| Titre : | Computational intelligence based on lattice theory |
| Auteurs : | Max Ritter, Auteur |
| Type de document : | document électronique |
| Editeur : | Berlin ; London ; New York : Springer, 2007 |
| ISBN/ISSN/EAN : | 978-3-540-72686-9 |
| Langues : | Anglais |
| Index. décimale : | 681.3 (Appareils et matériel de traitement de données. Informatique) |
| Tags : | Computational Intelligence - Lattice Theory |
| Résumé : | The emergence of lattice theory within the field of computational intelligence (CI) is partially due to its proven effectiveness in neural computation. Moreover, lattice theory has the potential to unify a number of diverse concepts and aid in the cross-fertilization of both tools and ideas within the numerous subfields of CI. The compilation of this eighteen-chapter document is an initiative towards proliferating established knowledge in the hope to further expand it. This edited document is a balanced synthesis of four parts emphasizing, in turn, neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The articles here demonstrate how lattice theory may suggest viable alternatives iA practical clustering, classification, pattern analysis, and regression applications. |
| Note de contenu : |
Front matter
Granular Enhancement of Fuzzy ART/SOM Neural Classifiers Based on Lattice Theory full access Learning in Lattice Neural Networks that Employ Dendritic Computing Orthonormal Basis Lattice Neural Networks # full accessfull access Generalized Lattices Express Parallel Distributed Concept Learning Noise Masking for Pattern Recall Using a Single Lattice Matrix Associative Memory Convex Coordinates From Lattice Independent Sets for Visual Pattern Recognition A Lattice-Based Approach to Mathematical Morphology for Greyscale and Colour Images Morphological and Certain Fuzzy Morphological Associative Memories for Classification and Predictio |
Exemplaires (2)
| Cote | Support | Localisation | Section | Disponibilité | Etat_Exemplaire |
|---|---|---|---|---|---|
| 681.3 RIT | Ressources électroniques | Bibliothèque Centrale | Informatique | Disponible | En bon état |
| 681.3 RIT | Ressources électroniques | Bibliothèque Centrale | Informatique | Disponible | En bon état |
