djamel A. Zighed
Statistical Implicative Analysis : Theory and Applications
1 citationDBLPHALOpenAlex - 2007Book chapter
Induction Graphs for Data Mining
Djamel A. Zighed
Studies in classification, data analysis, and knowledge organization
OpenAlex - 2007Book chapter
Données déséquilibrées, entropie décentrée et indice d'implication
Gilbert Ritschard, Djamel A. Zighed, Simon Marcellin
Archive ouverte UNIGE (University of Geneva)
4 citationsOpenAlex - 2007Book chapter
Relations entre types de violation des libertés syndicales garanties par les conventions de l'OIT: une analyse de statistique implicative des résultats d'une fouille de texte
Matthias Studer, Gilbert Ritschard, Lucio Baccaro, Nicolas Séverin Mueller, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
OpenAlex - 2006Book chapter
An asymmetric entropy measure for decision trees
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Archive ouverte UNIGE (University of Geneva)
23 citationsOpenAlex - 2006Book chapter
Detection of breast cancer using an asymmetric entropy measure
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Archive ouverte UNIGE (University of Geneva)
10 citationsOpenAlex - 2006Book chapter
Traitement automatique de textes juridiques
Vincent Pisetta, Hakim Hacid, Fazia Bellal, Gilbert Ritschard, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
2 citationsOpenAlex - 2005Book chapter
Discrimination by optimizing a local consistency criterion
Abdelkader Djamel Zighed, Daniel Tounissoux, J. P. Auray, Christine Largeron
Lecture notes in computer science
1 citationOpenAlex - 2002Book chapter
Extraction des Connaisssances et Apprentissage
Danièle Hérin, D.A. Zighed
EGC'02: Extraction et Gestion des Connaissances
HAL - 2002Book chapter
Bi dimensional partitioning with limited loss of information
Djamel A. Zighed, Gilbert Ritschard, Walid Erray
Archive ouverte UNIGE (University of Geneva)
OpenAlex - 1991Book chapter
Segmentation and classification. An application to patients’ risk estimation
J. P. Auray, Goodness Duru, Michel Terrenoire, Daniel Tounissoux, Abdelkader Djamel Zighed
Advanced studies in theoretical and applied econometrics
OpenAlex - 1987Book chapter
Non Supervised Classification Tools Adapted to Supervised Classification
R. Fages, Michel Terrenoire, Daniel Tounissoux, Abdelkader Djamel Zighed
1 citationOpenAlex - 1984Book chapter
Early Detection of Septicemia in Burnt Patients
J Marichy, G. Buffet, Abdelkader Djamel Zighed, Ph. Laurent
Health systems research
1 citationOpenAlex - 1984Book chapter
Une méthodologie pour l’appréciation des risques d’accident dans les ateliers et/ou sur les chantiers
Abdelkader Djamel Zighed, A. Dussauchoy
Health systems research
OpenAlex - 2018Article
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
TPDL 2018 - 22nd International Conference on Theory and Practice of Digital Libraries
DBLPHAL - 2017Article
Sentence similarity based on semantic kernels for intelligent text retrieval
Samir Amir, Adrian Tanasescu, Djamel A. Zighed
Journal of Intelligent Information Systems
20 citationsDBLPOpenAlex - 2017Article
A tolerability burden index in schizophrenia: incorporating patient perspective in clinical trial adverse event reporting
Clément François, Alice Guiraud-Diawara, Christophe Lançon, Pierre Michel Llorca, Ann Hartry, Lene Hammer-Helmich, Djamel Zighed, Adrian Tanasescu, Mondher Toumi
Journal of Market Access & Health Policy
3 citationsHALOpenAlex - 2017Article
Creating an index to measure health state of depressed patients in automated healthcare databases: the methodology
Clément François, Adrian Tanasescu, François-Xavier Lamy, Nicolas Despiégel, Bruno Falissard, Ylana Chalem, Christophe Lançon, Pierre-Michel Llorca, Delphine Saragoussi, Patrice Verpillat, Alan Wade, Djamel Zighed
Journal of Market Access & Health Policy
3 citationsHALOpenAlex - 2016Article
Relational machine learning author disambiguation
Ekaterina Bastrakova, Rodney Ledesma, José del R. Millán, Fabien Rico, Djamel A. Zighed
Artificial Intelligence and Natural Language
1 citationOpenAlex - 2015Article
Comparison of two topological approaches for dealing with noisy labeling
Fabien Rico, Fabrice Muhlenbach, Djamel A. Zighed, Stéphane Lallich
Neurocomputing
2 citationsDBLPHALOpenAlex - 2013Article
