Advances in Knowledge Discovery and Management

During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Management (KDM or EGC for Extraction et Gestion des Connaissances in French), which is concerned with, among others, Data Mining, Knowledge Discovery, B...

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Dades bibliogràfiques
Autor principal: Guillet, Fabrice, 1965-...., maître de conférences (Director editorial)
Altres autors: Ritschard, Gilbert (Editor), Zighed, Djamel A. (Editor), Ritschard, Gilbert, 1950- (Director editorial), Zighed, Djamel Abdelkader, 1955- (Director editorial), Briand, Henri (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2010.
Col·lecció:Studies in Computational Intelligence 292
Accés en línia:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642263712
• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642005794
• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642168710
• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642263712
• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642005794
• Advances in Knowledge Discovery and Management, Texte imprimé, 9783642168710
Taula de continguts:
  • Supervised Learning and Information Retrieval Discrepancy Analysis of Complex Objects Using Dissimilarities A Bayes Evaluation Criterion for Decision Trees Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees Intensive Use of Correspondence Analysis for Large Scale Content-Based Image Retrieval Toward a Better Integration of Spatial Relations in Learning with Graphical Models Unsupervised Learning Multigranular Manipulations for OLAP Querying A New Approach for Unsupervised Classification in Image Segmentation Cluster-Dependent Feature Selection through a Weighted Learning Paradigm Two Variants of the OKM for Overlapping Clustering A Stable Decomposition Algorithm for Dynamic Social Network Analysis Security and Data Streaming An Hybrid Data Stream Summarizing Approach by Sampling and Clustering SPAMS: A Novel Incremental Approach for Sequential Pattern Mining in Data Streams Mining Common Outliers for Intrusion Detection Intrusion Detections in Collaborative Organizations by Preserving Privacy Ontologies and Semantic Alignment-Based Partitioning of Large-Scale Ontologies Learning Ontologies with Deep Class Hierarchies by Mining the Content of Relational Databases Semantic Analysis for the Geospatial Semantic Web Statistically Valid Links and Anti-links BetweenWords and Between Documents: Applying TourneBool Randomization Test to a Reuters Collection.