Constrained and explainable clustering through ensemble methods and declarative models :: SCD d'Orléans

Constrained and explainable clustering through ensemble methods and declarative models

Constrained and explainable clustering through ensemble methods and declarative models

Le clustering est une tâche d apprentissage non supervisé visant à regrouper des objets similaires en groupes homogènes appelés clusters. Le clustering explicable (XC), branche de l Intelligence Artificielle eXplicable (XAI), vise à rendre les résultats d un clustering plus transparents et interprét...

Disgrifiad llawn

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awdur:	Guilbert, Mathieu, 1998-
Awduron Eraill:	Vrain, Christel, 1961- (Cynghorydd traethodau ymchwil), Dao, Thi Bich Hanh, 19..- (Cynghorydd traethodau ymchwil), Crémilleux, Bruno, 1965-...., enseignant-chercheur en informatique, Rouveirol, Céline (Gwrthwynebydd), Aligon, Julien, 1987-...., maître de conférences (Gwrthwynebydd), De Souto, Marcílio, 19..- (Gwrthwynebydd), Bureau, Ronan, 1962-..., enseignant-chercheur en sciences chimiques (Gwrthwynebydd), Lesot, Marie-Jeanne, 1978-...., enseignante-chercheuse en informatique (Gwrthwynebydd)
Fformat:	Thèse numérique
Iaith:	Anglais Français
Cyhoeddwyd:	2026.
Pynciau:	Informatique > Recherche Clustering (intelligence artificielle) Chimie > Informatique Intelligence artificielle explicable Thèses et écrits académiques
Mynediad Ar-lein:	Accès au texte intégral https://theses.univ-orleans.fr/public/2026ORLE1001_va.pdf https://theses.fr/2026ORLE1001/abes https://theses.hal.science/tel-05652573
Nodyn:	Titre provenant de l'écran-titre Ecole(s) Doctorale(s) : Mathématiques, Informatique, Physique Théorique et Ingénierie des Systèmes - MIPTIS Partenaire(s) de recherche : LIFO - Laboratoire d'Informatique Fondamentale d'Orléans (Laboratoire) Autre(s) contribution(s) : Bruno Crémilleux (Président du jury) ; Céline Rouveirol, Julien Aligon, Marcílio De Souto, Ronan Bureau, Marie-Jeanne Lesot (Membre(s) du jury) ; Céline Rouveirol, Julien Aligon (Rapporteur(s))
Autres localisations:	Voir dans le Sudoc
Variante du titre:	Clustering sous contraintes et explicables fondés sur des méthodes ensemble et des modèles déclaratifs

Eitemau Tebyg

Clustering sous contraintes : intégration incrémentale et active des retours utilisateur
gan: Beauchamp, Aymeric, 1996-
Cyhoeddwyd: (2025)

Explainable Artificial Intelligence approaches for Image Captioning
gan: Elguendouze, Sofiane, 1997-
Cyhoeddwyd: (2024)

Over-constrained systems : [Papers from a workshop held Sept. 1995 as part of the First International Conference on Principles and Practice of Constraint Programming, at Cassis, France]

Computational aspects of an order-sorted logic with term declarations
gan: Schmidt-Schauß, Manfred

Processing declarative knowledge : International Workshop PDK '91, Kaiserslautern, Germany, July 1 3, 1991 : proceedings
gan: Boley, Harold

Adaptive systems with reduced models
gan: Ioannou, Petros A., 1953-, et al.

Artificial intelligence in medicine : 6th Conference on Artificial Intelligence in Medicine, Europe, AIME'97 Grenoble, France, March 23-26, 1997 : proceedings
gan: Keravnou, Elpida T.

Coordinating plans of autonomous agents
gan: Martial, Frank von

Co-ordination in artificial agent societies : social structures and its implications for autonomous problem-solving agents
gan: Ossowski, Sascha, 1968-

A perspective of constraint-based reasoning : an introductory tutorial
gan: Güsgen, Hans Werner, 1959-, et al.