Information diffusion in online social networks: a survey
Adrien Guille, Hakim Hacid, Cécile Favre, Djamel A. Zighed
ACM SIGMOD Record
845 citationsDBLPHALOpenAlex - 2012Article
Roles in social networks: Methodologies and research issues
Mathilde Forestier, Anna Stavrianou, Julien Velcin, Djamel A. Zighed
Web Intelligence and Agent Systems An International Journal
42 citationsDBLPOpenAlex - 2009Article
A Decision Boundary Based Discretization Technique Using Resampling
Taimur Qureshi, Djamel A. Zighed
3 citationsOpenAlex - 2007Article
Proposition and Simulation of a Network Layer based Hard Real Time Protocol for Wireless Sensor Networks
Taimur Qureshi, Djamel A. Zighed
6 citationsOpenAlex - 2007Article
Social Dialogue Regimes: An investigation in the structural determinants and socioeconomic outcomes of negotiated regulation
Gilbert Ritschard, Lucio Baccaro, Jean‐Michel Bonvin, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
3 citationsOpenAlex - 2007Article
Mining Expert Comments on the Application of ILO Conventions on Freedom of Association and Collective Bargaining
Gilbert Ritschard, Djamel A. Zighed, Lucio Baccaro, Irini Georgiou, Vincent Pisetta, Matthias Studer
Research Papers by the Institute of Economics and Econometrics, Geneva School of Economics and Management, University of Geneva
2 citationsOpenAlex - 2007Article
Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Zbigniew W. Raś, Shusaku Tsumoto, Djamel A. Zighed
1 citationOpenAlex - 2005Article
Decision trees with optimal joint partitioning
Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici
International Journal of Intelligent Systems
2 citationsDBLPOpenAlex - 2005Article
Topological representation model for image database query
Mihaela Scuturici, Jérémy Clech, Vasile-Marian Scuturici, Djamel A. Zighed
Journal of Experimental & Theoretical Artificial Intelligence
11 citationsDBLPOpenAlex - 2005Article
A statistical approach for separability of classes
Djamel Zighed, Stéphane Lallich, Fabrice Muhlenbach
HAL (Le Centre pour la Communication Scientifique Directe)
16 citationsHALOpenAlex - 2005Article
Etudes de l'interdépendance des marchés immobiliers résidentiels sur le bassin franco-valdo-genevois, rapport final
Gilles Corbet, Gilbert Ritschard, Djamel A. Zighed, Matthieu Charpe, Hakim Hacid
Archive ouverte UNIGE (University of Geneva)
OpenAlex - 2005Article
Decision trees with optimal joint partitioning: Research Articles
Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici
International Journal of Intelligent Systems
OpenAlex - 2004Article
Identifying and Handling Mislabelled Instances
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Journal of Intelligent Information Systems
136 citationsDBLPOpenAlex - 2004Article
Une technique de réétiquetage dans un contexte de catégorisation de textes
Jérémy Clech, Djamel A. Zighed
Document numérique
OpenAlex - 2004Article
Comparaisons de la lecture des clichés mammographiques sur écran ou sur négatoscope
Alain Brémond, A. Isnard, Djamel A. Zighed
Imagerie de la Femme
OpenAlex - 2004Article
Une technique de réétiquetage dans un contexte de catégorisation de textes
Jérémy Clech, Djamel A. Zighed
Document Numérique
DBLP - 2004Article
Qualité d'ajustement d'arbres d'induction
Gilbert Ritschard, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
3 citationsOpenAlex - 2002Article
Extraction de connaissances à partir de données (ECD)
Djamel A. Zighed, Ricco Rakotomalala
Technologies logicielles Architectures des systèmes
6 citationsOpenAlex - 2001Article
Maximisation de l'association par regroupement de lignes ou de colonnes d'un tableau croisé
Gilbert Ritschard, Djamel A. Zighed, Nicolas Nicoloyannis
Mathématiques et sciences humaines
14 citationsOpenAlex - 2001Article
Discussion et commentaires. Data mining et statistique
Djamel A. Zighed
French digital mathematics library (Numdam)
OpenAlex - 2000Article
Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Djamel A. Zighed, Jan Komorowski, Jan M. Żytkow
2 citationsOpenAlex - 1998Article
FUSINTER: A Method for Discretization of Continuous Attributes
Djamel A. Zighed, Sabine Rabaséda, Ricco Rakotomalala
International Journal of Uncertainty Fuzziness and Knowledge-Based Systems
69 citationsDBLPOpenAlex - 1996Article
Is Short-term Odour Recognition Predictable from Odour Profile?
Jean‐Pierre Royet, Hélène Paugam‐Moisy, Catherine Rouby, Djamel A. Zighed, Nicolas Nicoloyannis, S. Amghar, Gilles Sicard
Chemical Senses
7 citationsOpenAlex - 1992Article
Detection of contours and texture computation with neural networks
Michel Lamure, Nicolas Nicoloyannis, Abdelkader Djamel Zighed
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
1 citationOpenAlex - 1991Article
IMPACT DU BRUIT DES TRAINS SUR LES RIVERAINS : RECHERCHE D'INDICATEURS SPECIFIQUES
Delphine Tisserand, M Vernet, G Pachiaudi, Catherine Signolles, Djamel A. Zighed
Recherche Transports Sécurité
OpenAlex - 1990Article
Réseaux neuronaux : applications potentielles à l'économétrie
Gilbert Ritschard, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
1 citationOpenAlex - 2018Conference paper
Metadata Enrichment of Multi-disciplinary Digital Library: A Semantic-Based Approach
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel Abdelkader Zighed
Lecture notes in computer science
8 citationsDBLPOpenAlex - 2018Conference paper
Étiquetage thématique automatisé de corpus par représentation sémantique
Lucie Martinet, Hussein T. Al-Natsheh, Fabien Rico, Fabrice Muhlenbach, Djamel A. Zighed
EGC 2018 - 18ème Conférence Internationale sur l'Extraction et la Gestion de Connaissances
DBLPHALOpenAlex - 2017Conference paper
Semantic Search-by-Examples for Scientific Topic Corpus Expansion in Digital Libraries
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
SERecSys: Second Workshop on Semantics-Enabled Recommender Systems (IEEE ICDM 2017 Workshops)
12 citationsDBLPHALOpenAlex - 2017Conference paper
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Djamel Abdelkader Zighed
SemEval@ACL
14 citationsDBLPOpenAlex - 2017Conference paper
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
Hussein T Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Djamel Abdelkader Zighed
11th International Workshop on Semantic Evaluation (SemEval-2017)
HAL - 2016Conference paper
Une mesure de similarité entre phrases basée sur des noyaux sémantiques
Samir Amir, Adrian Tanasescu, Djamel Abdelkader Zighed
EGC eBooks
DBLPOpenAlex - 2015Conference paper
Author Disambiguation
Aleksandra Campar, Burcu Kolbay, Hector Aguilera, Iva Stankovic, Kaiser Co, Fabien Rico, Djamel A. Zighed
Lecture notes in computer science
DBLPOpenAlex - 2013Conference paper
Neighborhood Random Classification
Djamel A. Zighed, Diala Ezzeddine, Fabien Rico
Lecture notes in computer science
1 citationDBLPOpenAlex - 2013Conference paper
SONDY: an open source platform for social dynamics mining and analysis
Adrien Guille, Cécile Favre, Hakim Hacid, Djamel A. Zighed
2013 ACM SIGMOD International Conference on Management of Data
20 citationsDBLPHALOpenAlex - 2013Conference paper
SONDY : une plateforme open-source d'analyse et de fouille pour les réseaux sociaux en ligne
Adrien Guille, Cécile Favre, Djamel Abdelkader Zighed
HAL (Le Centre pour la Communication Scientifique Directe)
HALOpenAlex - 2012Conference paper
Extracting Celebrities from Online Discussions
Mathilde Forestier, Julien Velcin, Anna Stavrianou, Djamel A. Zighed
ASONAM
5 citationsDBLPOpenAlex - 2012Conference paper
Neighborhood Random Classification
Djamel Abdelkader Zighed, Diala Ezzeddine, Fabien Rico
The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
3 citationsDBLPHALOpenAlex - 2012Conference paper
Topological Comparisons of Proximity Measures
Djamel Abdelkader Zighed, Rafik Abdesselam, Asmelash Teka Hadgu
Lecture notes in computer science
20 citationsDBLPOpenAlex - 2012Conference paper
Statistical comparisons for the topological equivalence of proximity measures
Rafik Abdesselam, Djamel Abdelkader Zighed
2nd Stochastic Modeling Techniques and Data Analysis, International Conference
HALOpenAlex - 2012Conference paper
Topological comparisons of proximity measures
Djamel Abdelkader Zighed, Rafik Abdesselam, Asmelash Hadgu
16th Pacific-Asia Conference on Knowledge Discovery and Data Mining
HAL - 2011Conference paper
Extracting Social Networks to Understand Interaction
Mathilde Forestier, Julien Velcin, Djamel A. Zighed
ASONAM
16 citationsDBLPOpenAlex - 2011Conference paper
Extracting Social Networks Enriched by Using Text