Reasoning and revision in hybrid representation systems
gan: Nebel, Bernhard, 1956-

New topics in learning automata theory and applications
gan: Baba, Norio

Artificial intelligence in medicine : 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001 Cascais, Portugal, July 1 4, 2001 : proceedings

Artificial intelligence in medicine : 9th Conference on Artificial Intelligence, in Medicine in Europe, AIME 2003, Protaras, Cyprus, October 18-22, 2003 : proceedings

Agents IA : pour les nuls
gan: Ichbiah, Daniel, 19..-...., journaliste
Cyhoeddwyd: (2026)

Les intelligences artificielles au prisme de la justice sociale = Considering artificial intelligence through the lens of social justice
gan: Gentelet, Karine
Cyhoeddwyd: (2023)

Artificial intelligence in medicine : 5th Conference on Artificial Intelligence in Medicine, Europe, AIME '95 Pavia, Italy, June 25-28, 1995 : proceedings
gan: Barahona, Pedro, 1954-

Transactional agents : towards a robust multi-agent system
gan: Nagi, Khaled, 19..-

Model generation for natural language interpretation and analysis
gan: Konrad, Karsten, 1969-

Multi-agent systems : methodologies and applications : second Australian Workshop on Distributed Artificial Intelligence, Cairns, QLD, Australia, August 27, 1996 : selected papers
gan: Zhang, Chengqi, 1957-

Music and artificial intelligence : Second International Conference, ICMAI 2002, Edinburgh, Scotland, UK, September 12 14, 2002 : proceedings
gan: Anagnostopoulou, Christina, 19..-

Cooperative information agents II : learning, mobility, and electronic commerce for information discovery on the Internet : Second International Workshop, CIA'98, Paris, France, July 4 7, 1998 : proceedings

L'intelligence artificielle
gan: Ganascia, Jean-Gabriel, 1955-
Cyhoeddwyd: (2007)

2041 : l'odyssée de la médecine : comment l'intelligence artificielle bouleverse la médecine
gan: Bibault, Jean-Emmanuel, 1982-
Cyhoeddwyd: (2023)

LISP and symbolic computation.
Cyhoeddwyd: (1998)

Healthcare transformation with informatics and artificial intelligence
Cyhoeddwyd: (2023)

Cooperative information agents IV : the future of information agents in cyberspace : 4th International Workshop, CIA 2000, Boston, MA, USA, July 7-9, 2000 : proceedings

Practical aspects of declarative languages : First International Workshop, PADL 99, San Antonio, Texas, USA, January 18 19, 1999 : proceedings

Problem-solving methods : understanding, description, development, and reuse
gan: Fensel, Dieter, 1960-

Association rule mining : models and algorithms
gan: Zhang, Chengqi, 1957-, et al.

Advances in artificial life : 6th European Conference, ECAL 2001, Prague, Czech Republic, September 10 14, 2001 : proceedings

L'intelligence et le calcul : de Gödel aux ordinateurs quantiques
gan: Delahaye, Jean-Paul, 1952-
Cyhoeddwyd: (2002)

Affective interactions : towards a new generation of computer interfaces
gan: Paiva, Ana

Agent mediated electronic commerce : the european agentlink perspective
gan: Dignum, Frank, 1961-

Practice and theory of automated timetabling III : third international conference, PATAT 2000, Konstanz, Germany, August 16-18, 2000 : selected papers

Multi-agent systems : theories, languages and applications : 4th Australian Workshop on Distributed Artificial Intelligence, Brisbane, QLD, Australia, July 13, 1998 : selected papers

KI-98 : advances in artificial intelligence : 22nd Annual German Conference on Artificial Intelligence, Bremen, Germany, September 15-17, 1998 : proceedings
gan: Herzog, Otthein

Information and knowledge management : expanding the definition of "database" : First International Conference, CIKM '92, Baltimore, MD, USA, November 8-11, 1992 : selected papers

Efficient structures for geometric data management
gan: Günther, Oliver, 1961-

Modelling spatial knowledge on a linguistic basis : theory, prototype, integration
gan: Lang, Ewald, et al.

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