Mathilde Forestier, Julien Velcin, Djamel A. Zighed
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2011Conference paper
Comparison of Proximity Measures: A Topological Approach
Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar
Studies in computational intelligence
DBLPOpenAlex - 2011Conference paper
Equivalence topologique entre mesures de proximité
Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar
HAL (Le Centre pour la Communication Scientifique Directe)
3 citationsDBLPHALOpenAlex - 2011Conference paper
Classificateurs aléatoires topologiques à base de graphes de voisinages
Fabien Rico, Djamel Abdelkader Zighed
Extraction et gestion des connaissances (EGC'2011)
DBLPHALOpenAlex - 2011Conference paper
Comparing binary proximity measures
Djamel Abdelkader Zighed, Rafik Abdesselam
HAL (Le Centre pour la Communication Scientifique Directe)
HALOpenAlex - 2011Conference paper
Comparing proximity measures for continuous and binary data: topological approach
Djamel Abdelkader Zighed, Rafik Abdesselam
International Conference on Machine Learning and Data Mining
1 citationHALOpenAlex - 2011Conference paper
Measuring the resemblance between proximity measures in a topological structure
D.A. Zighed, Rafik Abdesselam
International Conference on Applied Stochastic Models and Data Analysis
HALOpenAlex - 2010Conference paper
Learning with Ensembles of Randomized Trees : New Insights
Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed
Lecture notes in computer science
8 citationsDBLPOpenAlex - 2010Conference paper
Construction de noyaux pour l'apprentissage supervisé à partir d'arbres aléatoires
Vincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed
10ème Conférence Extraction et Gestion des Connaissances (EGC 2010), Hammamet, Tunisie
DBLPHALOpenAlex - 2009Conference paper
On Improving Discretization Quality by a Bagging Technique
Taimur Qureshi, Djamel A. Zighed
ICNC (1)
1 citationDBLPOpenAlex - 2009Conference paper
A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling
Taimur Qureshi, Djamel A. Zighed
Lecture notes in computer science
1 citationDBLPOpenAlex - 2009Conference paper
Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis
Vincent Pisetta, Djamel A. Zighed
Lecture notes in computer science
2 citationsDBLPOpenAlex - 2009Conference paper
Using Resampling Techniques for Better Quality Discretization
Taimur Qureshi, Djamel A. Zighed
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2009Conference paper
Using Resampling Techniques for Better Quality Discretization
Taimur Qureshi, Djamel Abdelkader Zighed
6th International Conference on Machine Learning and Data Mining (MLDM'09)
HAL - 2008Conference paper
Word Clustering with Validity Indices
Ahmad El Sayed, Julien Velcin, Djamel A. Zighed
Lecture notes in computer science
1 citationDBLPOpenAlex - 2008Conference paper
Involving Validity Indices in Document Clustering
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
CORIA
DBLP - 2008Conference paper
Evaluating Decision Trees Grown with Asymmetric Entropies
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Lecture notes in computer science
5 citationsDBLPOpenAlex - 2008Conference paper
On Determining the Optimal Partition in Agglomerative Clustering of Documents
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Lecture notes in computer science
DBLPOpenAlex - 2008Conference paper
A New Framework for Taxonomy Discovery from Text
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2008Conference paper
Évaluation des critères asymétriques pour les arbres de décision
Simon Marcellin, Djamel A. Zighed, Gilbert Ritschard
Archive ouverte UNIGE (University of Geneva)
DBLPOpenAlex - 2008Conference paper
Discretization of Continuous Features by Resampling
Taimur Qureshi, Djamel A. Zighed
EGC eBooks
DBLPOpenAlex - 2007Conference paper
Mining semantic distance between corpus terms
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
PIKM
5 citationsDBLPOpenAlex - 2007Conference paper
A Multisource Context-Dependent Semantic Distance Between Concepts
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Lecture notes in computer science
7 citationsDBLPOpenAlex - 2007Conference paper
Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2007Conference paper
A New Context-Aware Measure for Semantic Distance Using a Taxonomy and a Text Corpus
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
IRI
8 citationsDBLPOpenAlex - 2007Conference paper
Mesure d'entropie asymétrique et consistante
Djamel A. Zighed, Simon Marcellin, Gilbert Ritschard
EGC eBooks
10 citationsDBLPOpenAlex - 2007Conference paper
Choix des conclusions et validation des règles issues d'arbres de classification
Vincent Pisetta, Gilbert Ritschard, Djamel A. Zighed
EGC eBooks
1 citationDBLPOpenAlex - 2007Conference paper
Combining Text and Image for Content-based Information Retrieval
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
IKE
2 citationsDBLPOpenAlex - 2007Conference paper
A Context-Dependent Semantic Distance Measure
Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed
Software Engineering and Knowledge Engineering
1 citationDBLPOpenAlex - 2006Conference paper
Implication Strength of Classification Rules
Gilbert Ritschard, Djamel A. Zighed
Lecture notes in computer science
4 citationsDBLPOpenAlex - 2006Conference paper
Content based image retrieval using topological models
Hakim Hacid, Djamel A. Zighed
MMM
3 citationsDBLPOpenAlex - 2006Conference paper
Graphes de voisinage pour l'indexation et l'interrogation d'images par le contenu
Hakim Hacid, Djamel Abdelkader Zighed
EGC eBooks
DBLPOpenAlex - 2006Conference paper
Multi-catégorisation de textes juridiques et retour de pertinence
Vincent Pisetta, Hakim Hacid, Djamel A. Zighed
EGC eBooks
DBLPOpenAlex - 2006Conference paper
Comparaison des mammographies par des méthodes d'apprentissage
Irina Diana Coman, Djamel Abdelkader Zighed
EGC eBooks
DBLPOpenAlex - 2005Conference paper
An Effective Method for Locally Neighborhood Graphs Updating
Hakim Hacid, Djamel Abdelkader Zighed
Lecture notes in computer science
15 citationsDBLPOpenAlex - 2004Conference paper
Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Lecture notes in computer science
DBLPOpenAlex - 2004Conference paper
Modèle topologique pour l'interrogation des bases d'images
Mihaela Scuturici, Jérémy Clech, Vasile-Marian Scuturici, Djamel A. Zighed
EGC eBooks
1 citationDBLPOpenAlex - 2004Conference paper
Navigation dans une base d'images à l'aide de graphes topologiques
Mihaela Scuturici, Vasile-Marian Scuturici, Jérémy Clech, Djamel A. Zighed
INFORSID
1 citationDBLPOpenAlex - 2003Conference paper
Topological Query in Image Databases
Mihaela Scuturici, Jérémy Clech, Djamel A. Zighed
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2003Conference paper
Goodness-of-Fit Measures for Induction Trees
Gilbert Ritschard, Djamel A. Zighed
Lecture notes in computer science
16 citationsDBLPOpenAlex - 2003Conference paper
Simultaneous Row and Column Partitioning: Evaluation of a Heuristic
Gilbert Ritschard, Djamel A. Zighed
Lecture notes in computer science
5 citationsDBLPOpenAlex - 2003Conference paper
Arbogodaï, a New Approach for Decision Trees
Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici
Lecture notes in computer science
3 citationsDBLPOpenAlex - 2003Conference paper
Conception d'un outil d'exploration graphique et visuelle des données
Bertrand Léger, Nadir Belkhiter, Djamel A. Zighed
EGC
DBLPOpenAlex - 2003Conference paper
Data Mining et analyse des CV : une expérience et des perspectives
Jérémy Clech, Djamel A. Zighed
EGC
8 citationsDBLPOpenAlex - 2003Conference paper
Détection des régions de couleur de peau dans l'image
Mohamed Hammami, Youssef Chahir, Liming Chen 0002, Djamel A. Zighed
conférence "Extraction et gestion des connaissances" (EGC'03)
6 citationsDBLPHALOpenAlex - 2003Conference paper
Modélisation de tables de contingence par arbres d'induction
Gilbert Ritschard, Djamel A. Zighed
Archive ouverte UNIGE (University of Geneva)
DBLPOpenAlex - 2003Conference paper
Traitement des exemples atypiques en apprentissage par la régression
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
EGC
1 citationDBLPOpenAlex - 2002Conference paper
Improving Classification by Removing or Relabeling Mislabeled Instances
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
Lecture notes in computer science
26 citationsDBLPOpenAlex - 2002Conference paper
Separability Index in Supervised Learning
Djamel A. Zighed, Stéphane Lallich, Fabrice Muhlenbach
Lecture notes in computer science
36 citationsDBLPOpenAlex - 2002Conference paper
Amélioration d'une classification par filtrage des exemples mal étiquetés
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
EGC eBooks
3 citationsDBLPOpenAlex - 2001Conference paper
Génération de règles par compression
Fabrice Muhlenbach, Djamel A. Zighed, Sophie d'Hondt
EGC eBooks
DBLPOpenAlex - 2000Conference paper
Trees and Induction Graphs for Multivariate Response
Antonio Ciampi, Djamel A. Zighed, Jérémy Clech
Lecture notes in computer science
1 citationDBLPOpenAlex - 1999Conference paper
The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages
Djamel A. Zighed, Myriam Côté, Nader Troudi
Lecture notes in computer science
1 citationDBLPOpenAlex - 1999Conference paper
Selection and Statistical Validation of Features and Prototypes
Marc Sebban, Djamel A. Zighed, S. Di Palma
Lecture notes in computer science
4 citationsDBLPOpenAlex - 1999Conference paper
Classifiers with Low Decision-Making Error using Linear Combination of Functions
Gérald Gavin, Didier Puzenat, Djamel A. Zighed
IC-AI
DBLPOpenAlex - 1997Conference paper
Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning
Djamel A. Zighed, Ricco Rakotomalala, Fabien Feschet
Knowledge Discovery and Data Mining
22 citationsDBLPOpenAlex - 2016Edited proceedings
Advances in Knowledge Discovery and Management - Volume 5 [Best of EGC 2013, Toulouse, France]
Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed
Springer International Publishing
DBLPHAL - 2014Edited proceedings
Advances in Knowledge Discovery and Management - Volume 4 [Best of EGC 2012, Bordeaux, France]
Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed
Studies in computational intelligence
2 citationsDBLPHALOpenAlex - 2013Edited proceedings
Advances in Knowledge Discovery and Management. Studies in Computational Intelligence - volume 3 - Vol. 471
Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed
EGC (best of volume)
DBLPHAL - 2012Edited proceedings
Advances in Knowledge Discovery and Management. Studies in Computational Intelligence - Volume 2, Vol. 398
Fabrice Guillet, Gilbert Ritschard, Djamel Abdelkader Zighed
EGC (best of volume)
DBLPHAL - 2010Edited proceedings
Advances in Knowledge Discovery and Management [Best of EGC 2009, Strasbourg, France]
Fabrice Guillet, Gilbert Ritschard, Djamel Abdelkader Zighed, Henri Briand
EGC (best of volume)
DBLP - 2008Edited proceedings
Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers
Zbigniew W. Ras, Shusaku Tsumoto, Djamel A. Zighed
Lecture notes in computer science
43 citationsDBLPOpenAlex - 2002Edited proceedings
Foundations of intelligent systems : 13th International Symposium, ISMIS 2002, Lyon, France, June 27-29, 2002 : proceedings
Mohand-Said Hacid, Zbigniew W. Ras, Djamel A. Zighed, Yves Kodratoff
Lecture notes in computer science
11 citationsDBLPOpenAlex - 2002Edited proceedings
Extraction et gestion des connaissances (EGC'2002), Actes des deuxièmes journées Extraction et Gestion des Connaissances, Montpellier, France, 21-23 janvier 2002
Danièle Hérin, Djamel A. Zighed
EGC
DBLP - 2000Edited proceedings
Principles of data mining and knowledge discovery : 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000 : proceedings
Djamel A. Zighed, Henryk Jan Komorowski, Jan M. Zytkow
Lecture notes in computer science
60 citationsDBLPOpenAlex - 2018Preprint
Metadata Enrichment of Multi-Disciplinary Digital Library: A\n Semantic-based Approach
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
arXiv (Cornell University)
OpenAlex - 1985PhD thesis
Méthodes et outils pour les processus d'interrogation non arborescents
Djamel A. Zighed
2 citationsOpenAlex - 2013Other
Les Sciences Humaines et Sociales dans le PRES LSE
Djamel Abdelkader Zighed, Céline Faure, Sofiane Bouzid
HALOpenAlex - 2013Other
Essai d'analyse de l'interdisciplinarité dans la recherche scientifique
Djamel Abdelkader Zighed, Adrian Tanasescu, Pablo Jensen
HALOpenAlex
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